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According to Chapter 2.2.2 of RFC 116:\n    1. Remove the functionality of `Environment` class as a public message buffer.\n    2. Standardize the message forwarding behavior of the `Environment` class.\n    3. Add the `is_idle` property.\n@Modified By: mashenquan, 2023-11-4. According to the routing feature plan in Chapter 2.2.3.2 of RFC 113, the routing\n    functionality is to be consolidated into the `Environment` class.\n"}, {"id": "{\"lineno\":3,\"end_lineno\":13,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time    : 2023/5/11 22:12\\n@Author  : alexanderwu\\n@File    : environment.py\\n@Modified By: mashenquan, 2023-11-1. According to Chapter 2.2.2 of RFC 116:\\n    1. Remove the functionality of `Environment` class as a public message buffer.\\n    2. Standardize the message forwarding behavior of the `Environment` class.\\n    3. Add the `is_idle` property.\\n@Modified By: mashenquan, 2023-11-4. According to the routing feature plan in Chapter 2.2.3.2 of RFC 113, the routing\\n    functionality is to be consolidated into the `Environment` class.\\n\"],\"properties\":{}}"}, {"id": "metagpt/environment.py:asyncio"}, {"id": "{\"lineno\":14,\"end_lineno\":14,\"type_name\":\"ast.Import\",\"tokens\":[\"asyncio\"],\"properties\":{}}"}, {"id": "metagpt/environment.py:module:typing"}, {"id": "{\"lineno\":15,\"end_lineno\":15,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"typing\",\"names\":[\"Iterable\",\"Set\"]}}"}, {"id": "metagpt/environment.py:names:['Iterable', 'Set']"}, {"id": "metagpt/environment.py:module:pydantic"}, {"id": "{\"lineno\":17,\"end_lineno\":17,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"pydantic\",\"names\":[\"BaseModel\",\"ConfigDict\",\"Field\",\"SerializeAsAny\",\"model_validator\"]}}"}, {"id": "metagpt/environment.py:names:['BaseModel', 'ConfigDict', 'Field', 'SerializeAsAny', 'model_validator']"}, 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In accordance with Chapter 2.2.1 and 2.2.2 of RFC 116:\n    1. Modify the data type of the `cause_by` value in the `Message` to a string, and utilize the new message\n        distribution feature for message filtering.\n    2. Consolidate message reception and processing logic within `_observe`.\n    3. Fix bug: Add logic for handling asynchronous message processing when messages are not ready.\n    4. Supplemented the external transmission of internal messages.\n@Modified By: mashenquan, 2023-11-27.\n    1. According to Section 2.2.3.1 of RFC 135, replace file data in the message with the file name.\n    2. According to the design in Section 2.2.3.5.5 of RFC 135, add incremental iteration functionality.\n@Modified By: mashenquan, 2023-12-5. Enhance the workflow to navigate to WriteCode or QaEngineer based on the results\n    of SummarizeCode.\n"}, {"id": "{\"lineno\":3,\"end_lineno\":18,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time    : 2023/5/11 14:43\\n@Author  : alexanderwu\\n@File    : engineer.py\\n@Modified By: mashenquan, 2023-11-1. In accordance with Chapter 2.2.1 and 2.2.2 of RFC 116:\\n    1. Modify the data type of the `cause_by` value in the `Message` to a string, and utilize the new message\\n        distribution feature for message filtering.\\n    2. Consolidate message reception and processing logic within `_observe`.\\n    3. Fix bug: Add logic for handling asynchronous message processing when messages are not ready.\\n    4. Supplemented the external transmission of internal messages.\\n@Modified By: mashenquan, 2023-11-27.\\n    1. According to Section 2.2.3.1 of RFC 135, replace file data in the message with the file name.\\n    2. According to the design in Section 2.2.3.5.5 of RFC 135, add incremental iteration functionality.\\n@Modified By: mashenquan, 2023-12-5. Enhance the workflow to navigate to WriteCode or QaEngineer based on the results\\n    of SummarizeCode.\\n\"],\"properties\":{}}"}, {"id": "metagpt/roles/engineer.py:module:__future__"}, {"id": "{\"lineno\":20,\"end_lineno\":20,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"__future__\",\"names\":[\"annotations\"]}}"}, {"id": "metagpt/roles/engineer.py:names:['annotations']"}, {"id": "metagpt/roles/engineer.py:json"}, {"id": "{\"lineno\":22,\"end_lineno\":22,\"type_name\":\"ast.Import\",\"tokens\":[\"json\"],\"properties\":{}}"}, {"id": "metagpt/roles/engineer.py:os"}, {"id": "{\"lineno\":23,\"end_lineno\":23,\"type_name\":\"ast.Import\",\"tokens\":[\"os\"],\"properties\":{}}"}, {"id": "metagpt/roles/engineer.py:module:collections"}, {"id": "{\"lineno\":24,\"end_lineno\":24,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"collections\",\"names\":[\"defaultdict\"]}}"}, {"id": "metagpt/roles/engineer.py:names:['defaultdict']"}, 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"{\"lineno\":40,\"end_lineno\":40,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.logs\",\"names\":[\"logger\"]}}"}, {"id": "metagpt/roles/engineer.py:names:['logger']"}, {"id": "metagpt/roles/engineer.py:module:metagpt.roles"}, {"id": "{\"lineno\":41,\"end_lineno\":41,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.roles\",\"names\":[\"Role\"]}}"}, {"id": "metagpt/roles/engineer.py:names:['Role']"}, {"id": "metagpt/roles/engineer.py:module:metagpt.schema"}, {"id": "{\"lineno\":42,\"end_lineno\":49,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.schema\",\"names\":[\"CodePlanAndChangeContext\",\"CodeSummarizeContext\",\"CodingContext\",\"Document\",\"Documents\",\"Message\"]}}"}, {"id": "metagpt/roles/engineer.py:names:['CodePlanAndChangeContext', 'CodeSummarizeContext', 'CodingContext', 'Document', 'Documents', 'Message']"}, {"id": "metagpt/roles/engineer.py:module:metagpt.utils.common"}, {"id": "{\"lineno\":50,\"end_lineno\":50,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.utils.common\",\"names\":[\"any_to_name\",\"any_to_str\",\"any_to_str_set\"]}}"}, {"id": "metagpt/roles/engineer.py:names:['any_to_name', 'any_to_str', 'any_to_str_set']"}, {"id": "{\"lineno\":52,\"end_lineno\":59,\"type_name\":\"ast.Assign\",\"tokens\":[\"IS_PASS_PROMPT\"],\"properties\":{}}"}, {"id": "{\"lineno\":62,\"end_lineno\":360,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"Engineer\"],\"properties\":{}}"}, {"id": "metagpt/roles/qa_engineer.py:QaEngineer:__init__"}, {"id": "metagpt/roles/qa_engineer.py:QaEngineer:_write_test"}, {"id": "metagpt/roles/qa_engineer.py:QaEngineer:_run_code"}, {"id": "metagpt/roles/qa_engineer.py:QaEngineer:_debug_error"}, {"id": "metagpt/roles/qa_engineer.py:QaEngineer:_act"}, {"id": "metagpt/roles/qa_engineer.py:QaEngineer:_observe"}, {"id": "metagpt/roles/qa_engineer.py:ast.Constant:\n@Time    : 2023/5/11 14:43\n@Author  : alexanderwu\n@File    : qa_engineer.py\n@Modified By: mashenquan, 2023-11-1. In accordance with Chapter 2.2.1 and 2.2.2 of RFC 116, modify the data\n        type of the `cause_by` value in the `Message` to a string, and utilize the new message filtering feature.\n@Modified By: mashenquan, 2023-11-27.\n        1. Following the think-act principle, solidify the task parameters when creating the\n        WriteTest/RunCode/DebugError object, rather than passing them in when calling the run function.\n        2. According to Section 2.2.3.5.7 of RFC 135, change the method of transferring files from using the Message\n        to using file references.\n@Modified By: mashenquan, 2023-12-5. Enhance the workflow to navigate to WriteCode or QaEngineer based on the results\n    of SummarizeCode.\n"}, {"id": "{\"lineno\":3,\"end_lineno\":16,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time    : 2023/5/11 14:43\\n@Author  : alexanderwu\\n@File    : qa_engineer.py\\n@Modified By: mashenquan, 2023-11-1. In accordance with Chapter 2.2.1 and 2.2.2 of RFC 116, modify the data\\n        type of the `cause_by` value in the `Message` to a string, and utilize the new message filtering feature.\\n@Modified By: mashenquan, 2023-11-27.\\n        1. Following the think-act principle, solidify the task parameters when creating the\\n        WriteTest/RunCode/DebugError object, rather than passing them in when calling the run function.\\n        2. According to Section 2.2.3.5.7 of RFC 135, change the method of transferring files from using the Message\\n        to using file references.\\n@Modified By: mashenquan, 2023-12-5. Enhance the workflow to navigate to WriteCode or QaEngineer based on the results\\n    of SummarizeCode.\\n\"],\"properties\":{}}"}, {"id": "metagpt/roles/qa_engineer.py:module:metagpt.actions"}, {"id": "{\"lineno\":18,\"end_lineno\":18,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions\",\"names\":[\"DebugError\",\"RunCode\",\"WriteTest\"]}}"}, {"id": "metagpt/roles/qa_engineer.py:names:['DebugError', 'RunCode', 'WriteTest']"}, {"id": "metagpt/roles/qa_engineer.py:module:metagpt.actions.summarize_code"}, {"id": "{\"lineno\":19,\"end_lineno\":19,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.summarize_code\",\"names\":[\"SummarizeCode\"]}}"}, {"id": "metagpt/roles/qa_engineer.py:names:['SummarizeCode']"}, {"id": "metagpt/roles/qa_engineer.py:module:metagpt.const"}, {"id": "{\"lineno\":20,\"end_lineno\":20,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.const\",\"names\":[\"MESSAGE_ROUTE_TO_NONE\"]}}"}, {"id": "metagpt/roles/qa_engineer.py:names:['MESSAGE_ROUTE_TO_NONE']"}, {"id": "metagpt/roles/qa_engineer.py:module:metagpt.logs"}, {"id": "metagpt/roles/qa_engineer.py:names:['logger']"}, {"id": "metagpt/roles/qa_engineer.py:module:metagpt.roles"}, {"id": "metagpt/roles/qa_engineer.py:names:['Role']"}, {"id": "metagpt/roles/qa_engineer.py:module:metagpt.schema"}, {"id": "{\"lineno\":23,\"end_lineno\":23,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.schema\",\"names\":[\"Document\",\"Message\",\"RunCodeContext\",\"TestingContext\"]}}"}, {"id": "metagpt/roles/qa_engineer.py:names:['Document', 'Message', 'RunCodeContext', 'TestingContext']"}, {"id": "metagpt/roles/qa_engineer.py:module:metagpt.utils.common"}, {"id": "{\"lineno\":24,\"end_lineno\":24,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.utils.common\",\"names\":[\"any_to_str_set\",\"parse_recipient\"]}}"}, {"id": "metagpt/roles/qa_engineer.py:names:['any_to_str_set', 'parse_recipient']"}, {"id": "{\"lineno\":27,\"end_lineno\":181,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"QaEngineer\"],\"properties\":{}}"}, {"id": "metagpt/roles/teacher.py:Teacher:__init__"}, {"id": "metagpt/roles/teacher.py:Teacher:_think"}, {"id": "metagpt/roles/teacher.py:Teacher:_react"}, {"id": "metagpt/roles/teacher.py:ast.Constant:\n@Time    : 2023/7/27\n@Author  : mashenquan\n@File    : teacher.py\n@Desc    : Used by Agent Store\n@Modified By: mashenquan, 2023/8/22. A definition has been provided for the return value of _think: returning false indicates that further reasoning cannot continue.\n\n"}, {"id": "{\"lineno\":3,\"end_lineno\":10,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time    : 2023/7/27\\n@Author  : mashenquan\\n@File    : teacher.py\\n@Desc    : Used by Agent Store\\n@Modified By: mashenquan, 2023/8/22. A definition has been provided for the return value of _think: returning false indicates that further reasoning cannot continue.\\n\\n\"],\"properties\":{}}"}, {"id": "metagpt/roles/teacher.py:re"}, {"id": "metagpt/roles/teacher.py:module:metagpt.actions"}, {"id": "{\"lineno\":14,\"end_lineno\":14,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions\",\"names\":[\"UserRequirement\"]}}"}, {"id": "metagpt/roles/teacher.py:names:['UserRequirement']"}, {"id": "metagpt/roles/teacher.py:module:metagpt.actions.write_teaching_plan"}, {"id": "{\"lineno\":15,\"end_lineno\":15,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.write_teaching_plan\",\"names\":[\"TeachingPlanBlock\",\"WriteTeachingPlanPart\"]}}"}, {"id": "metagpt/roles/teacher.py:names:['TeachingPlanBlock', 'WriteTeachingPlanPart']"}, {"id": "metagpt/roles/teacher.py:module:metagpt.logs"}, {"id": "metagpt/roles/teacher.py:names:['logger']"}, {"id": "metagpt/roles/teacher.py:module:metagpt.roles"}, {"id": "{\"lineno\":17,\"end_lineno\":17,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.roles\",\"names\":[\"Role\"]}}"}, {"id": "metagpt/roles/teacher.py:names:['Role']"}, {"id": "metagpt/roles/teacher.py:module:metagpt.schema"}, {"id": "{\"lineno\":18,\"end_lineno\":18,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.schema\",\"names\":[\"Message\"]}}"}, {"id": "metagpt/roles/teacher.py:names:['Message']"}, {"id": "metagpt/roles/teacher.py:module:metagpt.utils.common"}, {"id": "{\"lineno\":19,\"end_lineno\":19,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.utils.common\",\"names\":[\"any_to_str\",\"awrite\"]}}"}, {"id": "metagpt/roles/teacher.py:names:['any_to_str', 'awrite']"}, {"id": "{\"lineno\":22,\"end_lineno\":111,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"Teacher\"],\"properties\":{}}"}, {"id": "metagpt/roles/product_manager.py:ProductManager:__init__"}, {"id": "metagpt/roles/product_manager.py:ProductManager:_think"}, {"id": "metagpt/roles/product_manager.py:ProductManager:_observe"}, {"id": "metagpt/roles/product_manager.py:ast.Constant:\n@Time    : 2023/5/11 14:43\n@Author  : alexanderwu\n@File    : product_manager.py\n@Modified By: mashenquan, 2023/11/27. Add `PrepareDocuments` action according to Section 2.2.3.5.1 of RFC 135.\n"}, {"id": "{\"lineno\":3,\"end_lineno\":8,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time    : 2023/5/11 14:43\\n@Author  : alexanderwu\\n@File    : product_manager.py\\n@Modified By: mashenquan, 2023/11/27. Add `PrepareDocuments` action according to Section 2.2.3.5.1 of RFC 135.\\n\"],\"properties\":{}}"}, {"id": "metagpt/roles/product_manager.py:module:metagpt.actions"}, {"id": "{\"lineno\":10,\"end_lineno\":10,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions\",\"names\":[\"UserRequirement\",\"WritePRD\"]}}"}, {"id": "metagpt/roles/product_manager.py:names:['UserRequirement', 'WritePRD']"}, {"id": "metagpt/roles/product_manager.py:module:metagpt.actions.prepare_documents"}, {"id": "{\"lineno\":11,\"end_lineno\":11,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.prepare_documents\",\"names\":[\"PrepareDocuments\"]}}"}, {"id": "metagpt/roles/product_manager.py:names:['PrepareDocuments']"}, {"id": "metagpt/roles/product_manager.py:module:metagpt.roles.role"}, {"id": "{\"lineno\":12,\"end_lineno\":12,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.roles.role\",\"names\":[\"Role\"]}}"}, {"id": "metagpt/roles/product_manager.py:names:['Role']"}, {"id": "metagpt/roles/product_manager.py:module:metagpt.utils.common"}, {"id": "{\"lineno\":13,\"end_lineno\":13,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.utils.common\",\"names\":[\"any_to_name\"]}}"}, {"id": "metagpt/roles/product_manager.py:names:['any_to_name']"}, {"id": "{\"lineno\":16,\"end_lineno\":51,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"ProductManager\"],\"properties\":{}}"}, {"id": "metagpt/roles/sales.py:Sales:__init__"}, {"id": "metagpt/roles/sales.py:Sales:_set_store"}, {"id": "metagpt/roles/sales.py:ast.Constant:\n@Time    : 2023/5/25 17:21\n@Author  : alexanderwu\n@File    : sales.py\n"}, {"id": "{\"lineno\":3,\"end_lineno\":7,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time    : 2023/5/25 17:21\\n@Author  : alexanderwu\\n@File    : sales.py\\n\"],\"properties\":{}}"}, {"id": "metagpt/roles/sales.py:module:typing"}, {"id": "{\"lineno\":9,\"end_lineno\":9,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"typing\",\"names\":[\"Optional\"]}}"}, {"id": "metagpt/roles/sales.py:names:['Optional']"}, {"id": "metagpt/roles/sales.py:module:pydantic"}, {"id": "{\"lineno\":11,\"end_lineno\":11,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"pydantic\",\"names\":[\"Field\"]}}"}, {"id": "metagpt/roles/sales.py:names:['Field']"}, {"id": "metagpt/roles/sales.py:module:metagpt.actions"}, {"id": "{\"lineno\":13,\"end_lineno\":13,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions\",\"names\":[\"SearchAndSummarize\",\"UserRequirement\"]}}"}, {"id": "metagpt/roles/sales.py:names:['SearchAndSummarize', 'UserRequirement']"}, {"id": "metagpt/roles/sales.py:module:metagpt.document_store.base_store"}, {"id": "{\"lineno\":14,\"end_lineno\":14,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.document_store.base_store\",\"names\":[\"BaseStore\"]}}"}, {"id": "metagpt/roles/sales.py:names:['BaseStore']"}, {"id": "metagpt/roles/sales.py:module:metagpt.roles"}, {"id": "{\"lineno\":15,\"end_lineno\":15,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.roles\",\"names\":[\"Role\"]}}"}, {"id": "metagpt/roles/sales.py:names:['Role']"}, {"id": "metagpt/roles/sales.py:module:metagpt.tools"}, {"id": "{\"lineno\":16,\"end_lineno\":16,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.tools\",\"names\":[\"SearchEngineType\"]}}"}, {"id": "metagpt/roles/sales.py:names:['SearchEngineType']"}, {"id": "{\"lineno\":19,\"end_lineno\":42,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"Sales\"],\"properties\":{}}"}, {"id": "metagpt/roles/searcher.py:Searcher:__init__"}, {"id": "metagpt/roles/searcher.py:Searcher:_act_sp"}, {"id": "metagpt/roles/searcher.py:Searcher:_act"}, {"id": "metagpt/roles/searcher.py:ast.Constant:\n@Time    : 2023/5/23 17:25\n@Author  : alexanderwu\n@File    : searcher.py\n@Modified By: mashenquan, 2023-11-1. According to Chapter 2.2.1 and 2.2.2 of RFC 116, change the data type of\n        the `cause_by` value in the `Message` to a string to support the new message distribution feature.\n"}, {"id": "{\"lineno\":3,\"end_lineno\":9,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time    : 2023/5/23 17:25\\n@Author  : alexanderwu\\n@File    : searcher.py\\n@Modified By: mashenquan, 2023-11-1. According to Chapter 2.2.1 and 2.2.2 of RFC 116, change the data type of\\n        the `cause_by` value in the `Message` to a string to support the new message distribution feature.\\n\"],\"properties\":{}}"}, {"id": "metagpt/roles/searcher.py:module:pydantic"}, {"id": "metagpt/roles/searcher.py:names:['Field']"}, {"id": "metagpt/roles/searcher.py:module:metagpt.actions"}, {"id": "{\"lineno\":13,\"end_lineno\":13,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions\",\"names\":[\"SearchAndSummarize\"]}}"}, {"id": "metagpt/roles/searcher.py:names:['SearchAndSummarize']"}, {"id": "metagpt/roles/searcher.py:module:metagpt.actions.action_node"}, {"id": "{\"lineno\":14,\"end_lineno\":14,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.action_node\",\"names\":[\"ActionNode\"]}}"}, {"id": "metagpt/roles/searcher.py:names:['ActionNode']"}, {"id": "metagpt/roles/searcher.py:module:metagpt.actions.action_output"}, {"id": "{\"lineno\":15,\"end_lineno\":15,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.action_output\",\"names\":[\"ActionOutput\"]}}"}, {"id": "metagpt/roles/searcher.py:names:['ActionOutput']"}, {"id": "metagpt/roles/searcher.py:module:metagpt.logs"}, {"id": "metagpt/roles/searcher.py:names:['logger']"}, {"id": "metagpt/roles/searcher.py:module:metagpt.roles"}, {"id": "metagpt/roles/searcher.py:names:['Role']"}, {"id": "metagpt/roles/searcher.py:module:metagpt.schema"}, {"id": "metagpt/roles/searcher.py:names:['Message']"}, {"id": "metagpt/roles/searcher.py:module:metagpt.tools"}, {"id": "{\"lineno\":19,\"end_lineno\":19,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.tools\",\"names\":[\"SearchEngineType\"]}}"}, {"id": "metagpt/roles/searcher.py:names:['SearchEngineType']"}, {"id": "{\"lineno\":22,\"end_lineno\":78,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"Searcher\"],\"properties\":{}}"}, {"id": "metagpt/roles/assistant.py:Assistant:__init__"}, {"id": "metagpt/roles/assistant.py:Assistant:_plan"}, {"id": "metagpt/roles/assistant.py:ast.Constant:\n@Time    : 2023/8/7\n@Author  : mashenquan\n@File    : assistant.py\n@Desc   : I am attempting to incorporate certain symbol concepts from UML into MetaGPT, enabling it to have the\n            ability to freely construct flows through symbol concatenation. Simultaneously, I am also striving to\n            make these symbols configurable and standardized, making the process of building flows more convenient.\n            For more about `fork` node in activity diagrams, see: `https://www.uml-diagrams.org/activity-diagrams.html`\n          This file defines a `fork` style meta role capable of generating arbitrary roles at runtime based on a\n            configuration file.\n@Modified By: mashenquan, 2023/8/22. A definition has been provided for the return value of _think: returning false\n            indicates that further reasoning cannot continue.\n\n"}, {"id": "{\"lineno\":3,\"end_lineno\":16,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time    : 2023/8/7\\n@Author  : mashenquan\\n@File    : assistant.py\\n@Desc   : I am attempting to incorporate certain symbol concepts from UML into MetaGPT, enabling it to have the\\n            ability to freely construct flows through symbol concatenation. Simultaneously, I am also striving to\\n            make these symbols configurable and standardized, making the process of building flows more convenient.\\n            For more about `fork` node in activity diagrams, see: `https://www.uml-diagrams.org/activity-diagrams.html`\\n          This file defines a `fork` style meta role capable of generating arbitrary roles at runtime based on a\\n            configuration file.\\n@Modified By: mashenquan, 2023/8/22. A definition has been provided for the return value of _think: returning false\\n            indicates that further reasoning cannot continue.\\n\\n\"],\"properties\":{}}"}, {"id": "metagpt/roles/assistant.py:module:enum"}, {"id": "{\"lineno\":17,\"end_lineno\":17,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"enum\",\"names\":[\"Enum\"]}}"}, {"id": "metagpt/roles/assistant.py:names:['Enum']"}, {"id": "metagpt/roles/assistant.py:module:pathlib"}, {"id": "{\"lineno\":18,\"end_lineno\":18,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"pathlib\",\"names\":[\"Path\"]}}"}, {"id": "metagpt/roles/assistant.py:names:['Path']"}, {"id": "metagpt/roles/assistant.py:module:typing"}, {"id": "{\"lineno\":19,\"end_lineno\":19,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"typing\",\"names\":[\"Optional\"]}}"}, {"id": "metagpt/roles/assistant.py:names:['Optional']"}, {"id": "metagpt/roles/assistant.py:module:pydantic"}, {"id": "{\"lineno\":21,\"end_lineno\":21,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"pydantic\",\"names\":[\"Field\"]}}"}, {"id": "metagpt/roles/assistant.py:names:['Field']"}, {"id": "metagpt/roles/assistant.py:module:metagpt.actions.skill_action"}, {"id": "{\"lineno\":23,\"end_lineno\":23,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.skill_action\",\"names\":[\"ArgumentsParingAction\",\"SkillAction\"]}}"}, {"id": "metagpt/roles/assistant.py:names:['ArgumentsParingAction', 'SkillAction']"}, {"id": "metagpt/roles/assistant.py:module:metagpt.actions.talk_action"}, {"id": "{\"lineno\":24,\"end_lineno\":24,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.talk_action\",\"names\":[\"TalkAction\"]}}"}, {"id": "metagpt/roles/assistant.py:names:['TalkAction']"}, {"id": 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"metagpt/roles/assistant.py:names:['Role']"}, {"id": "metagpt/roles/assistant.py:module:metagpt.schema"}, {"id": "{\"lineno\":29,\"end_lineno\":29,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.schema\",\"names\":[\"Message\"]}}"}, {"id": "metagpt/roles/assistant.py:names:['Message']"}, {"id": "{\"lineno\":32,\"end_lineno\":34,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"MessageType\"],\"properties\":{}}"}, {"id": "{\"lineno\":37,\"end_lineno\":139,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"Assistant\"],\"properties\":{}}"}, {"id": "metagpt/roles/__init__.py"}, {"id": "metagpt/roles/__init__.py:__all__"}, {"id": "metagpt/roles/__init__.py:ast.Constant:\n@Time    : 2023/5/11 14:43\n@Author  : alexanderwu\n@File    : __init__.py\n"}, {"id": "{\"lineno\":3,\"end_lineno\":7,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time    : 2023/5/11 14:43\\n@Author  : alexanderwu\\n@File    : __init__.py\\n\"],\"properties\":{}}"}, {"id": 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"{\"lineno\":15,\"end_lineno\":15,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.roles.searcher\",\"names\":[\"Searcher\"]}}"}, {"id": "metagpt/roles/__init__.py:names:['Searcher']"}, {"id": "metagpt/roles/__init__.py:module:metagpt.roles.sales"}, {"id": "{\"lineno\":16,\"end_lineno\":16,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.roles.sales\",\"names\":[\"Sales\"]}}"}, {"id": "metagpt/roles/__init__.py:names:['Sales']"}, {"id": "metagpt/roles/__init__.py:module:metagpt.roles.customer_service"}, {"id": "{\"lineno\":17,\"end_lineno\":17,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.roles.customer_service\",\"names\":[\"CustomerService\"]}}"}, {"id": "metagpt/roles/__init__.py:names:['CustomerService']"}, {"id": "{\"lineno\":20,\"end_lineno\":30,\"type_name\":\"ast.Assign\",\"tokens\":[\"__all__\"],\"properties\":{}}"}, {"id": "metagpt/roles/role.py:Role:__init__"}, {"id": "metagpt/roles/role.py:Role:_reset"}, {"id": "metagpt/roles/role.py:Role:_setting"}, {"id": "metagpt/roles/role.py:Role:_check_actions"}, {"id": "metagpt/roles/role.py:Role:_init_action"}, {"id": "metagpt/roles/role.py:Role:_set_react_mode"}, {"id": "metagpt/roles/role.py:Role:_watch"}, {"id": "metagpt/roles/role.py:Role:_set_state"}, {"id": "metagpt/roles/role.py:Role:_get_prefix"}, {"id": "metagpt/roles/role.py:Role:_think"}, {"id": "metagpt/roles/role.py:Role:_act"}, {"id": "metagpt/roles/role.py:Role:_observe"}, {"id": "metagpt/roles/role.py:Role:_react"}, {"id": "metagpt/roles/role.py:Role:_act_by_order"}, {"id": "metagpt/roles/role.py:Role:_plan_and_act"}, {"id": "metagpt/roles/role.py:PREFIX_TEMPLATE"}, {"id": "metagpt/roles/role.py:CONSTRAINT_TEMPLATE"}, {"id": "metagpt/roles/role.py:STATE_TEMPLATE"}, {"id": "metagpt/roles/role.py:ROLE_TEMPLATE"}, {"id": "metagpt/roles/role.py:ast.Constant:\n@Time    : 2023/5/11 14:42\n@Author  : alexanderwu\n@File    : role.py\n@Modified By: mashenquan, 2023/8/22. A definition has been provided for the return value of _think: returning false indicates that further reasoning cannot continue.\n@Modified By: mashenquan, 2023-11-1. According to Chapter 2.2.1 and 2.2.2 of RFC 116:\n    1. Merge the `recv` functionality into the `_observe` function. Future message reading operations will be\n    consolidated within the `_observe` function.\n    2. Standardize the message filtering for string label matching. Role objects can access the message labels\n    they've subscribed to through the `subscribed_tags` property.\n    3. Move the message receive buffer from the global variable `self.rc.env.memory` to the role's private variable\n    `self.rc.msg_buffer` for easier message identification and asynchronous appending of messages.\n    4. Standardize the way messages are passed: `publish_message` sends messages out, while `put_message` places\n    messages into the Role object's private message receive buffer. There are no other message transmit methods.\n    5. Standardize the parameters for the `run` function: the `test_message` parameter is used for testing purposes\n    only. In the normal workflow, you should use `publish_message` or `put_message` to transmit messages.\n@Modified By: mashenquan, 2023-11-4. According to the routing feature plan in Chapter 2.2.3.2 of RFC 113, the routing\n    functionality is to be consolidated into the `Environment` class.\n"}, {"id": "{\"lineno\":3,\"end_lineno\":21,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time    : 2023/5/11 14:42\\n@Author  : alexanderwu\\n@File    : role.py\\n@Modified By: mashenquan, 2023/8/22. A definition has been provided for the return value of _think: returning false indicates that further reasoning cannot continue.\\n@Modified By: mashenquan, 2023-11-1. According to Chapter 2.2.1 and 2.2.2 of RFC 116:\\n    1. Merge the `recv` functionality into the `_observe` function. Future message reading operations will be\\n    consolidated within the `_observe` function.\\n    2. Standardize the message filtering for string label matching. Role objects can access the message labels\\n    they've subscribed to through the `subscribed_tags` property.\\n    3. Move the message receive buffer from the global variable `self.rc.env.memory` to the role's private variable\\n    `self.rc.msg_buffer` for easier message identification and asynchronous appending of messages.\\n    4. Standardize the way messages are passed: `publish_message` sends messages out, while `put_message` places\\n    messages into the Role object's private message receive buffer. There are no other message transmit methods.\\n    5. Standardize the parameters for the `run` function: the `test_message` parameter is used for testing purposes\\n    only. In the normal workflow, you should use `publish_message` or `put_message` to transmit messages.\\n@Modified By: mashenquan, 2023-11-4. According to the routing feature plan in Chapter 2.2.3.2 of RFC 113, the routing\\n    functionality is to be consolidated into the `Environment` class.\\n\"],\"properties\":{}}"}, {"id": "metagpt/roles/role.py:module:__future__"}, {"id": "{\"lineno\":23,\"end_lineno\":23,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"__future__\",\"names\":[\"annotations\"]}}"}, {"id": "metagpt/roles/role.py:names:['annotations']"}, {"id": "metagpt/roles/role.py:module:enum"}, {"id": "{\"lineno\":25,\"end_lineno\":25,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"enum\",\"names\":[\"Enum\"]}}"}, {"id": "metagpt/roles/role.py:names:['Enum']"}, {"id": "metagpt/roles/role.py:module:typing"}, {"id": "{\"lineno\":26,\"end_lineno\":26,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"typing\",\"names\":[\"Any\",\"Iterable\",\"Optional\",\"Set\",\"Type\",\"Union\"]}}"}, {"id": "metagpt/roles/role.py:names:['Any', 'Iterable', 'Optional', 'Set', 'Type', 'Union']"}, {"id": "metagpt/roles/role.py:module:pydantic"}, {"id": "{\"lineno\":28,\"end_lineno\":28,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"pydantic\",\"names\":[\"BaseModel\",\"ConfigDict\",\"Field\",\"SerializeAsAny\",\"model_validator\"]}}"}, {"id": "metagpt/roles/role.py:names:['BaseModel', 'ConfigDict', 'Field', 'SerializeAsAny', 'model_validator']"}, {"id": "metagpt/roles/role.py:module:metagpt.actions"}, {"id": "{\"lineno\":30,\"end_lineno\":30,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions\",\"names\":[\"Action\",\"ActionOutput\"]}}"}, {"id": "metagpt/roles/role.py:names:['Action', 'ActionOutput']"}, {"id": "metagpt/roles/role.py:module:metagpt.actions.action_node"}, {"id": "{\"lineno\":31,\"end_lineno\":31,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.action_node\",\"names\":[\"ActionNode\"]}}"}, {"id": "metagpt/roles/role.py:names:['ActionNode']"}, {"id": "metagpt/roles/role.py:module:metagpt.actions.add_requirement"}, {"id": "{\"lineno\":32,\"end_lineno\":32,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.add_requirement\",\"names\":[\"UserRequirement\"]}}"}, {"id": "metagpt/roles/role.py:names:['UserRequirement']"}, {"id": "metagpt/roles/role.py:module:metagpt.context_mixin"}, {"id": "{\"lineno\":33,\"end_lineno\":33,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.context_mixin\",\"names\":[\"ContextMixin\"]}}"}, {"id": "metagpt/roles/role.py:names:['ContextMixin']"}, {"id": "metagpt/roles/role.py:module:metagpt.logs"}, {"id": "{\"lineno\":34,\"end_lineno\":34,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.logs\",\"names\":[\"logger\"]}}"}, {"id": "metagpt/roles/role.py:names:['logger']"}, {"id": "metagpt/roles/role.py:module:metagpt.memory"}, {"id": 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According to Section 2.2.3.1 of RFC 135, replace file data in the message with the file name.\\n\"],\"properties\":{}}"}, {"id": "metagpt/actions/debug_error.py:re"}, {"id": "metagpt/actions/debug_error.py:module:pydantic"}, {"id": "{\"lineno\":13,\"end_lineno\":13,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"pydantic\",\"names\":[\"Field\"]}}"}, {"id": "metagpt/actions/debug_error.py:names:['Field']"}, {"id": "metagpt/actions/debug_error.py:module:metagpt.actions.action"}, {"id": "{\"lineno\":15,\"end_lineno\":15,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.action\",\"names\":[\"Action\"]}}"}, {"id": "metagpt/actions/debug_error.py:names:['Action']"}, {"id": "metagpt/actions/debug_error.py:module:metagpt.logs"}, {"id": "metagpt/actions/debug_error.py:names:['logger']"}, {"id": "metagpt/actions/debug_error.py:module:metagpt.schema"}, {"id": "{\"lineno\":17,\"end_lineno\":17,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.schema\",\"names\":[\"RunCodeContext\",\"RunCodeResult\"]}}"}, {"id": "metagpt/actions/debug_error.py:names:['RunCodeContext', 'RunCodeResult']"}, {"id": "metagpt/actions/debug_error.py:module:metagpt.utils.common"}, {"id": "{\"lineno\":18,\"end_lineno\":18,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.utils.common\",\"names\":[\"CodeParser\"]}}"}, {"id": "metagpt/actions/debug_error.py:names:['CodeParser']"}, {"id": "{\"lineno\":20,\"end_lineno\":45,\"type_name\":\"ast.Assign\",\"tokens\":[\"PROMPT_TEMPLATE\"],\"properties\":{}}"}, {"id": "{\"lineno\":48,\"end_lineno\":75,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"DebugError\"],\"properties\":{}}"}, {"id": "metagpt/actions/design_api.py:WriteDesign:_new_system_design"}, {"id": "metagpt/actions/design_api.py:WriteDesign:_merge"}, {"id": "metagpt/actions/design_api.py:WriteDesign:_update_system_design"}, {"id": "metagpt/actions/design_api.py:WriteDesign:_save_data_api_design"}, {"id": "metagpt/actions/design_api.py:WriteDesign:_save_seq_flow"}, {"id": "metagpt/actions/design_api.py:WriteDesign:_save_mermaid_file"}, {"id": "metagpt/actions/design_api.py:NEW_REQ_TEMPLATE"}, {"id": "metagpt/actions/design_api.py:ast.Constant:\n@Time    : 2023/5/11 19:26\n@Author  : alexanderwu\n@File    : design_api.py\n@Modified By: mashenquan, 2023/11/27.\n            1. According to Section 2.2.3.1 of RFC 135, replace file data in the message with the file name.\n            2. According to the design in Section 2.2.3.5.3 of RFC 135, add incremental iteration functionality.\n@Modified By: mashenquan, 2023/12/5. Move the generation logic of the project name to WritePRD.\n"}, {"id": "{\"lineno\":3,\"end_lineno\":11,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time    : 2023/5/11 19:26\\n@Author  : alexanderwu\\n@File    : design_api.py\\n@Modified By: mashenquan, 2023/11/27.\\n            1. According to Section 2.2.3.1 of RFC 135, replace file data in the message with the file name.\\n            2. According to the design in Section 2.2.3.5.3 of RFC 135, add incremental iteration functionality.\\n@Modified By: mashenquan, 2023/12/5. Move the generation logic of the project name to WritePRD.\\n\"],\"properties\":{}}"}, {"id": "metagpt/actions/design_api.py:json"}, {"id": "metagpt/actions/design_api.py:module:pathlib"}, {"id": "metagpt/actions/design_api.py:names:['Path']"}, {"id": "metagpt/actions/design_api.py:module:typing"}, {"id": "{\"lineno\":14,\"end_lineno\":14,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"typing\",\"names\":[\"Optional\"]}}"}, {"id": "metagpt/actions/design_api.py:names:['Optional']"}, {"id": "metagpt/actions/design_api.py:module:metagpt.actions"}, {"id": "{\"lineno\":16,\"end_lineno\":16,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions\",\"names\":[\"Action\",\"ActionOutput\"]}}"}, {"id": "metagpt/actions/design_api.py:names:['Action', 'ActionOutput']"}, {"id": "metagpt/actions/design_api.py:module:metagpt.actions.design_api_an"}, {"id": 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2023/9/13 12:26\n@Author  : femto Zheng\n@File    : execute_task.py\n"}, {"id": "{\"lineno\":3,\"end_lineno\":7,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time    : 2023/9/13 12:26\\n@Author  : femto Zheng\\n@File    : execute_task.py\\n\"],\"properties\":{}}"}, {"id": "metagpt/actions/execute_task.py:module:metagpt.actions"}, {"id": "metagpt/actions/execute_task.py:names:['Action']"}, {"id": "metagpt/actions/execute_task.py:module:metagpt.schema"}, {"id": "{\"lineno\":11,\"end_lineno\":11,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.schema\",\"names\":[\"Message\"]}}"}, {"id": "metagpt/actions/execute_task.py:names:['Message']"}, {"id": "{\"lineno\":14,\"end_lineno\":19,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"ExecuteTask\"],\"properties\":{}}"}, {"id": "metagpt/actions/write_prd.py:WritePRD:_handle_bugfix"}, {"id": "metagpt/actions/write_prd.py:WritePRD:_handle_new_requirement"}, {"id": "metagpt/actions/write_prd.py:WritePRD:_handle_requirement_update"}, {"id": "metagpt/actions/write_prd.py:WritePRD:_is_bugfix"}, {"id": "metagpt/actions/write_prd.py:WritePRD:_is_related"}, {"id": "metagpt/actions/write_prd.py:WritePRD:_merge"}, {"id": "metagpt/actions/write_prd.py:WritePRD:_update_prd"}, {"id": "metagpt/actions/write_prd.py:WritePRD:_save_competitive_analysis"}, {"id": "metagpt/actions/write_prd.py:WritePRD:_rename_workspace"}, {"id": "metagpt/actions/write_prd.py:CONTEXT_TEMPLATE"}, {"id": "metagpt/actions/write_prd.py:NEW_REQ_TEMPLATE"}, {"id": "metagpt/actions/write_prd.py:ast.Constant:\n@Time    : 2023/5/11 17:45\n@Author  : alexanderwu\n@File    : write_prd.py\n@Modified By: mashenquan, 2023/11/27.\n            1. 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Move the document storage operations related to WritePRD from the save operation of WriteDesign.\\n@Modified By: mashenquan, 2023/12/5. 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"{\"lineno\":22,\"end_lineno\":29,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.write_prd_an\",\"names\":[\"COMPETITIVE_QUADRANT_CHART\",\"PROJECT_NAME\",\"REFINED_PRD_NODE\",\"WP_IS_RELATIVE_NODE\",\"WP_ISSUE_TYPE_NODE\",\"WRITE_PRD_NODE\"]}}"}, {"id": "metagpt/actions/write_prd.py:names:['COMPETITIVE_QUADRANT_CHART', 'PROJECT_NAME', 'REFINED_PRD_NODE', 'WP_IS_RELATIVE_NODE', 'WP_ISSUE_TYPE_NODE', 'WRITE_PRD_NODE']"}, {"id": "metagpt/actions/write_prd.py:module:metagpt.const"}, {"id": "{\"lineno\":30,\"end_lineno\":34,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.const\",\"names\":[\"BUGFIX_FILENAME\",\"COMPETITIVE_ANALYSIS_FILE_REPO\",\"REQUIREMENT_FILENAME\"]}}"}, {"id": "metagpt/actions/write_prd.py:names:['BUGFIX_FILENAME', 'COMPETITIVE_ANALYSIS_FILE_REPO', 'REQUIREMENT_FILENAME']"}, {"id": "metagpt/actions/write_prd.py:module:metagpt.logs"}, {"id": 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It uses the specified style to create\ndocstrings for the given code and system text.\n\nUsage:\n    python3 -m metagpt.actions.write_docstring <filename> [--overwrite] [--style=<docstring_style>]\n\nArguments:\n    filename           The path to the Python file for which you want to generate docstrings.\n\nOptions:\n    --overwrite        If specified, overwrite the original file with the code containing docstrings.\n    --style=<docstring_style>   Specify the style of the generated docstrings.\n                                Valid values: 'google', 'numpy', or 'sphinx'.\n                                Default: 'google'\n\nExample:\n    python3 -m metagpt.actions.write_docstring ./metagpt/startup.py --overwrite False --style=numpy\n\nThis script uses the 'fire' library to create a command-line interface. It generates docstrings for the given Python code using\nthe specified docstring style and adds them to the code.\n"}, {"id": "{\"lineno\":1,\"end_lineno\":23,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"Code Docstring Generator.\\n\\nThis script provides a tool to automatically generate docstrings for Python code. It uses the specified style to create\\ndocstrings for the given code and system text.\\n\\nUsage:\\n    python3 -m metagpt.actions.write_docstring <filename> [--overwrite] [--style=<docstring_style>]\\n\\nArguments:\\n    filename           The path to the Python file for which you want to generate docstrings.\\n\\nOptions:\\n    --overwrite        If specified, overwrite the original file with the code containing docstrings.\\n    --style=<docstring_style>   Specify the style of the generated docstrings.\\n                                Valid values: 'google', 'numpy', or 'sphinx'.\\n                                Default: 'google'\\n\\nExample:\\n    python3 -m metagpt.actions.write_docstring ./metagpt/startup.py --overwrite False --style=numpy\\n\\nThis script uses the 'fire' library to create a command-line interface. It generates docstrings for the given Python code using\\nthe specified docstring style and adds them to the code.\\n\"],\"properties\":{}}"}, {"id": "metagpt/actions/write_docstring.py:module:__future__"}, {"id": "{\"lineno\":24,\"end_lineno\":24,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"__future__\",\"names\":[\"annotations\"]}}"}, {"id": "metagpt/actions/write_docstring.py:names:['annotations']"}, {"id": "metagpt/actions/write_docstring.py:ast"}, {"id": "{\"lineno\":26,\"end_lineno\":26,\"type_name\":\"ast.Import\",\"tokens\":[\"ast\"],\"properties\":{}}"}, {"id": "metagpt/actions/write_docstring.py:module:pathlib"}, {"id": "{\"lineno\":27,\"end_lineno\":27,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"pathlib\",\"names\":[\"Path\"]}}"}, {"id": "metagpt/actions/write_docstring.py:names:['Path']"}, {"id": "metagpt/actions/write_docstring.py:module:typing"}, {"id": 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{"id": "metagpt/actions/fix_bug.py:names:['Action']"}, {"id": "{\"lineno\":10,\"end_lineno\":13,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"FixBug\"],\"properties\":{}}"}, {"id": "metagpt/actions/prepare_interview.py:QUESTIONS"}, {"id": "metagpt/actions/prepare_interview.py:ast.Constant:\n@Time    : 2023/9/19 15:02\n@Author  : DevXiaolan\n@File    : prepare_interview.py\n"}, {"id": "{\"lineno\":3,\"end_lineno\":7,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time    : 2023/9/19 15:02\\n@Author  : DevXiaolan\\n@File    : prepare_interview.py\\n\"],\"properties\":{}}"}, {"id": "metagpt/actions/prepare_interview.py:module:metagpt.actions"}, {"id": "metagpt/actions/prepare_interview.py:names:['Action']"}, {"id": "metagpt/actions/prepare_interview.py:module:metagpt.actions.action_node"}, {"id": "{\"lineno\":9,\"end_lineno\":9,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.action_node\",\"names\":[\"ActionNode\"]}}"}, {"id": 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{"id": "metagpt/actions/write_teaching_plan.py:module:metagpt.context"}, {"id": "metagpt/actions/write_teaching_plan.py:names:['Context']"}, {"id": "metagpt/actions/write_teaching_plan.py:module:metagpt.logs"}, {"id": "metagpt/actions/write_teaching_plan.py:names:['logger']"}, {"id": "{\"lineno\":15,\"end_lineno\":89,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"WriteTeachingPlanPart\"],\"properties\":{}}"}, {"id": "{\"lineno\":92,\"end_lineno\":191,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"TeachingPlanBlock\"],\"properties\":{}}"}, {"id": "metagpt/actions/project_management_an.py"}, {"id": "metagpt/actions/project_management_an.py:main"}, {"id": "metagpt/actions/project_management_an.py:REQUIRED_PYTHON_PACKAGES"}, {"id": "metagpt/actions/project_management_an.py:REQUIRED_OTHER_LANGUAGE_PACKAGES"}, {"id": "metagpt/actions/project_management_an.py:LOGIC_ANALYSIS"}, {"id": "metagpt/actions/project_management_an.py:REFINED_LOGIC_ANALYSIS"}, {"id": 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According to the design in Section 2.2.3.5.4 of RFC 135, add incremental iteration functionality.\\n\"],\"properties\":{}}"}, {"id": "metagpt/actions/project_management.py:json"}, {"id": "{\"lineno\":13,\"end_lineno\":13,\"type_name\":\"ast.Import\",\"tokens\":[\"json\"],\"properties\":{}}"}, {"id": "metagpt/actions/project_management.py:module:typing"}, {"id": "metagpt/actions/project_management.py:names:['Optional']"}, {"id": "metagpt/actions/project_management.py:module:metagpt.actions.action"}, {"id": "{\"lineno\":16,\"end_lineno\":16,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.action\",\"names\":[\"Action\"]}}"}, {"id": "metagpt/actions/project_management.py:names:['Action']"}, {"id": "metagpt/actions/project_management.py:module:metagpt.actions.action_output"}, {"id": "{\"lineno\":17,\"end_lineno\":17,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.action_output\",\"names\":[\"ActionOutput\"]}}"}, {"id": "metagpt/actions/project_management.py:names:['ActionOutput']"}, {"id": "metagpt/actions/project_management.py:module:metagpt.actions.project_management_an"}, {"id": "{\"lineno\":18,\"end_lineno\":18,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.actions.project_management_an\",\"names\":[\"PM_NODE\",\"REFINED_PM_NODE\"]}}"}, {"id": "metagpt/actions/project_management.py:names:['PM_NODE', 'REFINED_PM_NODE']"}, {"id": "metagpt/actions/project_management.py:module:metagpt.const"}, {"id": "{\"lineno\":19,\"end_lineno\":19,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.const\",\"names\":[\"PACKAGE_REQUIREMENTS_FILENAME\"]}}"}, {"id": "metagpt/actions/project_management.py:names:['PACKAGE_REQUIREMENTS_FILENAME']"}, {"id": "metagpt/actions/project_management.py:module:metagpt.logs"}, {"id": "metagpt/actions/project_management.py:names:['logger']"}, {"id": "metagpt/actions/project_management.py:module:metagpt.schema"}, {"id": "{\"lineno\":21,\"end_lineno\":21,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.schema\",\"names\":[\"Document\",\"Documents\"]}}"}, {"id": "metagpt/actions/project_management.py:names:['Document', 'Documents']"}, {"id": "{\"lineno\":23,\"end_lineno\":29,\"type_name\":\"ast.Assign\",\"tokens\":[\"NEW_REQ_TEMPLATE\"],\"properties\":{}}"}, {"id": "{\"lineno\":32,\"end_lineno\":96,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"WriteTasks\"],\"properties\":{}}"}, {"id": "metagpt/actions/action_node.py:ActionNode:__init__"}, {"id": "metagpt/actions/action_node.py:ActionNode:__str__"}, {"id": "metagpt/actions/action_node.py:ActionNode:__repr__"}, {"id": "metagpt/actions/action_node.py:ActionNode:_compile_f"}, {"id": "metagpt/actions/action_node.py:ActionNode:_aask_v1"}, {"id": "metagpt/actions/action_node.py:ActionNode:_makeup_nodes_output_with_req"}, {"id": "metagpt/actions/action_node.py:ActionNode:_makeup_nodes_output_with_comment"}, {"id": "metagpt/actions/action_node.py:dict_to_markdown"}, {"id": "metagpt/actions/action_node.py:TAG"}, {"id": "metagpt/actions/action_node.py:LANGUAGE_CONSTRAINT"}, {"id": "metagpt/actions/action_node.py:FORMAT_CONSTRAINT"}, {"id": "metagpt/actions/action_node.py:SIMPLE_TEMPLATE"}, {"id": "metagpt/actions/action_node.py:REVIEW_TEMPLATE"}, {"id": "metagpt/actions/action_node.py:REVISE_TEMPLATE"}, {"id": "metagpt/actions/action_node.py:ast.Constant:\n@Time    : 2023/12/11 18:45\n@Author  : alexanderwu\n@File    : action_node.py\n\nNOTE: You should use typing.List instead of list to do type annotation. Because in the markdown extraction process,\n  we can use typing to extract the type of the node, but we cannot use built-in list to extract.\n"}, {"id": "{\"lineno\":3,\"end_lineno\":10,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time    : 2023/12/11 18:45\\n@Author  : alexanderwu\\n@File    : action_node.py\\n\\nNOTE: You should use typing.List instead of list to do type annotation. Because in the markdown extraction process,\\n  we can use typing to extract the type of the node, but we cannot use built-in list to extract.\\n\"],\"properties\":{}}"}, {"id": "metagpt/actions/action_node.py:json"}, {"id": "metagpt/actions/action_node.py:module:enum"}, {"id": "metagpt/actions/action_node.py:names:['Enum']"}, {"id": "metagpt/actions/action_node.py:module:typing"}, {"id": "{\"lineno\":13,\"end_lineno\":13,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"typing\",\"names\":[\"Any\",\"Dict\",\"List\",\"Optional\",\"Tuple\",\"Type\",\"Union\"]}}"}, {"id": "metagpt/actions/action_node.py:names:['Any', 'Dict', 'List', 'Optional', 'Tuple', 'Type', 'Union']"}, {"id": "metagpt/actions/action_node.py:module:pydantic"}, {"id": "{\"lineno\":15,\"end_lineno\":15,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"pydantic\",\"names\":[\"BaseModel\",\"Field\",\"create_model\",\"model_validator\"]}}"}, {"id": 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"{\"name\":\"WriteDirectory\",\"visibility\":\"+\",\"attributes\":[{\"name\":\"language\",\"visibility\":\"+\",\"value_type\":\"str\",\"default_value\":\"\"},{\"name\":\"name\",\"visibility\":\"+\",\"value_type\":\"str\",\"default_value\":\"\"}],\"methods\":[]}"}, {"id": "{\"name\":\"WriteDocstring\",\"visibility\":\"+\",\"attributes\":[{\"name\":\"desc\",\"visibility\":\"+\",\"value_type\":\"str\",\"default_value\":\"\"},{\"name\":\"i_context\",\"visibility\":\"+\",\"value_type\":\"Optional[str]\",\"default_value\":\"\"}],\"methods\":[]}"}, {"id": "{\"name\":\"WritePRD\",\"visibility\":\"+\",\"attributes\":[{\"name\":\"project_name\",\"visibility\":\"+\",\"value_type\":\"str\",\"default_value\":\"\"}],\"methods\":[]}"}, {"id": "{\"name\":\"WritePRDReview\",\"visibility\":\"+\",\"attributes\":[{\"name\":\"desc\",\"visibility\":\"+\",\"value_type\":\"str\",\"default_value\":\"\"},{\"name\":\"i_context\",\"visibility\":\"+\",\"value_type\":\"Optional[str]\",\"default_value\":\"\"},{\"name\":\"name\",\"visibility\":\"+\",\"value_type\":\"str\",\"default_value\":\"\"},{\"name\":\"prd\",\"visibility\":\"+\",\"value_type\":\"Optional[str]\",\"default_value\":\"\"},{\"name\":\"prd_review_prompt_template\",\"visibility\":\"+\",\"value_type\":\"str\",\"default_value\":\"\"}],\"methods\":[]}"}, {"id": "{\"name\":\"WriteReview\",\"visibility\":\"+\",\"attributes\":[{\"name\":\"name\",\"visibility\":\"+\",\"value_type\":\"str\",\"default_value\":\"\"}],\"methods\":[]}"}, {"id": "{\"name\":\"WriteTasks\",\"visibility\":\"+\",\"attributes\":[{\"name\":\"i_context\",\"visibility\":\"+\",\"value_type\":\"Optional[str]\",\"default_value\":\"\"},{\"name\":\"name\",\"visibility\":\"+\",\"value_type\":\"str\",\"default_value\":\"\"}],\"methods\":[]}"}, {"id": "{\"name\":\"WriteTeachingPlanPart\",\"visibility\":\"+\",\"attributes\":[{\"name\":\"i_context\",\"visibility\":\"+\",\"value_type\":\"Optional[str]\",\"default_value\":\"\"},{\"name\":\"language\",\"visibility\":\"+\",\"value_type\":\"str\",\"default_value\":\"\"},{\"name\":\"rsp\",\"visibility\":\"+\",\"value_type\":\"Optional[str]\",\"default_value\":\"\"},{\"name\":\"topic\",\"visibility\":\"+\",\"value_type\":\"str\",\"default_value\":\"\"}],\"methods\":[]}"}, {"id": "{\"name\":\"WriteTest\",\"visibility\":\"+\",\"attributes\":[{\"name\":\"i_context\",\"visibility\":\"+\",\"value_type\":\"Optional[TestingContext]\",\"default_value\":\"\"},{\"name\":\"name\",\"visibility\":\"+\",\"value_type\":\"str\",\"default_value\":\"\"}],\"methods\":[]}"}, {"id": "{\"name\":\"WsParam\",\"visibility\":\"+\",\"attributes\":[{\"name\":\"api_key\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"},{\"name\":\"api_secret\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"},{\"name\":\"app_id\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"},{\"name\":\"host\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"},{\"name\":\"message\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"},{\"name\":\"path\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"},{\"name\":\"spark_url\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"}],\"methods\":[]}"}, {"id": "{\"name\":\"YamlModel\",\"visibility\":\"+\",\"attributes\":[{\"name\":\"extra_fields\",\"visibility\":\"+\",\"value_type\":\"Optional[Dict[str,str]]\",\"default_value\":\"\"}],\"methods\":[]}"}, {"id": "{\"name\":\"YamlModelWithoutDefault\",\"visibility\":\"+\",\"attributes\":[],\"methods\":[]}"}, {"id": "{\"name\":\"ZhiPuAILLM\",\"visibility\":\"+\",\"attributes\":[{\"name\":\"config\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"},{\"name\":\"llm\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"},{\"name\":\"model\",\"visibility\":\"+\",\"value_type\":\"str\",\"default_value\":\"\"},{\"name\":\"use_system_prompt\",\"visibility\":\"+\",\"value_type\":\"bool\",\"default_value\":\"\"}],\"methods\":[]}"}, {"id": "{\"name\":\"ZhiPuEvent\",\"visibility\":\"+\",\"attributes\":[{\"name\":\"name\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"}],\"methods\":[]}"}, {"id": "{\"name\":\"ZhiPuModelAPI\",\"visibility\":\"+\",\"attributes\":[],\"methods\":[]}"}, {"id": "{\"name\":\"_AgentSkill\",\"visibility\":\"#\",\"attributes\":[{\"name\":\"name\",\"visibility\":\"+\",\"value_type\":\"str\",\"default_value\":\"\"}],\"methods\":[]}"}, {"id": "{\"name\":\"_VisualClassView\",\"visibility\":\"#\",\"attributes\":[{\"name\":\"aggregations\",\"visibility\":\"+\",\"value_type\":\"List[str]\",\"default_value\":\"\"},{\"name\":\"compositions\",\"visibility\":\"+\",\"value_type\":\"List[str]\",\"default_value\":\"\"},{\"name\":\"generalizations\",\"visibility\":\"+\",\"value_type\":\"List[str]\",\"default_value\":\"\"},{\"name\":\"name\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"},{\"name\":\"package\",\"visibility\":\"+\",\"value_type\":\"str\",\"default_value\":\"\"},{\"name\":\"uml\",\"visibility\":\"+\",\"value_type\":\"Optional[UMLClassView]\",\"default_value\":\"\"}],\"methods\":[]}"}, {"id": "\nsequenceDiagram\n    participant User\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n```\n"}, {"id": "20240131222415604:{\nsequenceDiagram\n    participant User\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n```\n}"}, {"id": "?:User"}, {"id": "?:Typer"}, {"id": "{\"description\":\"This source code defines a Context class that represents the environment context for MetaGPT. It contains methods for creating a new os.environ object and for obtaining a LLM (Language Model) instance with a cost manager.\",\"use_cases\":[{\"description\":\"Create a new os.environ object\",\"inputs\":[],\"outputs\":[\"env\"],\"actors\":[\"ProjectRepo\",\"GitRepository\",\"Path\"],\"steps\":[\"Copy the current os.environ object\",\"Return the copied os.environ object\"],\"reason\":\"When the system needs to create a new os.environ object for the MetaGPT environment\"},{\"description\":\"Obtain a LLM (Language Model) instance with a cost manager\",\"inputs\":[],\"outputs\":[\"llm\"],\"actors\":[\"BaseLLM\",\"LLMConfig\"],\"steps\":[\"Create a new LLM instance based on the configuration\",\"Set the cost manager for the LLM instance\",\"Return the LLM instance\"],\"reason\":\"When the system needs to obtain a LLM instance with a cost manager for the MetaGPT environment\"}],\"relationship\":[\"The 'Obtain a LLM (Language Model) instance with a cost manager' use case depends on the 'Create a new os.environ object' use case as it requires the environment context to be set up before obtaining the LLM instance.\"]}"}, {"id": "\nsequenceDiagram\n    participant ProjectRepo\n    participant GitRepository\n    participant Path\n    participant BaseLLM\n    participant LLMConfig\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n"}, {"id": "\nsequenceDiagram\n    participant ProjectRepo\n    participant GitRepository\n    participant Path\n    participant BaseLLM\n    participant LLMConfig\n    participant User\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n"}, {"id": "20240131222533217:{\nsequenceDiagram\n    participant ProjectRepo\n    participant GitRepository\n    participant Path\n    participant BaseLLM\n    participant LLMConfig\n    participant User\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"id": "{\"description\":\"The source code defines a class 'ProjectRepo' which is a file repository for a project. It contains methods to interact with the project's files and resources.\",\"use_cases\":[{\"description\":\"Retrieve project requirements\",\"inputs\":[],\"outputs\":[\"requirement\"],\"actors\":[\"ProjectRepo\"],\"steps\":[\"The 'ProjectRepo' class retrieves the project requirements from the 'docs' attribute using the 'requirement' property.\"],\"reason\":\"When the system needs to access the project requirements.\"},{\"description\":\"Check if code files exist\",\"inputs\":[],\"outputs\":[\"code_files_exist\"],\"actors\":[\"ProjectRepo\"],\"steps\":[\"The 'ProjectRepo' class checks if the code files exist by accessing the 'srcs' attribute and its 'all_files' property.\"],\"reason\":\"When the system needs to verify the existence of code files.\"},{\"description\":\"Set source path for the project\",\"inputs\":[\"path\"],\"outputs\":[\"ProjectRepo\"],\"actors\":[\"ProjectRepo\"],\"steps\":[\"The 'ProjectRepo' class sets the source path for the project by using the 'with_src_path' method with the specified 'path'.\"],\"reason\":\"When the system needs to update the source path for the project.\"}],\"relationship\":[\"The 'Retrieve project requirements' use case is related to the 'Check if code files exist' use case as both involve accessing project files and resources.\",\"The 'Set source path for the project' use case is related to the 'Check if code files exist' use case as setting the source path may impact the existence of code files.\"]}"}, {"id": "\nsequenceDiagram\n    participant ProjectRepo\n    participant str\n    participant Path\n\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n"}, {"id": "\nsequenceDiagram\n    participant ProjectRepo\n    participant str\n    participant Path\n    participant GitRepository\n    participant BaseLLM\n    participant LLMConfig\n    participant User\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n"}, {"id": "20240131222606110:{\nsequenceDiagram\n    participant ProjectRepo\n    participant str\n    participant Path\n    participant GitRepository\n    participant BaseLLM\n    participant LLMConfig\n    participant User\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"id": "?:str"}, {"id": "{\"description\":\"This source code defines a class `GitRepository` that represents a Git repository. It provides methods to interact with the repository, such as opening an existing repository, initializing a new repository, adding or removing files from the staging area, committing changes, deleting the repository, and more.\",\"use_cases\":[{\"description\":\"Open an existing Git repository or initialize a new one.\",\"inputs\":[\"local_path\",\"auto_init\"],\"outputs\":[],\"actors\":[\"FileRepository\"],\"steps\":[\"Check if the provided path is a Git repository\",\"If it is a Git repository, open it and set the repository attribute\",\"If it is not a Git repository and auto_init is True, initialize a new Git repository at the provided path\"],\"reason\":\"When a user wants to open an existing Git repository or initialize a new one for further operations.\"},{\"description\":\"Add or remove files from the staging area based on the provided changes.\",\"inputs\":[\"files\"],\"outputs\":[],\"actors\":[\"FileRepository\"],\"steps\":[\"Iterate through the provided files and their change types\",\"Add or remove files from the staging area based on the change types\"],\"reason\":\"When a user wants to stage changes in the Git repository.\"},{\"description\":\"Commit the staged changes with the given comments.\",\"inputs\":[\"comments\"],\"outputs\":[],\"actors\":[\"FileRepository\"],\"steps\":[\"Commit the staged changes with the provided comments\"],\"reason\":\"When a user wants to commit the staged changes in the Git repository.\"},{\"description\":\"Delete the entire repository directory.\",\"inputs\":[],\"outputs\":[],\"actors\":[\"FileRepository\"],\"steps\":[\"Delete the entire repository directory if it is valid\"],\"reason\":\"When a user wants to delete the entire Git repository directory.\"},{\"description\":\"Return a dictionary of changed files and their change types.\",\"inputs\":[],\"outputs\":[\"changed_files\"],\"actors\":[\"FileRepository\"],\"steps\":[\"Retrieve the untracked files and their change types\",\"Retrieve the changed files and their change types from the index\",\"Combine the untracked and changed files into a dictionary\"],\"reason\":\"When a user wants to get the changed files in the Git repository.\"},{\"description\":\"Check if the specified directory is a Git repository.\",\"inputs\":[\"local_path\"],\"outputs\":[\"is_git_dir\"],\"actors\":[\"FileRepository\"],\"steps\":[\"Check if the specified directory contains a .git directory\"],\"reason\":\"When a user wants to check if a directory is a Git repository.\"},{\"description\":\"Check if the Git repository is valid (exists and is initialized).\",\"inputs\":[],\"outputs\":[\"is_valid\"],\"actors\":[\"FileRepository\"],\"steps\":[\"Check if the repository attribute is not None\"],\"reason\":\"When a user wants to check if the Git repository is valid.\"},{\"description\":\"Return the Git repository's status as a string.\",\"inputs\":[],\"outputs\":[\"status\"],\"actors\":[\"FileRepository\"],\"steps\":[\"Return the status of the Git repository using GitPython\"],\"reason\":\"When a user wants to get the status of the Git repository.\"},{\"description\":\"Return the path to the working directory of the Git repository.\",\"inputs\":[],\"outputs\":[\"workdir\"],\"actors\":[\"FileRepository\"],\"steps\":[\"Return the path to the working directory if the repository is valid\"],\"reason\":\"When a user wants to get the working directory of the Git repository.\"},{\"description\":\"Archive the current state of the Git repository.\",\"inputs\":[\"comments\"],\"outputs\":[],\"actors\":[\"FileRepository\"],\"steps\":[\"Add all changed files to the staging area\",\"Commit the changes with the provided comments\"],\"reason\":\"When a user wants to archive the current state of the Git repository.\"},{\"description\":\"Create a new instance of FileRepository associated with this Git repository.\",\"inputs\":[\"relative_path\"],\"outputs\":[\"FileRepository\"],\"actors\":[\"FileRepository\"],\"steps\":[\"Create a new instance of FileRepository with the provided relative path\"],\"reason\":\"When a user wants to create a new instance of FileRepository associated with the Git repository.\"},{\"description\":\"Get the dependency file associated with the Git repository.\",\"inputs\":[],\"outputs\":[\"DependencyFile\"],\"actors\":[\"FileRepository\"],\"steps\":[\"If the dependency file is not available, create a new instance of DependencyFile\"],\"reason\":\"When a user wants to get the dependency file associated with the Git repository.\"},{\"description\":\"Rename the root directory of the Git repository.\",\"inputs\":[\"new_dir_name\"],\"outputs\":[],\"actors\":[\"FileRepository\"],\"steps\":[\"Rename the root directory of the Git repository to the provided new name\"],\"reason\":\"When a user wants to rename the root directory of the Git repository.\"},{\"description\":\"Retrieve a list of files in the specified relative path.\",\"inputs\":[\"relative_path\",\"root_relative_path\",\"filter_ignored\"],\"outputs\":[\"List\"],\"actors\":[\"FileRepository\"],\"steps\":[\"Retrieve the list of files in the specified relative path\",\"Recursively retrieve files from subdirectories if present\",\"Filter the files based on .gitignore rules if required\"],\"reason\":\"When a user wants to retrieve a list of files in the specified relative path within the Git repository.\"},{\"description\":\"Filter a list of filenames based on .gitignore rules.\",\"inputs\":[\"filenames\",\"root_relative_path\"],\"outputs\":[\"List\"],\"actors\":[\"FileRepository\"],\"steps\":[\"Filter the list of filenames based on .gitignore rules\"],\"reason\":\"When a user wants to filter a list of filenames based on .gitignore rules.\"}],\"relationship\":[\"Open an existing Git repository or initialize a new one can be performed by FileRepository\",\"Add or remove files from the staging area based on the provided changes can be performed by FileRepository\",\"Commit the staged changes with the given comments can be performed by FileRepository\",\"Delete the entire repository directory can be performed by FileRepository\",\"Return a dictionary of changed files and their change types can be performed by FileRepository\",\"Check if the specified directory is a Git repository can be performed by FileRepository\",\"Check if the Git repository is valid (exists and is initialized) can be performed by FileRepository\",\"Return the Git repository's status as a string can be performed by FileRepository\",\"Return the path to the working directory of the Git repository can be performed by FileRepository\",\"Archive the current state of the Git repository can be performed by FileRepository\",\"Create a new instance of FileRepository associated with this Git repository can be performed by FileRepository\",\"Get the dependency file associated with the Git repository can be performed by FileRepository\",\"Rename the root directory of the Git repository can be performed by FileRepository\",\"Retrieve a list of files in the specified relative path can be performed by FileRepository\",\"Filter a list of filenames based on .gitignore rules can be performed by FileRepository\"]}"}, {"id": "\nsequenceDiagram\n    participant FileRepository\n    participant DependencyFile\n    participant Path\n    participant Path\\\\\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    FileRepository->>FileRepository: filter_gitignore(filenames, root_relative_path)\n"}, {"id": "\nsequenceDiagram\n    participant FileRepository\n    participant DependencyFile\n    participant Path\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant GitRepository\n    participant BaseLLM\n    participant LLMConfig\n    participant User\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    FileRepository->>FileRepository: filter_gitignore(filenames, root_relative_path)\n\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n"}, {"id": "20240131222711914:{\nsequenceDiagram\n    participant FileRepository\n    participant DependencyFile\n    participant Path\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant GitRepository\n    participant BaseLLM\n    participant LLMConfig\n    participant User\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    FileRepository->>FileRepository: filter_gitignore(filenames, root_relative_path)\n\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"id": "{\"description\":\"This source code defines a class representing a FileRepository associated with a Git repository. The class includes methods for saving, getting, and deleting files, as well as managing file dependencies and generating new filenames.\",\"use_cases\":[{\"description\":\"Save content to a file and update its dependencies.\",\"inputs\":[\"filename\",\"content\",\"dependencies\"],\"outputs\":[\"Document\"],\"actors\":[\"Document\",\"Path\",\"List\"],\"steps\":[\"Create the pathname for the file within the repository.\",\"Write the content to the file.\",\"Update the dependencies if provided.\",\"Return the saved document.\"],\"reason\":\"When new content needs to be saved to a file and its dependencies need to be updated.\"},{\"description\":\"Get the dependencies of a file.\",\"inputs\":[\"filename\"],\"outputs\":[\"Set\"],\"actors\":[\"Path\"],\"steps\":[\"Retrieve the pathname of the file within the repository.\",\"Get the dependencies of the file.\",\"Return the set of dependencies.\"],\"reason\":\"When the dependencies of a file need to be retrieved.\"},{\"description\":\"Get the dependencies of a file that have changed.\",\"inputs\":[\"filename\"],\"outputs\":[\"Set\"],\"actors\":[\"Path\"],\"steps\":[\"Get the dependencies of the file.\",\"Identify the changed dependent files.\",\"Return the set of changed dependencies.\"],\"reason\":\"When the dependencies of a file that have changed need to be retrieved.\"},{\"description\":\"Read the content of a file.\",\"inputs\":[\"filename\"],\"outputs\":[\"Document\",\"None\"],\"actors\":[\"Path\"],\"steps\":[\"Create a document instance for the file.\",\"Read the content of the file.\",\"Return the document with the content or None if the file does not exist.\"],\"reason\":\"When the content of a file needs to be read.\"},{\"description\":\"Get the content of all files in the repository.\",\"inputs\":[\"filter_ignored\"],\"outputs\":[\"List[Document]\"],\"actors\":[\"Path\"],\"steps\":[\"Retrieve the content of all files in the repository.\",\"Return a list of document instances representing the files.\"],\"reason\":\"When the content of all files in the repository needs to be retrieved.\"},{\"description\":\"Get the files in a directory that have changed.\",\"inputs\":[\"dir\"],\"outputs\":[\"List\"],\"actors\":[\"Path\"],\"steps\":[\"Identify the changed files within the directory.\",\"Return the list of changed files.\"],\"reason\":\"When the changed files within a directory need to be retrieved.\"},{\"description\":\"Generate a new filename based on the current timestamp and a UUID suffix.\",\"inputs\":[],\"outputs\":[\"str\"],\"actors\":[],\"steps\":[\"Generate a new filename based on the current timestamp and a UUID suffix.\",\"Return the new filename.\"],\"reason\":\"When a new filename needs to be generated.\"},{\"description\":\"Save content to a file and update its dependencies using a Document instance.\",\"inputs\":[\"doc\",\"dependencies\"],\"outputs\":[],\"actors\":[\"Document\",\"List\"],\"steps\":[\"Save the content of the document to a file.\",\"Update the dependencies if provided.\"],\"reason\":\"When the content of a document needs to be saved to a file and its dependencies need to be updated.\"},{\"description\":\"Save a Document instance as a PDF file.\",\"inputs\":[\"doc\",\"with_suffix\",\"dependencies\"],\"outputs\":[],\"actors\":[\"Document\",\"List\"],\"steps\":[\"Convert the content of the document to Markdown.\",\"Save it to a file with an optional specified suffix.\",\"Log the saved file.\"],\"reason\":\"When a document instance needs to be saved as a PDF file.\"},{\"description\":\"Delete a file from the file repository.\",\"inputs\":[\"filename\"],\"outputs\":[],\"actors\":[\"Path\"],\"steps\":[\"Delete the file from the file repository.\"],\"reason\":\"When a file needs to be deleted from the file repository.\"}],\"relationship\":[\"Save content to a file and update its dependencies is related to Get the dependencies of a file.\",\"Save content to a file and update its dependencies is related to Get the dependencies of a file that have changed.\",\"Save content to a file and update its dependencies is related to Read the content of a file.\",\"Save content to a file and update its dependencies is related to Get the content of all files in the repository.\",\"Save content to a file and update its dependencies is related to Get the files in a directory that have changed.\",\"Save content to a file and update its dependencies is related to Generate a new filename based on the current timestamp and a UUID suffix.\",\"Save content to a file and update its dependencies is related to Save content to a file and update its dependencies using a Document instance.\",\"Save content to a file and update its dependencies is related to Save a Document instance as a PDF file.\",\"Save content to a file and update its dependencies is related to Delete a file from the file repository.\"]}"}, {"id": "\nsequenceDiagram\n    participant Document\n    participant Path\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n\n    Document ->> FileRepository: get_all(filter_ignored)\n    FileRepository ->> FileRepository: retrieve content of all files\n    FileRepository ->> Document: return list of document instances\n\n    Document ->> FileRepository: get_change_dir_files(dir)\n    FileRepository ->> FileRepository: identify changed files within directory\n    FileRepository ->> Document: return list of changed files\n\n    Document ->> FileRepository: save_doc(doc, dependencies)\n    FileRepository ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Document: return saved document\n\n    Document ->> FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository ->> Path: convert content of document to Markdown\n    FileRepository ->> FileRepository: save content to file with optional suffix\n    FileRepository ->> Document: return saved document\n\n    Document ->> FileRepository: delete(filename)\n    FileRepository ->> Path: delete file from repository\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(filename, dependencies)\n"}, {"id": "\nsequenceDiagram\n    participant Document\n    participant Path\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant DependencyFile\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant BaseLLM\n    participant LLMConfig\n    participant User\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n\n    Document ->> FileRepository: get_all(filter_ignored)\n    FileRepository ->> FileRepository: retrieve content of all files\n    FileRepository ->> Document: return list of document instances\n\n    Document ->> FileRepository: get_change_dir_files(dir)\n    FileRepository ->> FileRepository: identify changed files within directory\n    FileRepository ->> Document: return list of changed files\n\n    Document ->> FileRepository: save_doc(doc, dependencies)\n    FileRepository ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Document: return saved document\n\n    Document ->> FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository ->> Path: convert content of document to Markdown\n    FileRepository ->> FileRepository: save content to file with optional suffix\n    FileRepository ->> Document: return saved document\n\n    Document ->> FileRepository: delete(filename)\n    FileRepository ->> Path: delete file from repository\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(filename, dependencies)\n\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    FileRepository->>FileRepository: filter_gitignore(filenames, root_relative_path)\n\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n"}, {"id": "20240131222829147:{\nsequenceDiagram\n    participant Document\n    participant Path\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant DependencyFile\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant BaseLLM\n    participant LLMConfig\n    participant User\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n\n    Document ->> FileRepository: get_all(filter_ignored)\n    FileRepository ->> FileRepository: retrieve content of all files\n    FileRepository ->> Document: return list of document instances\n\n    Document ->> FileRepository: get_change_dir_files(dir)\n    FileRepository ->> FileRepository: identify changed files within directory\n    FileRepository ->> Document: return list of changed files\n\n    Document ->> FileRepository: save_doc(doc, dependencies)\n    FileRepository ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Document: return saved document\n\n    Document ->> FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository ->> Path: convert content of document to Markdown\n    FileRepository ->> FileRepository: save content to file with optional suffix\n    FileRepository ->> Document: return saved document\n\n    Document ->> FileRepository: delete(filename)\n    FileRepository ->> Path: delete file from repository\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(filename, dependencies)\n\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    FileRepository->>FileRepository: filter_gitignore(filenames, root_relative_path)\n\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"id": "?:List"}, {"id": "?:aiofiles"}, {"id": "?:os"}, {"id": "?:datetime"}, {"id": "?:json"}, {"id": "{\"description\":\"The source code is a python class representing a DependencyFile for managing dependencies. It includes methods for loading, saving, updating, getting, and deleting dependencies from a file asynchronously.\",\"use_cases\":[{\"description\":\"Load dependencies from the file asynchronously.\",\"inputs\":[],\"outputs\":[],\"actors\":[\"User\"],\"steps\":[\"Check if the file exists\",\"Read the file asynchronously\",\"Parse the JSON data\",\"Update the internal dependencies\"],\"reason\":\"When the system needs to load dependencies from the file.\"},{\"description\":\"Save dependencies to the file asynchronously.\",\"inputs\":[],\"outputs\":[],\"actors\":[\"User\"],\"steps\":[\"Convert dependencies to JSON\",\"Open the file for writing asynchronously\",\"Write the JSON data to the file\"],\"reason\":\"When the system needs to save dependencies to the file.\"},{\"description\":\"Update dependencies for a file asynchronously.\",\"inputs\":[\"filename\",\"dependencies\",\"persist\"],\"outputs\":[],\"actors\":[\"User\"],\"steps\":[\"Load dependencies if persist is true\",\"Get the relative path of the filename\",\"Update the internal dependencies with the new dependencies\",\"Persist the changes if persist is true\"],\"reason\":\"When the system needs to update dependencies for a file.\"},{\"description\":\"Get dependencies for a file asynchronously.\",\"inputs\":[\"filename\",\"persist\"],\"outputs\":[\"A set of dependencies\"],\"actors\":[\"User\"],\"steps\":[\"Load dependencies if persist is true\",\"Get the relative path of the filename\",\"Return the set of dependencies for the file\"],\"reason\":\"When the system needs to retrieve dependencies for a file.\"},{\"description\":\"Delete the dependency file.\",\"inputs\":[],\"outputs\":[],\"actors\":[\"User\"],\"steps\":[\"Delete the dependency file if it exists\"],\"reason\":\"When the system needs to delete the dependency file.\"}],\"relationship\":[\"The 'Load dependencies from the file asynchronously' use case is related to 'Save dependencies to the file asynchronously' as it involves reading and writing to the file.\",\"The 'Update dependencies for a file asynchronously' use case is related to 'Get dependencies for a file asynchronously' as it involves updating and retrieving dependencies for a file.\"]}"}, {"id": "\nsequenceDiagram\n    participant User\n    participant DependencyFile\n\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n"}, {"id": "\nsequenceDiagram\n    participant User\n    participant DependencyFile\n    participant Document\n    participant Path\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant BaseLLM\n    participant LLMConfig\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n\n    Document ->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n"}, {"id": "20240131222928045:{\nsequenceDiagram\n    participant User\n    participant DependencyFile\n    participant Document\n    participant Path\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant BaseLLM\n    participant LLMConfig\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n\n    Document ->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"id": "{\"description\":\"The source code is an abstract class that provides a series of standard capabilities for an AI assistant. It includes methods for sending and receiving messages, as well as methods for asynchronous completion and choice selection.\",\"use_cases\":[{\"description\":\"Send a message to the AI assistant and receive a response.\",\"inputs\":[\"msg\",\"system_msgs\",\"format_msgs\",\"timeout\",\"stream\"],\"outputs\":[\"rsp\"],\"actors\":[\"Message\",\"AsyncOpenAI\"],\"steps\":[\"Check if system messages are provided, if not, use the default system prompt\",\"Format the messages to be sent to the AI assistant, including user messages and system messages\",\"Send the formatted messages to the AI assistant and await a response\",\"Return the response from the AI assistant\"],\"reason\":\"When an external system needs to interact with the AI assistant by sending a message and receiving a response.\"},{\"description\":\"Send a batch of messages to the AI assistant and receive a concatenated response.\",\"inputs\":[\"msgs\",\"timeout\"],\"outputs\":[\"rsp_text\"],\"actors\":[\"Message\",\"AsyncOpenAI\"],\"steps\":[\"Iterate through the list of messages to be sent to the AI assistant\",\"Send each message to the AI assistant and await a response\",\"Concatenate the responses from the AI assistant\",\"Return the concatenated response\"],\"reason\":\"When an external system needs to sequentially send multiple messages to the AI assistant and receive a combined response.\"},{\"description\":\"Send a code-related message to the AI assistant and receive a response.\",\"inputs\":[\"messages\",\"timeout\"],\"outputs\":[\"rsp\"],\"actors\":[\"Message\",\"AsyncOpenAI\"],\"steps\":[\"Raise a NotImplementedError as this method is not implemented in the abstract class\"],\"reason\":\"N/A\"}],\"relationship\":[\"The 'Send a message to the AI assistant and receive a response' use case involves the 'Send a batch of messages to the AI assistant and receive a concatenated response' use case, as it utilizes the method for sending a single message to the AI assistant.\",\"The 'Send a message to the AI assistant and receive a response' use case involves the 'Send a code-related message to the AI assistant and receive a response' use case, as it utilizes the method for sending a single message to the AI assistant.\"]}"}, {"id": "\nsequenceDiagram\n    participant Message\n    participant AsyncOpenAI\n    participant BaseLLM\n\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    BaseLLM -->> Message: rsp\n"}, {"id": "\nsequenceDiagram\n    participant Message\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant User\n    participant DependencyFile\n    participant Document\n    participant Path\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    BaseLLM -->> Message: rsp\n\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n\n    Document ->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n\n"}, {"id": "20240131223021143:{\nsequenceDiagram\n    participant Message\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant User\n    participant DependencyFile\n    participant Document\n    participant Path\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    BaseLLM -->> Message: rsp\n\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n\n    Document ->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n\n}"}, {"id": "{\"description\":\"This source code defines a Message class that represents a message with various attributes and methods for validation and serialization. It also includes methods for converting the message object to a dictionary and JSON string, as well as loading a message from a JSON string.\",\"use_cases\":[{\"description\":\"Create a new message with the given content, instruct content, role, cause by, sent from, and send to.\",\"inputs\":[\"content\",\"instruct_content\",\"role\",\"cause_by\",\"sent_from\",\"send_to\"],\"outputs\":[\"message_id\"],\"actors\":[\"User\"],\"steps\":[\"Validate and set the message ID if not provided\",\"Validate and set the instruct content if provided\",\"Validate and set the cause by if provided\",\"Validate and set the sent from if provided\",\"Validate and set the send to if provided\",\"Create a new message object with the provided data\",\"Return the message ID\"],\"reason\":\"When a user wants to create a new message with specific attributes.\"},{\"description\":\"Convert the message object to a dictionary containing role and content.\",\"inputs\":[],\"outputs\":[\"message_dict\"],\"actors\":[\"User\"],\"steps\":[\"Create a dictionary with role and content attributes of the message object\",\"Return the created dictionary\"],\"reason\":\"When a user needs to convert a message object to a dictionary.\"},{\"description\":\"Convert the message object to a JSON string.\",\"inputs\":[],\"outputs\":[\"json_string\"],\"actors\":[\"User\"],\"steps\":[\"Convert the message object to a JSON string\",\"Return the JSON string\"],\"reason\":\"When a user needs to convert a message object to a JSON string.\"},{\"description\":\"Load a message object from a JSON string.\",\"inputs\":[\"json_string\"],\"outputs\":[\"message_object\"],\"actors\":[\"User\"],\"steps\":[\"Parse the JSON string to a dictionary\",\"Create a message object from the dictionary\",\"Return the created message object\"],\"reason\":\"When a user needs to load a message object from a JSON string.\"}],\"relationship\":[\"Create a new message use case is related to Convert the message object to a dictionary use case and Convert the message object to a JSON string use case.\",\"Load a message object from a JSON string use case is independent of other use cases.\"]}"}, {"id": "\nsequenceDiagram\n    participant User\n    participant Message\n\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n"}, {"id": "\nsequenceDiagram\n    participant User\n    participant Message\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant Path\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    BaseLLM -->> Message: rsp\n\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n\n    Document ->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n"}, {"id": "20240131223126916:{\nsequenceDiagram\n    participant User\n    participant Message\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant Path\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    BaseLLM -->> Message: rsp\n\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n\n    Document ->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"id": "{\"description\":\"This source code defines a class LLMConfig which represents the configuration for an LLM (Language Model) system. It includes various fields such as API key, base URL, model, app ID, and other parameters for controlling the behavior of the LLM system.\",\"use_cases\":[{\"description\":\"Configure LLM system\",\"inputs\":[\"api_key\",\"api_type\",\"base_url\",\"api_version\",\"model\",\"app_id\",\"api_secret\",\"domain\",\"max_token\",\"temperature\",\"top_p\",\"top_k\",\"repetition_penalty\",\"stop\",\"presence_penalty\",\"frequency_penalty\",\"best_of\",\"n\",\"stream\",\"logprobs\",\"top_logprobs\",\"timeout\",\"proxy\",\"calc_usage\"],\"outputs\":[],\"actors\":[\"System Administrator\"],\"steps\":[\"The system administrator provides the configuration parameters for the LLM system.\",\"The system validates the provided configuration parameters.\",\"The LLM system is configured with the provided parameters.\"],\"reason\":\"The external system needs to configure the LLM system with specific parameters to control its behavior and functionality.\"}],\"relationship\":[]}"}, {"id": "\nsequenceDiagram\n    participant SystemAdministrator\n    participant LLMSystem\n\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n"}, {"id": "\nsequenceDiagram\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant Message\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant Path\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    BaseLLM -->> Message: rsp\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document ->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n"}, {"id": "20240131223231878:{\nsequenceDiagram\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant Message\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant Path\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    BaseLLM -->> Message: rsp\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document ->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"id": "?:SystemAdministrator"}, {"id": "?:LLMSystem"}, {"id": "{\"description\":\"The source code defines a Team class that represents a team of agents working on a project. The team can hire roles, invest in the project, run and start a project, and run the company for a specified number of rounds.\",\"use_cases\":[{\"description\":\"Hire roles to cooperate\",\"inputs\":[\"roles\"],\"outputs\":[],\"actors\":[\"Team\"],\"steps\":[\"The team hires roles to cooperate on the project.\"],\"reason\":\"When the team needs to add new roles to the project.\"},{\"description\":\"Invest company\",\"inputs\":[\"investment\"],\"outputs\":[],\"actors\":[\"Team\"],\"steps\":[\"The team invests in the company.\",\"If the investment exceeds the maximum budget, a NoMoneyException is raised.\"],\"reason\":\"When the team needs to invest in the company.\"},{\"description\":\"Run a project from publishing user requirement\",\"inputs\":[\"idea\",\"send_to\"],\"outputs\":[],\"actors\":[\"Team\"],\"steps\":[\"The team runs a project based on the user's requirement.\",\"The idea is published to the team's environment for further processing.\"],\"reason\":\"When the team needs to start a new project based on user requirements.\"},{\"description\":\"Run company until target round or no money\",\"inputs\":[\"n_round\",\"idea\",\"send_to\",\"auto_archive\"],\"outputs\":[\"history\"],\"actors\":[\"Team\"],\"steps\":[\"The team runs the company for a specified number of rounds.\",\"If an idea is provided, it is used to run a project.\",\"The company is run until the target round is reached or there is no money left.\",\"The environment is archived if auto_archive is set to true.\"],\"reason\":\"When the team needs to run the company for a specified number of rounds.\"}],\"relationship\":[\"The 'Hire roles to cooperate' use case is related to the 'Invest company' use case as hiring roles may require investment.\",\"The 'Run a project from publishing user requirement' use case is related to the 'Run company until target round or no money' use case as running a project is part of running the company.\"]}"}, {"id": "\nsequenceDiagram\n    participant Team\n    participant Role\n    participant Environment\n    participant Context\n    participant Path\n\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n\n    Note right of Team: The 'Hire roles to cooperate' use case is related to the 'Invest company' use case as hiring roles may require investment.\n    Note right of Team: The 'Run a project from publishing user requirement' use case is related to the 'Run company until target round or no money' use case as running a project is part of running the company.\n"}, {"id": "\nsequenceDiagram\n    participant Team\n    participant Role\n    participant Environment\n    participant Context\n    participant Path\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant Message\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant NoMoneyException\n    participant Logger\n\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document ->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n"}, {"id": "20240131223353735:{\nsequenceDiagram\n    participant Team\n    participant Role\n    participant Environment\n    participant Context\n    participant Path\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant Message\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant NoMoneyException\n    participant Logger\n\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document ->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"id": "{\"description\":\"This source code defines a Role class that represents a role or agent in a system. The Role class contains methods for setting actions, thinking, acting, observing, and reacting to messages. It also includes properties for managing the role's state and environment.\",\"use_cases\":[{\"description\":\"Set action to do and update context\",\"inputs\":[\"value\"],\"outputs\":[],\"actors\":[\"Role\"],\"steps\":[\"Check if the value is not None\",\"If the value is not None, set the value as the action to do and update the context\"],\"reason\":\"This use case is executed when the system needs to set an action for the role to perform and update the context.\"},{\"description\":\"Add actions to the role\",\"inputs\":[\"actions\"],\"outputs\":[],\"actors\":[\"Role\"],\"steps\":[\"Reset the role's states and actions\",\"Iterate through the list of actions\",\"Initialize each action if it is not already initialized\",\"Set the long-term memory (llm) and prefix for each action\",\"Add the action to the role's list of actions\",\"Update the role's states with the action descriptions\"],\"reason\":\"This use case is executed when the system needs to add multiple actions to the role and update its states and long-term memory.\"},{\"description\":\"Set the strategy of the role reacting to observed messages\",\"inputs\":[\"react_mode\",\"max_react_loop\"],\"outputs\":[],\"actors\":[\"Role\"],\"steps\":[\"Check if the react_mode is valid\",\"Set the role's react mode and maximum react loop based on the inputs\"],\"reason\":\"This use case is executed when the system needs to set the strategy for the role's reaction to observed messages.\"},{\"description\":\"Watch actions of interest\",\"inputs\":[\"actions\"],\"outputs\":[],\"actors\":[\"Role\"],\"steps\":[\"Set the role to watch messages caused by the specified actions\"],\"reason\":\"This use case is executed when the system needs the role to watch specific actions of interest.\"},{\"description\":\"Observe, think, and act based on the results of the observation\",\"inputs\":[\"with_message\"],\"outputs\":[\"rsp\"],\"actors\":[\"Role\"],\"steps\":[\"If a message is provided, place the message into the role's private message buffer\",\"If there is no new information, suspend and wait\",\"Observe new messages and filter out messages of interest\",\"React to the observed messages and get the response message\",\"Reset the next action to be taken\",\"Publish the response message to the environment\"],\"reason\":\"This use case is executed when the role needs to observe, think, and act based on the results of the observation.\"}],\"relationship\":[\"The 'Set action to do and update context' use case is related to the 'Add actions to the role' use case as it involves updating the role's context and actions.\",\"The 'Set the strategy of the role reacting to observed messages' use case is related to the 'Observe, think, and act based on the results of the observation' use case as it determines the strategy for the role's reaction to observed messages.\",\"The 'Watch actions of interest' use case is related to the 'Observe, think, and act based on the results of the observation' use case as it involves watching specific actions of interest during the observation process.\"]}"}, {"id": "\nsequenceDiagram\n    participant Role\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n"}, {"id": "\nsequenceDiagram\n    participant Role\n    participant Team\n    participant Environment\n    participant Context\n    participant Path\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant Message\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant NoMoneyException\n    participant Logger\n\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document ->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n"}, {"id": "20240131223527497:{\nsequenceDiagram\n    participant Role\n    participant Team\n    participant Environment\n    participant Context\n    participant Path\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant Message\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant NoMoneyException\n    participant Logger\n\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document ->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"id": "{\"description\":\"The source code defines an Environment class that hosts a batch of roles. Roles can publish messages to the environment and can be observed by other roles. The environment also provides methods to add roles, publish messages, run role processes, and manage role addresses.\",\"use_cases\":[{\"description\":\"Add a role to the current environment\",\"inputs\":[\"role: Role\"],\"outputs\":[],\"actors\":[\"Environment\"],\"steps\":[\"Add the role to the roles dictionary of the environment\",\"Set the environment for the role\",\"Set the context for the role\"],\"reason\":\"When a new role needs to be added to the environment\"},{\"description\":\"Add a batch of roles to the current environment\",\"inputs\":[\"roles: Iterable[Role]\"],\"outputs\":[],\"actors\":[\"Environment\"],\"steps\":[\"Add each role to the roles dictionary of the environment\",\"Set the environment for each role\",\"Set the context for each role\"],\"reason\":\"When multiple roles need to be added to the environment\"},{\"description\":\"Publish a message to the recipients in the environment\",\"inputs\":[\"message: Message\",\"peekable: bool\"],\"outputs\":[\"bool\"],\"actors\":[\"Environment\"],\"steps\":[\"Iterate through the member addresses of the environment\",\"Check if the message is to be sent to the current recipient\",\"If found, put the message in the recipient's queue\",\"Update the history of the environment\"],\"reason\":\"When a message needs to be distributed to the recipients in the environment\"},{\"description\":\"Process all role runs at once\",\"inputs\":[\"k: int\"],\"outputs\":[],\"actors\":[\"Environment\"],\"steps\":[\"For each role, initiate a run process\",\"Gather all the run processes using asyncio\",\"Check if all actions have been executed\"],\"reason\":\"When all role processes need to be executed at once\"},{\"description\":\"Get all roles in the environment\",\"inputs\":[],\"outputs\":[\"dict[str, Role]\"],\"actors\":[\"Environment\"],\"steps\":[\"Return the roles dictionary of the environment\"],\"reason\":\"When all roles in the environment need to be retrieved\"},{\"description\":\"Get a specific role in the environment\",\"inputs\":[\"name: str\"],\"outputs\":[\"Role\"],\"actors\":[\"Environment\"],\"steps\":[\"Return the role with the specified name from the roles dictionary of the environment\"],\"reason\":\"When a specific role in the environment needs to be retrieved\"},{\"description\":\"Get all role names in the environment\",\"inputs\":[],\"outputs\":[\"list[str]\"],\"actors\":[\"Environment\"],\"steps\":[\"Return a list of names of all roles in the environment\"],\"reason\":\"When all role names in the environment need to be retrieved\"},{\"description\":\"Get the addresses of the object\",\"inputs\":[\"obj\"],\"outputs\":[],\"actors\":[\"Environment\"],\"steps\":[\"Return the addresses of the specified object from the member addresses of the environment\"],\"reason\":\"When the addresses of a specific object in the environment need to be retrieved\"},{\"description\":\"Set the addresses of the object\",\"inputs\":[\"obj\",\"addresses\"],\"outputs\":[],\"actors\":[\"Environment\"],\"steps\":[\"Set the addresses of the specified object in the member addresses of the environment\"],\"reason\":\"When the addresses of a specific object in the environment need to be updated\"},{\"description\":\"Archive the environment\",\"inputs\":[\"auto_archive: bool\"],\"outputs\":[],\"actors\":[\"Environment\"],\"steps\":[\"If auto_archive is true and the environment has a git repository, archive the repository\"],\"reason\":\"When the environment needs to be archived, and auto archiving is enabled\"}],\"relationship\":[\"The 'Add a role to the current environment' use case is related to the 'Add a batch of roles to the current environment' use case as it involves adding roles to the environment.\",\"The 'Publish a message to the recipients in the environment' use case is related to the 'Process all role runs at once' use case as it involves distributing messages to the roles in the environment and processing their runs.\",\"The 'Get all roles in the environment' use case is related to the 'Get a specific role in the environment' use case and the 'Get all role names in the environment' use case as it involves retrieving information about roles in the environment.\",\"The 'Get the addresses of the object' use case is related to the 'Set the addresses of the object' use case as it involves managing addresses of objects in the environment.\"]}"}, {"id": "\nsequenceDiagram\n    participant Environment\n    participant Role\n    participant Message\n    participant Iterable\n    participant SerializeAsAny\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n"}, {"id": "\nsequenceDiagram\n    participant Environment\n    participant Role\n    participant Message\n    participant Iterable\n    participant SerializeAsAny\n    participant Team\n    participant Context\n    participant Path\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant NoMoneyException\n    participant Logger\n\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document ->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n"}, {"id": "20240131223701562:{\nsequenceDiagram\n    participant Environment\n    participant Role\n    participant Message\n    participant Iterable\n    participant SerializeAsAny\n    participant Team\n    participant Context\n    participant Path\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant NoMoneyException\n    participant Logger\n\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document ->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"id": "{\"description\":\"The source code represents a Product Manager role responsible for product development and management. It includes attributes such as name, profile, goal, and constraints. The role has methods to decide what to do and observe the environment.\",\"use_cases\":[{\"description\":\"Decide what to do\",\"inputs\":[],\"outputs\":[],\"actors\":[\"Product Manager\"],\"steps\":[\"Check if the git repository exists and the configuration for git reinitialization is not set\",\"Set the state to 1 if the conditions are met\",\"If the conditions are not met, set the state to 0, set the git reinitialization configuration to false, and update the todo action to WritePRD\",\"Return a boolean indicating if there are any pending actions\"],\"reason\":\"When the system needs to decide the next action to take based on the current state and environment\"},{\"description\":\"Observe the environment\",\"inputs\":[],\"outputs\":[],\"actors\":[\"Product Manager\"],\"steps\":[\"Call the observe method of the superclass with ignore_memory set to True\"],\"reason\":\"When the system needs to observe the environment and update its internal state\"}],\"relationship\":[]}"}, {"id": "\nsequenceDiagram\n    participant ProductManager\n\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n"}, {"id": "\nsequenceDiagram\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Message\n    participant Iterable\n    participant SerializeAsAny\n    participant Team\n    participant Context\n    participant Path\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant NoMoneyException\n    participant Logger\n\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document ->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n"}, {"id": "20240131223806039:{\nsequenceDiagram\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Message\n    participant Iterable\n    participant SerializeAsAny\n    participant Team\n    participant Context\n    participant Path\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant NoMoneyException\n    participant Logger\n\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document ->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"id": "{\"description\":\"The source code defines an Architect role in a software development process with attributes such as name, profile, goal, and constraints. It also initializes specific actions and events for the Architect role.\",\"use_cases\":[],\"relationship\":[]}"}, {"id": "\nsequenceDiagram\n    participant SourceCode\n    participant Architect\n\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n"}, {"id": "\nsequenceDiagram\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Message\n    participant Iterable\n    participant SerializeAsAny\n    participant Team\n    participant Context\n    participant Path\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant NoMoneyException\n    participant Logger\n\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n"}, {"id": "20240131223921365:{\nsequenceDiagram\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Message\n    participant Iterable\n    participant SerializeAsAny\n    participant Team\n    participant Context\n    participant Path\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant NoMoneyException\n    participant Logger\n\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"id": "?:SourceCode"}, {"id": "{\"description\":\"The source code defines a Project Manager role with attributes such as name, profile, goal, and constraints. It also sets actions and watches for the Project Manager role.\",\"use_cases\":[{\"description\":\"Write Tasks\",\"inputs\":[\"task_list\",\"task_dependencies\"],\"outputs\":[\"task_breakdown\"],\"actors\":[\"Project Manager\"],\"steps\":[\"Receive task list and task dependencies\",\"Analyze task dependencies\",\"Generate task breakdown\"],\"reason\":\"When the Project Manager needs to break down tasks according to PRD/technical design and analyze task dependencies.\"},{\"description\":\"Write Design\",\"inputs\":[\"user_requirement\",\"technical_design\"],\"outputs\":[\"task_list\"],\"actors\":[\"Project Manager\"],\"steps\":[\"Receive user requirement and technical design\",\"Generate a task list\"],\"reason\":\"When the Project Manager needs to generate a task list based on user requirement and technical design.\"}],\"relationship\":[\"Write Tasks is required by Project Manager to break down tasks according to PRD/technical design and analyze task dependencies.\",\"Write Design is required by Project Manager to generate a task list based on user requirement and technical design.\"]}"}, {"id": "\nsequenceDiagram\n    participant ProjectManager\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    WriteDesign-->>ProjectManager: task_list\n"}, {"id": "\nsequenceDiagram\n    participant ProjectManager\n    participant WriteTasks\n    participant WriteDesign\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Message\n    participant Iterable\n    participant SerializeAsAny\n    participant Team\n    participant Context\n    participant Path\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant NoMoneyException\n    participant Logger\n\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    WriteDesign-->>ProjectManager: task_list\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n"}, {"id": "20240131224018623:{\nsequenceDiagram\n    participant ProjectManager\n    participant WriteTasks\n    participant WriteDesign\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Message\n    participant Iterable\n    participant SerializeAsAny\n    participant Team\n    participant Context\n    participant Path\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant NoMoneyException\n    participant Logger\n\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    WriteDesign-->>ProjectManager: task_list\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"id": "{\"description\":\"The source code defines a class 'WriteTasks' that is responsible for creating and updating tasks based on changes in system designs and task files. It also handles merging and updating requirements related to the tasks.\",\"use_cases\":[{\"description\":\"Create and update tasks based on changes in system designs and task files\",\"inputs\":[\"changed_system_designs\",\"changed_tasks\"],\"outputs\":[\"change_files\"],\"actors\":[\"WriteTasks\"],\"steps\":[\"Identify the system designs and task files that have undergone changes\",\"Update the system designs and task files\",\"Merge the updated system designs and task files\",\"Update the requirements related to the tasks\"],\"reason\":\"When there are changes in the system designs or task files, the system needs to create and update tasks accordingly.\"}],\"relationship\":[]}"}, {"id": "\nsequenceDiagram\n    participant WriteTasks\n\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n"}, {"id": "\nsequenceDiagram\n    participant WriteTasks\n    participant ProjectManager\n    participant WriteDesign\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Message\n    participant Iterable\n    participant SerializeAsAny\n    participant Team\n    participant Context\n    participant Path\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant NoMoneyException\n    participant Logger\n\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n"}, {"id": "20240131224133693:{\nsequenceDiagram\n    participant WriteTasks\n    participant ProjectManager\n    participant WriteDesign\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Message\n    participant Iterable\n    participant SerializeAsAny\n    participant Team\n    participant Context\n    participant Path\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant NoMoneyException\n    participant Logger\n\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"id": "{\"description\":\"The source code defines a class `WriteDesign` that represents an action to generate system design based on PRD and design documents. It includes methods to update system design, merge PRD and system design, save data API design, and save sequence flow.\",\"use_cases\":[{\"description\":\"Generate system design based on PRD and design documents\",\"inputs\":[\"with_messages\",\"schema\"],\"outputs\":[\"content\",\"instruct_content\"],\"actors\":[\"Message\"],\"steps\":[\"Identify which PRD documents and design documents have been modified\",\"Regenerate the design content for the modified documents\",\"Wait for all files to be processed before sending the publish message\"],\"reason\":\"When there are changes in PRD and design documents, the system needs to generate the corresponding system design.\"}],\"relationship\":[]}"}, {"id": "\nsequenceDiagram\n    participant Action\n    participant Message\n\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n\n"}, {"id": "\nsequenceDiagram\n    participant Action\n    participant Message\n    participant WriteTasks\n    participant ProjectManager\n    participant WriteDesign\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Iterable\n    participant SerializeAsAny\n    participant Team\n    participant Context\n    participant Path\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant NoMoneyException\n    participant Logger\n\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n"}, {"id": "20240131224454452:{\nsequenceDiagram\n    participant Action\n    participant Message\n    participant WriteTasks\n    participant ProjectManager\n    participant WriteDesign\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Iterable\n    participant SerializeAsAny\n    participant Team\n    participant Context\n    participant Path\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant NoMoneyException\n    participant Logger\n\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"id": "{\"description\":\"This source code defines a class Action with various properties and methods related to running an action node and setting a prefix for later usage.\",\"use_cases\":[{\"description\":\"Set prefix for later usage\",\"inputs\":[\"prefix\"],\"outputs\":[],\"actors\":[\"RunCodeContext\",\"CodeSummarizeContext\",\"TestingContext\",\"CodingContext\",\"CodePlanAndChangeContext\"],\"steps\":[\"Set the prefix property of the Action class to the provided value\",\"Set the system prompt property to the provided prefix\",\"Update the llm system prompt property with the provided prefix\",\"If the node property is not None, update the llm property of the node with the llm property of the Action class\"],\"reason\":\"When an external system needs to set a prefix for later usage\"},{\"description\":\"Run action node\",\"inputs\":[\"args\",\"kwargs\"],\"outputs\":[],\"actors\":[\"RunCodeContext\",\"CodeSummarizeContext\",\"TestingContext\",\"CodingContext\",\"CodePlanAndChangeContext\"],\"steps\":[\"Extract the messages from the args input\",\"Create a context string with the history messages\",\"Fill the action node with the context and llm properties\"],\"reason\":\"When an external system needs to run an action node\"},{\"description\":\"Run action\",\"inputs\":[\"args\",\"kwargs\"],\"outputs\":[],\"actors\":[\"RunCodeContext\",\"CodeSummarizeContext\",\"TestingContext\",\"CodingContext\",\"CodePlanAndChangeContext\"],\"steps\":[\"If the node property is not None, call the _run_action_node method with the provided args and kwargs\",\"Otherwise, raise a NotImplementedError\"],\"reason\":\"When an external system needs to run an action\"}],\"relationship\":[\"The 'Set prefix for later usage' use case can be executed before the 'Run action node' use case\",\"The 'Run action node' use case can be executed before the 'Run action' use case\"]}"}, {"id": "\nsequenceDiagram\n    participant RunCodeContext\n    participant CodeSummarizeContext\n    participant TestingContext\n    participant CodingContext\n    participant CodePlanAndChangeContext\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n```\n"}, {"id": "\nsequenceDiagram\n    participant RunCodeContext\n    participant CodeSummarizeContext\n    participant TestingContext\n    participant CodingContext\n    participant CodePlanAndChangeContext\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n"}, {"id": "20240131224643506:{\nsequenceDiagram\n    participant RunCodeContext\n    participant CodeSummarizeContext\n    participant TestingContext\n    participant CodingContext\n    participant CodePlanAndChangeContext\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"id": "{\"description\":\"The source code defines a class RunCodeContext which contains attributes related to running code such as mode, code, test code, command, working directory, additional python paths, output filename, and output.\",\"use_cases\":[{\"description\":\"Run code in script mode\",\"inputs\":[\"code\",\"working_directory\",\"additional_python_paths\"],\"outputs\":[\"output\"],\"actors\":[\"User\"],\"steps\":[\"User provides the code to be executed\",\"User specifies the working directory for code execution\",\"User may provide additional python paths if required\",\"System runs the provided code in script mode\",\"System generates an output after executing the code\"],\"reason\":\"When the user wants to execute a piece of code in script mode\"},{\"description\":\"Run code in test mode\",\"inputs\":[\"test_code\",\"working_directory\",\"additional_python_paths\"],\"outputs\":[\"output\"],\"actors\":[\"User\"],\"steps\":[\"User provides the test code to be executed\",\"User specifies the working directory for code execution\",\"User may provide additional python paths if required\",\"System runs the provided test code\",\"System generates an output after executing the test code\"],\"reason\":\"When the user wants to execute a piece of code in test mode\"}],\"relationship\":[\"The 'Run code in script mode' use case is related to the 'Run code in test mode' use case as both involve running code with different purposes.\"]}"}, {"id": "\nsequenceDiagram\n    participant User\n    participant System\n\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n"}, {"id": "\nsequenceDiagram\n    participant User\n    participant System\n    participant RunCodeContext\n    participant CodeSummarizeContext\n    participant TestingContext\n    participant CodingContext\n    participant CodePlanAndChangeContext\n    participant Action\n    participant WriteTasks\n    participant ProjectManager\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Team\n    participant Path\n    participant NoMoneyException\n    participant Logger\n    participant SystemAdministrator\n    participant LLMSystem\n    participant Message\n    participant BaseLLM\n    participant AsyncOpenAI\n    participant DependencyFile\n    participant Document\n    participant FileRepository\n    participant GitRepository\n    participant ProjectRepo\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant Typer\n    participant generate_repo\n    participant config\n    participant Context\n    participant Engineer\n    participant QaEngineer\n\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n"}, {"id": "20240131224806732:{\nsequenceDiagram\n    participant User\n    participant System\n    participant RunCodeContext\n    participant CodeSummarizeContext\n    participant TestingContext\n    participant CodingContext\n    participant CodePlanAndChangeContext\n    participant Action\n    participant WriteTasks\n    participant ProjectManager\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Team\n    participant Path\n    participant NoMoneyException\n    participant Logger\n    participant SystemAdministrator\n    participant LLMSystem\n    participant Message\n    participant BaseLLM\n    participant AsyncOpenAI\n    participant DependencyFile\n    participant Document\n    participant FileRepository\n    participant GitRepository\n    participant ProjectRepo\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant Typer\n    participant generate_repo\n    participant config\n    participant Context\n    participant Engineer\n    participant QaEngineer\n\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"id": "?:System"}, {"id": "{\"description\":\"The source code defines a class CodeSummarizeContext with attributes design_filename, task_filename, codes_filenames, and reason. It also provides a static method loads to create an instance of CodeSummarizeContext from a list of filenames.\",\"use_cases\":[{\"description\":\"Load CodeSummarizeContext\",\"inputs\":[\"filenames: List[str]\"],\"outputs\":[\"ctx: CodeSummarizeContext\"],\"actors\":[\"External System\"],\"steps\":[\"Create an empty instance of CodeSummarizeContext\",\"Iterate through the list of filenames\",\"If the filename is relative to SYSTEM_DESIGN_FILE_REPO, set design_filename attribute\",\"If the filename is relative to TASK_FILE_REPO, set task_filename attribute\"],\"reason\":\"When the external system needs to load a CodeSummarizeContext instance from a list of filenames.\"}],\"relationship\":[]}"}, {"id": "\nsequenceDiagram\n    participant ExternalSystem\n    participant CodeSummarizeContext\n\n    ExternalSystem->>CodeSummarizeContext: loads(filenames: List[str])\n    activate CodeSummarizeContext\n    CodeSummarizeContext-->>CodeSummarizeContext: Create an empty instance\n    loop through filenames\n        CodeSummarizeContext->>CodeSummarizeContext: Check if filename is relative to SYSTEM_DESIGN_FILE_REPO\n        alt filename is relative to SYSTEM_DESIGN_FILE_REPO\n            CodeSummarizeContext-->>CodeSummarizeContext: Set design_filename attribute\n        else filename is relative to TASK_FILE_REPO\n            CodeSummarizeContext-->>CodeSummarizeContext: Set task_filename attribute\n        end\n    end\n    CodeSummarizeContext-->>ExternalSystem: ctx: CodeSummarizeContext\n    deactivate CodeSummarizeContext\n"}, {"id": "\nsequenceDiagram\n    participant ExternalSystem\n    participant CodeSummarizeContext\n    participant User\n    participant System\n    participant RunCodeContext\n    participant TestingContext\n    participant CodingContext\n    participant CodePlanAndChangeContext\n    participant Action\n    participant WriteTasks\n    participant ProjectManager\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Team\n    participant Path\n    participant NoMoneyException\n    participant Logger\n    participant SystemAdministrator\n    participant LLMSystem\n    participant Message\n    participant BaseLLM\n    participant AsyncOpenAI\n    participant DependencyFile\n    participant Document\n    participant FileRepository\n    participant GitRepository\n    participant ProjectRepo\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant Typer\n    participant generate_repo\n    participant config\n    participant Context\n    participant Engineer\n    participant QaEngineer\n\n    ExternalSystem->>CodeSummarizeContext: loads(filenames: List[str])\n    activate CodeSummarizeContext\n    CodeSummarizeContext-->>CodeSummarizeContext: Create an empty instance\n    loop through filenames\n        CodeSummarizeContext->>CodeSummarizeContext: Check if filename is relative to SYSTEM_DESIGN_FILE_REPO\n        alt filename is relative to SYSTEM_DESIGN_FILE_REPO\n            CodeSummarizeContext-->>CodeSummarizeContext: Set design_filename attribute\n        else filename is relative to TASK_FILE_REPO\n            CodeSummarizeContext-->>CodeSummarizeContext: Set task_filename attribute\n        end\n    end\n    CodeSummarizeContext-->>ExternalSystem: ctx: CodeSummarizeContext\n    deactivate CodeSummarizeContext\n\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n"}, {"id": "20240131224922674:{\nsequenceDiagram\n    participant ExternalSystem\n    participant CodeSummarizeContext\n    participant User\n    participant System\n    participant RunCodeContext\n    participant TestingContext\n    participant CodingContext\n    participant CodePlanAndChangeContext\n    participant Action\n    participant WriteTasks\n    participant ProjectManager\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Team\n    participant Path\n    participant NoMoneyException\n    participant Logger\n    participant SystemAdministrator\n    participant LLMSystem\n    participant Message\n    participant BaseLLM\n    participant AsyncOpenAI\n    participant DependencyFile\n    participant Document\n    participant FileRepository\n    participant GitRepository\n    participant ProjectRepo\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant Typer\n    participant generate_repo\n    participant config\n    participant Context\n    participant Engineer\n    participant QaEngineer\n\n    ExternalSystem->>CodeSummarizeContext: loads(filenames: List[str])\n    activate CodeSummarizeContext\n    CodeSummarizeContext-->>CodeSummarizeContext: Create an empty instance\n    loop through filenames\n        CodeSummarizeContext->>CodeSummarizeContext: Check if filename is relative to SYSTEM_DESIGN_FILE_REPO\n        alt filename is relative to SYSTEM_DESIGN_FILE_REPO\n            CodeSummarizeContext-->>CodeSummarizeContext: Set design_filename attribute\n        else filename is relative to TASK_FILE_REPO\n            CodeSummarizeContext-->>CodeSummarizeContext: Set task_filename attribute\n        end\n    end\n    CodeSummarizeContext-->>ExternalSystem: ctx: CodeSummarizeContext\n    deactivate CodeSummarizeContext\n\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"id": "?:ExternalSystem"}, {"id": "{\"description\":\"This source code defines a TestingContext class that contains a filename, code document, and an optional test document. The TestingContext is a subclass of BaseContext.\",\"use_cases\":[{\"description\":\"Create a new testing context\",\"inputs\":[\"filename\",\"code_doc\"],\"outputs\":[\"testing_context\"],\"actors\":[\"Tester\"],\"steps\":[\"The Tester provides a filename and a code document to the system\",\"The system creates a new TestingContext object with the provided filename and code document\",\"The system returns the created TestingContext object\"],\"reason\":\"When a Tester needs to create a new testing context for a specific code document\"}],\"relationship\":[]}"}, {"id": "\nsequenceDiagram\n    participant Tester\n    participant System\n    Tester ->> System: provide filename, code_doc\n    System ->> System: create new TestingContext object with filename and code_doc\n    System -->> Tester: return testing_context\n"}, {"id": "\nsequenceDiagram\n    participant Tester\n    participant System\n    participant ExternalSystem\n    participant CodeSummarizeContext\n    participant User\n    participant RunCodeContext\n    participant TestingContext\n    participant CodingContext\n    participant CodePlanAndChangeContext\n    participant Action\n    participant WriteTasks\n    participant ProjectManager\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Team\n    participant Path\n    participant NoMoneyException\n    participant Logger\n    participant SystemAdministrator\n    participant LLMSystem\n    participant Message\n    participant BaseLLM\n    participant AsyncOpenAI\n    participant DependencyFile\n    participant Document\n    participant FileRepository\n    participant GitRepository\n    participant ProjectRepo\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant Typer\n    participant generate_repo\n    participant config\n    participant Context\n    participant Engineer\n    participant QaEngineer\n\n    Tester ->> System: provide filename, code_doc\n    System ->> System: create new TestingContext object with filename and code_doc\n    System -->> Tester: return testing_context\n\n    ExternalSystem->>CodeSummarizeContext: loads(filenames: List[str])\n    activate CodeSummarizeContext\n    CodeSummarizeContext-->>CodeSummarizeContext: Create an empty instance\n    loop through filenames\n        CodeSummarizeContext->>CodeSummarizeContext: Check if filename is relative to SYSTEM_DESIGN_FILE_REPO\n        alt filename is relative to SYSTEM_DESIGN_FILE_REPO\n            CodeSummarizeContext-->>CodeSummarizeContext: Set design_filename attribute\n        else filename is relative to TASK_FILE_REPO\n            CodeSummarizeContext-->>CodeSummarizeContext: Set task_filename attribute\n        end\n    end\n    CodeSummarizeContext-->>ExternalSystem: ctx: CodeSummarizeContext\n    deactivate CodeSummarizeContext\n\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository->>FileRepository: get_dependency(filename)\n    FileRepository->>FileRepository: identify changed dependent files\n    FileRepository->>Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n"}, {"id": "20240131225037718:{\nsequenceDiagram\n    participant Tester\n    participant System\n    participant ExternalSystem\n    participant CodeSummarizeContext\n    participant User\n    participant RunCodeContext\n    participant TestingContext\n    participant CodingContext\n    participant CodePlanAndChangeContext\n    participant Action\n    participant WriteTasks\n    participant ProjectManager\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Team\n    participant Path\n    participant NoMoneyException\n    participant Logger\n    participant SystemAdministrator\n    participant LLMSystem\n    participant Message\n    participant BaseLLM\n    participant AsyncOpenAI\n    participant DependencyFile\n    participant Document\n    participant FileRepository\n    participant GitRepository\n    participant ProjectRepo\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant Typer\n    participant generate_repo\n    participant config\n    participant Context\n    participant Engineer\n    participant QaEngineer\n\n    Tester ->> System: provide filename, code_doc\n    System ->> System: create new TestingContext object with filename and code_doc\n    System -->> Tester: return testing_context\n\n    ExternalSystem->>CodeSummarizeContext: loads(filenames: List[str])\n    activate CodeSummarizeContext\n    CodeSummarizeContext-->>CodeSummarizeContext: Create an empty instance\n    loop through filenames\n        CodeSummarizeContext->>CodeSummarizeContext: Check if filename is relative to SYSTEM_DESIGN_FILE_REPO\n        alt filename is relative to SYSTEM_DESIGN_FILE_REPO\n            CodeSummarizeContext-->>CodeSummarizeContext: Set design_filename attribute\n        else filename is relative to TASK_FILE_REPO\n            CodeSummarizeContext-->>CodeSummarizeContext: Set task_filename attribute\n        end\n    end\n    CodeSummarizeContext-->>ExternalSystem: ctx: CodeSummarizeContext\n    deactivate CodeSummarizeContext\n\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository->>FileRepository: get_dependency(filename)\n    FileRepository->>FileRepository: identify changed dependent files\n    FileRepository->>Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"id": "?:Tester"}, {"id": "{\"description\":\"The source code defines a class CodingContext with attributes filename, design_doc, task_doc, and code_doc. The class is a part of a larger system and interacts with external documents such as Document.\",\"use_cases\":[{\"description\":\"Create Coding Context\",\"inputs\":[\"filename\"],\"outputs\":[\"coding_context\"],\"actors\":[\"User\"],\"steps\":[\"User provides a filename as input\",\"System creates a new CodingContext object with the provided filename\",\"System returns the created CodingContext object\"],\"reason\":\"When a user needs to create a new coding context for a specific file\"},{\"description\":\"Update Design Document\",\"inputs\":[\"coding_context\",\"design_doc\"],\"outputs\":[\"updated_coding_context\"],\"actors\":[\"User\"],\"steps\":[\"User provides the coding context and the updated design document as input\",\"System updates the design document in the provided coding context\",\"System returns the updated coding context\"],\"reason\":\"When a user needs to update the design document in a coding context\"},{\"description\":\"Update Task Document\",\"inputs\":[\"coding_context\",\"task_doc\"],\"outputs\":[\"updated_coding_context\"],\"actors\":[\"User\"],\"steps\":[\"User provides the coding context and the updated task document as input\",\"System updates the task document in the provided coding context\",\"System returns the updated coding context\"],\"reason\":\"When a user needs to update the task document in a coding context\"},{\"description\":\"Update Code Document\",\"inputs\":[\"coding_context\",\"code_doc\"],\"outputs\":[\"updated_coding_context\"],\"actors\":[\"User\"],\"steps\":[\"User provides the coding context and the updated code document as input\",\"System updates the code document in the provided coding context\",\"System returns the updated coding context\"],\"reason\":\"When a user needs to update the code document in a coding context\"}],\"relationship\":[\"Create Coding Context is a prerequisite for Update Design Document, Update Task Document, and Update Code Document\"]}"}, {"id": "\nsequenceDiagram\n    participant User\n    participant System\n    participant CodingContext\n    participant Document\n\n    User ->> System: provides a filename as input\n    System ->> CodingContext: creates a new CodingContext object with the provided filename\n    System -->> User: returns the created CodingContext object\n\n    User ->> System: provides the coding context and the updated design document as input\n    System ->> CodingContext: updates the design document in the provided coding context\n    System -->> User: returns the updated coding context\n\n    User ->> System: provides the coding context and the updated task document as input\n    System ->> CodingContext: updates the task document in the provided coding context\n    System -->> User: returns the updated coding context\n\n    User ->> System: provides the coding context and the updated code document as input\n    System ->> CodingContext: updates the code document in the provided coding context\n    System -->> User: returns the updated coding context\n"}, {"id": "\nsequenceDiagram\n    participant User\n    participant System\n    participant CodingContext\n    participant Document\n    participant Tester\n    participant ExternalSystem\n    participant CodeSummarizeContext\n    participant RunCodeContext\n    participant TestingContext\n    participant Action\n    participant WriteTasks\n    participant ProjectManager\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Team\n    participant Path\n    participant NoMoneyException\n    participant Logger\n    participant SystemAdministrator\n    participant LLMSystem\n    participant Message\n    participant BaseLLM\n    participant AsyncOpenAI\n    participant DependencyFile\n    participant FileRepository\n    participant GitRepository\n    participant ProjectRepo\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant Typer\n    participant generate_repo\n    participant config\n    participant Context\n    participant Engineer\n    participant QaEngineer\n\n    User ->> System: provides a filename as input\n    System ->> CodingContext: creates a new CodingContext object with the provided filename\n    System -->> User: returns the created CodingContext object\n\n    User ->> System: provides the coding context and the updated design document as input\n    System ->> CodingContext: updates the design document in the provided coding context\n    System -->> User: returns the updated coding context\n\n    User ->> System: provides the coding context and the updated task document as input\n    System ->> CodingContext: updates the task document in the provided coding context\n    System -->> User: returns the updated coding context\n\n    User ->> System: provides the coding context and the updated code document as input\n    System ->> CodingContext: updates the code document in the provided coding context\n    System -->> User: returns the updated coding context\n\n    Tester ->> System: provide filename, code_doc\n    System ->> System: create new TestingContext object with filename and code_doc\n    System -->> Tester: return testing_context\n\n    ExternalSystem->>CodeSummarizeContext: loads(filenames: List[str])\n    activate CodeSummarizeContext\n    CodeSummarizeContext-->>ExternalSystem: ctx: CodeSummarizeContext\n    deactivate CodeSummarizeContext\n\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository->>FileRepository: get_dependency(filename)\n    FileRepository->>FileRepository: identify changed dependent files\n    FileRepository->>Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n"}, {"id": "20240131225231661:{\nsequenceDiagram\n    participant User\n    participant System\n    participant CodingContext\n    participant Document\n    participant Tester\n    participant ExternalSystem\n    participant CodeSummarizeContext\n    participant RunCodeContext\n    participant TestingContext\n    participant Action\n    participant WriteTasks\n    participant ProjectManager\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Team\n    participant Path\n    participant NoMoneyException\n    participant Logger\n    participant SystemAdministrator\n    participant LLMSystem\n    participant Message\n    participant BaseLLM\n    participant AsyncOpenAI\n    participant DependencyFile\n    participant FileRepository\n    participant GitRepository\n    participant ProjectRepo\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant Typer\n    participant generate_repo\n    participant config\n    participant Context\n    participant Engineer\n    participant QaEngineer\n\n    User ->> System: provides a filename as input\n    System ->> CodingContext: creates a new CodingContext object with the provided filename\n    System -->> User: returns the created CodingContext object\n\n    User ->> System: provides the coding context and the updated design document as input\n    System ->> CodingContext: updates the design document in the provided coding context\n    System -->> User: returns the updated coding context\n\n    User ->> System: provides the coding context and the updated task document as input\n    System ->> CodingContext: updates the task document in the provided coding context\n    System -->> User: returns the updated coding context\n\n    User ->> System: provides the coding context and the updated code document as input\n    System ->> CodingContext: updates the code document in the provided coding context\n    System -->> User: returns the updated coding context\n\n    Tester ->> System: provide filename, code_doc\n    System ->> System: create new TestingContext object with filename and code_doc\n    System -->> Tester: return testing_context\n\n    ExternalSystem->>CodeSummarizeContext: loads(filenames: List[str])\n    activate CodeSummarizeContext\n    CodeSummarizeContext-->>ExternalSystem: ctx: CodeSummarizeContext\n    deactivate CodeSummarizeContext\n\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository->>FileRepository: get_dependency(filename)\n    FileRepository->>FileRepository: identify changed dependent files\n    FileRepository->>Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"id": "{\"description\":\"The source code defines a custom exception class called NoMoneyException, which is raised when an operation cannot be completed due to insufficient funds. The exception includes the amount required and a message indicating the insufficient funds.\",\"use_cases\":[],\"relationship\":[]}"}, {"id": "\nsequenceDiagram\n    participant User\n    participant SourceCode\n    User->>SourceCode: Define custom exception class NoMoneyException\n    SourceCode->>SourceCode: Define __init__ method\\nand __str__ method\\nfor NoMoneyException\n"}, {"id": "\nsequenceDiagram\n    participant User\n    participant System\n    participant CodingContext\n    participant Document\n    participant Tester\n    participant ExternalSystem\n    participant CodeSummarizeContext\n    participant RunCodeContext\n    participant TestingContext\n    participant Action\n    participant WriteTasks\n    participant ProjectManager\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Team\n    participant Path\n    participant NoMoneyException\n    participant Logger\n    participant SystemAdministrator\n    participant LLMSystem\n    participant Message\n    participant BaseLLM\n    participant AsyncOpenAI\n    participant DependencyFile\n    participant FileRepository\n    participant GitRepository\n    participant ProjectRepo\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant Typer\n    participant generate_repo\n    participant config\n    participant Context\n    participant Engineer\n    participant QaEngineer\n\n    User->>SourceCode: Define custom exception class NoMoneyException\n    SourceCode->>SourceCode: Define __init__ method\\nand __str__ method\\nfor NoMoneyException\n\n    User ->> System: provides a filename as input\n    System ->> CodingContext: creates a new CodingContext object with the provided filename\n    System -->> User: returns the created CodingContext object\n\n    User ->> System: provides the coding context and the updated design document as input\n    System ->> CodingContext: updates the design document in the provided coding context\n    System -->> User: returns the updated coding context\n\n    User ->> System: provides the coding context and the updated task document as input\n    System ->> CodingContext: updates the task document in the provided coding context\n    System -->> User: returns the updated coding context\n\n    User ->> System: provides the coding context and the updated code document as input\n    System ->> CodingContext: updates the code document in the provided coding context\n    System -->> User: returns the updated coding context\n\n    Tester ->> System: provide filename, code_doc\n    System ->> System: create new TestingContext object with filename and code_doc\n    System -->> Tester: return testing_context\n\n    ExternalSystem->>CodeSummarizeContext: loads(filenames: List[str])\n    activate CodeSummarizeContext\n    CodeSummarizeContext-->>ExternalSystem: ctx: CodeSummarizeContext\n    deactivate CodeSummarizeContext\n\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository->>FileRepository: get_dependency(filename)\n    FileRepository->>FileRepository: identify changed dependent files\n    FileRepository->>Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n"}, {"id": "20240131225403302:{\nsequenceDiagram\n    participant User\n    participant System\n    participant CodingContext\n    participant Document\n    participant Tester\n    participant ExternalSystem\n    participant CodeSummarizeContext\n    participant RunCodeContext\n    participant TestingContext\n    participant Action\n    participant WriteTasks\n    participant ProjectManager\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Team\n    participant Path\n    participant NoMoneyException\n    participant Logger\n    participant SystemAdministrator\n    participant LLMSystem\n    participant Message\n    participant BaseLLM\n    participant AsyncOpenAI\n    participant DependencyFile\n    participant FileRepository\n    participant GitRepository\n    participant ProjectRepo\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant Typer\n    participant generate_repo\n    participant config\n    participant Context\n    participant Engineer\n    participant QaEngineer\n\n    User->>SourceCode: Define custom exception class NoMoneyException\n    SourceCode->>SourceCode: Define __init__ method\\nand __str__ method\\nfor NoMoneyException\n\n    User ->> System: provides a filename as input\n    System ->> CodingContext: creates a new CodingContext object with the provided filename\n    System -->> User: returns the created CodingContext object\n\n    User ->> System: provides the coding context and the updated design document as input\n    System ->> CodingContext: updates the design document in the provided coding context\n    System -->> User: returns the updated coding context\n\n    User ->> System: provides the coding context and the updated task document as input\n    System ->> CodingContext: updates the task document in the provided coding context\n    System -->> User: returns the updated coding context\n\n    User ->> System: provides the coding context and the updated code document as input\n    System ->> CodingContext: updates the code document in the provided coding context\n    System -->> User: returns the updated coding context\n\n    Tester ->> System: provide filename, code_doc\n    System ->> System: create new TestingContext object with filename and code_doc\n    System -->> Tester: return testing_context\n\n    ExternalSystem->>CodeSummarizeContext: loads(filenames: List[str])\n    activate CodeSummarizeContext\n    CodeSummarizeContext-->>ExternalSystem: ctx: CodeSummarizeContext\n    deactivate CodeSummarizeContext\n\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository->>FileRepository: get_dependency(filename)\n    FileRepository->>FileRepository: identify changed dependent files\n    FileRepository->>Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"id": "?:Logger"}, {"id": "{\"description\":\"This code defines a class for managing different types of file repositories related to project documentation.\",\"use_cases\":[{\"description\":\"Create DocFileRepositories instance\",\"inputs\":[\"git_repo\"],\"outputs\":[\"prd\",\"system_design\",\"task\",\"code_summary\",\"graph_repo\",\"class_view\",\"code_plan_and_change\"],\"actors\":[\"Project Manager\",\"Developer\"],\"steps\":[\"The Project Manager or Developer provides a git repository as input.\",\"The system creates a new DocFileRepositories instance with file repositories for PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change.\",\"The system returns the file repositories for PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change as output.\"],\"reason\":\"This use case is executed when a new instance of DocFileRepositories is required to manage different types of file repositories related to project documentation.\"}],\"relationship\":[]}"}, {"id": "\nsequenceDiagram\n    participant ProjectManager\n    participant Developer\n    participant DocFileRepositories\n\n    ProjectManager ->> DocFileRepositories: Create DocFileRepositories instance\n    Developer ->> DocFileRepositories: Create DocFileRepositories instance\n    DocFileRepositories ->> DocFileRepositories: Initialize with git_repo\n    DocFileRepositories ->> DocFileRepositories: Create file repositories for PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    DocFileRepositories -->> ProjectManager: Return PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    DocFileRepositories -->> Developer: Return PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n"}, {"id": "\nsequenceDiagram\n    participant ProjectManager\n    participant Developer\n    participant DocFileRepositories\n    participant User\n    participant System\n    participant CodingContext\n    participant Document\n    participant Tester\n    participant ExternalSystem\n    participant CodeSummarizeContext\n    participant RunCodeContext\n    participant TestingContext\n    participant Action\n    participant WriteTasks\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Team\n    participant Path\n    participant NoMoneyException\n    participant Logger\n    participant SystemAdministrator\n    participant LLMSystem\n    participant Message\n    participant BaseLLM\n    participant AsyncOpenAI\n    participant DependencyFile\n    participant FileRepository\n    participant GitRepository\n    participant ProjectRepo\n    participant ResourceFileRepositories\n    participant Typer\n    participant generate_repo\n    participant config\n    participant Context\n    participant Engineer\n    participant QaEngineer\n\n    User->>SourceCode: Define custom exception class NoMoneyException\n    SourceCode->>SourceCode: Define __init__ method\\nand __str__ method\\nfor NoMoneyException\n    ProjectManager ->> DocFileRepositories: Create DocFileRepositories instance\n    Developer ->> DocFileRepositories: Create DocFileRepositories instance\n    DocFileRepositories ->> DocFileRepositories: Initialize with git_repo\n    DocFileRepositories ->> DocFileRepositories: Create file repositories for PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    DocFileRepositories -->> ProjectManager: Return PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    DocFileRepositories -->> Developer: Return PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    User ->> System: provides a filename as input\n    System ->> CodingContext: creates a new CodingContext object with the provided filename\n    System -->> User: returns the created CodingContext object\n    User ->> System: provides the coding context and the updated design document as input\n    System ->> CodingContext: updates the design document in the provided coding context\n    System -->> User: returns the updated coding context\n    User ->> System: provides the coding context and the updated task document as input\n    System ->> CodingContext: updates the task document in the provided coding context\n    System -->> User: returns the updated coding context\n    User ->> System: provides the coding context and the updated code document as input\n    System ->> CodingContext: updates the code document in the provided coding context\n    System -->> User: returns the updated coding context\n    Tester ->> System: provide filename, code_doc\n    System ->> System: create new TestingContext object with filename and code_doc\n    System -->> Tester: return testing_context\n    ExternalSystem->>CodeSummarizeContext: loads(filenames: List[str])\n    activate CodeSummarizeContext\n    CodeSummarizeContext-->>ExternalSystem: ctx: CodeSummarizeContext\n    deactivate CodeSummarizeContext\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository->>FileRepository: get_dependency(filename)\n    FileRepository->>FileRepository: identify changed dependent files\n    FileRepository->>Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team"}, {"id": "20240131225530578:{\nsequenceDiagram\n    participant ProjectManager\n    participant Developer\n    participant DocFileRepositories\n    participant User\n    participant System\n    participant CodingContext\n    participant Document\n    participant Tester\n    participant ExternalSystem\n    participant CodeSummarizeContext\n    participant RunCodeContext\n    participant TestingContext\n    participant Action\n    participant WriteTasks\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Team\n    participant Path\n    participant NoMoneyException\n    participant Logger\n    participant SystemAdministrator\n    participant LLMSystem\n    participant Message\n    participant BaseLLM\n    participant AsyncOpenAI\n    participant DependencyFile\n    participant FileRepository\n    participant GitRepository\n    participant ProjectRepo\n    participant ResourceFileRepositories\n    participant Typer\n    participant generate_repo\n    participant config\n    participant Context\n    participant Engineer\n    participant QaEngineer\n\n    User->>SourceCode: Define custom exception class NoMoneyException\n    SourceCode->>SourceCode: Define __init__ method\\nand __str__ method\\nfor NoMoneyException\n    ProjectManager ->> DocFileRepositories: Create DocFileRepositories instance\n    Developer ->> DocFileRepositories: Create DocFileRepositories instance\n    DocFileRepositories ->> DocFileRepositories: Initialize with git_repo\n    DocFileRepositories ->> DocFileRepositories: Create file repositories for PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    DocFileRepositories -->> ProjectManager: Return PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    DocFileRepositories -->> Developer: Return PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    User ->> System: provides a filename as input\n    System ->> CodingContext: creates a new CodingContext object with the provided filename\n    System -->> User: returns the created CodingContext object\n    User ->> System: provides the coding context and the updated design document as input\n    System ->> CodingContext: updates the design document in the provided coding context\n    System -->> User: returns the updated coding context\n    User ->> System: provides the coding context and the updated task document as input\n    System ->> CodingContext: updates the task document in the provided coding context\n    System -->> User: returns the updated coding context\n    User ->> System: provides the coding context and the updated code document as input\n    System ->> CodingContext: updates the code document in the provided coding context\n    System -->> User: returns the updated coding context\n    Tester ->> System: provide filename, code_doc\n    System ->> System: create new TestingContext object with filename and code_doc\n    System -->> Tester: return testing_context\n    ExternalSystem->>CodeSummarizeContext: loads(filenames: List[str])\n    activate CodeSummarizeContext\n    CodeSummarizeContext-->>ExternalSystem: ctx: CodeSummarizeContext\n    deactivate CodeSummarizeContext\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository->>FileRepository: get_dependency(filename)\n    FileRepository->>FileRepository: identify changed dependent files\n    FileRepository->>Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team}"}, {"id": "?:Developer"}, {"id": "{\"description\":\"The source code defines a class ResourceFileRepositories that extends FileRepository and initializes multiple file repositories for different types of resources.\",\"use_cases\":[{\"description\":\"Create Resource File Repositories\",\"inputs\":[\"git_repo\"],\"outputs\":[\"competitive_analysis\",\"data_api_design\",\"seq_flow\",\"system_design\",\"prd\",\"api_spec_and_task\",\"code_summary\",\"sd_output\",\"code_plan_and_change\",\"graph_repo\"],\"actors\":[\"System\"],\"steps\":[\"Initialize a new instance of ResourceFileRepositories with a git repository\",\"Create file repositories for competitive analysis, data API design, sequence flow, system design, PRD, API spec and task, code summary, SD output, code plan and change, and graph repository\"],\"reason\":\"The system needs to manage and organize different types of resource files in a git repository\"}],\"relationship\":[]}"}, {"id": "\nsequenceDiagram\n    participant System\n    System->>ResourceFileRepositories: git_repo\n    activate ResourceFileRepositories\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=COMPETITIVE_ANALYSIS_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=DATA_API_DESIGN_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=SEQ_FLOW_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=SYSTEM_DESIGN_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=PRD_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=TASK_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=CODE_SUMMARIES_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=SD_OUTPUT_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=CODE_PLAN_AND_CHANGE_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=VISUAL_GRAPH_REPO_FILE_REPO)\n    deactivate ResourceFileRepositories\n"}, {"id": "\nsequenceDiagram\n    participant System\n    System->>ResourceFileRepositories: git_repo\n    activate ResourceFileRepositories\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=COMPETITIVE_ANALYSIS_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=DATA_API_DESIGN_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=SEQ_FLOW_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=SYSTEM_DESIGN_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=PRD_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=TASK_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=CODE_SUMMARIES_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=SD_OUTPUT_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=CODE_PLAN_AND_CHANGE_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=VISUAL_GRAPH_REPO_FILE_REPO)\n    deactivate ResourceFileRepositories\n\n    participant ProjectManager\n    participant Developer\n    participant DocFileRepositories\n    participant User\n    participant CodingContext\n    participant Document\n    participant Tester\n    participant ExternalSystem\n    participant CodeSummarizeContext\n    participant RunCodeContext\n    participant TestingContext\n    participant Action\n    participant WriteTasks\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Team\n    participant Path\n    participant NoMoneyException\n    participant Logger\n    participant SystemAdministrator\n    participant LLMSystem\n    participant Message\n    participant BaseLLM\n    participant AsyncOpenAI\n    participant DependencyFile\n    participant FileRepository\n    participant GitRepository\n    participant ProjectRepo\n    participant Typer\n    participant generate_repo\n    participant config\n    participant Context\n    participant Engineer\n    participant QaEngineer\n\n    User->>SourceCode: Define custom exception class NoMoneyException\n    SourceCode->>SourceCode: Define __init__ method\\nand __str__ method\\nfor NoMoneyException\n    ProjectManager ->> DocFileRepositories: Create DocFileRepositories instance\n    Developer ->> DocFileRepositories: Create DocFileRepositories instance\n    DocFileRepositories ->> DocFileRepositories: Initialize with git_repo\n    DocFileRepositories ->> DocFileRepositories: Create file repositories for PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    DocFileRepositories -->> ProjectManager: Return PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    DocFileRepositories -->> Developer: Return PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    User ->> System: provides a filename as input\n    System ->> CodingContext: creates a new CodingContext object with the provided filename\n    System -->> User: returns the created CodingContext object\n    User ->> System: provides the coding context and the updated design document as input\n    System ->> CodingContext: updates the design document in the provided coding context\n    System -->> User: returns the updated coding context\n    User ->> System: provides the coding context and the updated task document as input\n    System ->> CodingContext: updates the task document in the provided coding context\n    System -->> User: returns the updated coding context\n    User ->> System: provides the coding context and the updated code document as input\n    System ->> CodingContext: updates the code document in the provided coding context\n    System -->> User: returns the updated coding context\n    Tester ->> System: provide filename, code_doc\n    System ->> System: create new TestingContext object with filename and code_doc\n    System -->> Tester: return testing_context\n    ExternalSystem->>CodeSummarizeContext: loads(filenames: List[str])\n    activate CodeSummarizeContext\n    CodeSummarizeContext-->>ExternalSystem: ctx: CodeSummarizeContext\n    deactivate CodeSummarizeContext\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository->>FileRepository: get_dependency(filename)\n    FileRepository->>FileRepository: identify changed dependent files\n    FileRepository->>Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file"}, {"id": "20240131225710350:{\nsequenceDiagram\n    participant System\n    System->>ResourceFileRepositories: git_repo\n    activate ResourceFileRepositories\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=COMPETITIVE_ANALYSIS_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=DATA_API_DESIGN_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=SEQ_FLOW_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=SYSTEM_DESIGN_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=PRD_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=TASK_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=CODE_SUMMARIES_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=SD_OUTPUT_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=CODE_PLAN_AND_CHANGE_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=VISUAL_GRAPH_REPO_FILE_REPO)\n    deactivate ResourceFileRepositories\n\n    participant ProjectManager\n    participant Developer\n    participant DocFileRepositories\n    participant User\n    participant CodingContext\n    participant Document\n    participant Tester\n    participant ExternalSystem\n    participant CodeSummarizeContext\n    participant RunCodeContext\n    participant TestingContext\n    participant Action\n    participant WriteTasks\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Team\n    participant Path\n    participant NoMoneyException\n    participant Logger\n    participant SystemAdministrator\n    participant LLMSystem\n    participant Message\n    participant BaseLLM\n    participant AsyncOpenAI\n    participant DependencyFile\n    participant FileRepository\n    participant GitRepository\n    participant ProjectRepo\n    participant Typer\n    participant generate_repo\n    participant config\n    participant Context\n    participant Engineer\n    participant QaEngineer\n\n    User->>SourceCode: Define custom exception class NoMoneyException\n    SourceCode->>SourceCode: Define __init__ method\\nand __str__ method\\nfor NoMoneyException\n    ProjectManager ->> DocFileRepositories: Create DocFileRepositories instance\n    Developer ->> DocFileRepositories: Create DocFileRepositories instance\n    DocFileRepositories ->> DocFileRepositories: Initialize with git_repo\n    DocFileRepositories ->> DocFileRepositories: Create file repositories for PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    DocFileRepositories -->> ProjectManager: Return PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    DocFileRepositories -->> Developer: Return PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    User ->> System: provides a filename as input\n    System ->> CodingContext: creates a new CodingContext object with the provided filename\n    System -->> User: returns the created CodingContext object\n    User ->> System: provides the coding context and the updated design document as input\n    System ->> CodingContext: updates the design document in the provided coding context\n    System -->> User: returns the updated coding context\n    User ->> System: provides the coding context and the updated task document as input\n    System ->> CodingContext: updates the task document in the provided coding context\n    System -->> User: returns the updated coding context\n    User ->> System: provides the coding context and the updated code document as input\n    System ->> CodingContext: updates the code document in the provided coding context\n    System -->> User: returns the updated coding context\n    Tester ->> System: provide filename, code_doc\n    System ->> System: create new TestingContext object with filename and code_doc\n    System -->> Tester: return testing_context\n    ExternalSystem->>CodeSummarizeContext: loads(filenames: List[str])\n    activate CodeSummarizeContext\n    CodeSummarizeContext-->>ExternalSystem: ctx: CodeSummarizeContext\n    deactivate CodeSummarizeContext\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository->>FileRepository: get_dependency(filename)\n    FileRepository->>FileRepository: identify changed dependent files\n    FileRepository->>Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file}"}, {"id": "?:generate_repo"}, {"id": "?:config"}, {"id": "{\"description\":\"The source code represents an Engineer role responsible for writing and possibly reviewing code. It includes attributes and methods for writing and reviewing code, summarizing code, and writing code plan and change. It also includes methods for determining the mode of action, thinking, and acting based on whether code review is used.\",\"use_cases\":[{\"description\":\"Write Code\",\"inputs\":[\"coding_context\"],\"outputs\":[\"changed_files\"],\"actors\":[\"Engineer\"],\"steps\":[\"Select essential information from the historical data to reduce the length of the prompt\",\"Run the code review if enabled\",\"Save the changed files and relevant messages\",\"Return the changed files\"],\"reason\":\"When the engineer needs to write code\"},{\"description\":\"Summarize Code\",\"inputs\":[\"summary\"],\"outputs\":[\"tasks\"],\"actors\":[\"Engineer\"],\"steps\":[\"Run the code summary for each pair of (system_design_doc, task_doc)\",\"Save the summary and check if it passes\",\"Send the summary to QA Engineer if needed\",\"Return the tasks if not passed\"],\"reason\":\"When the engineer needs to summarize code\"},{\"description\":\"Write Code Plan and Change\",\"inputs\":[\"files\",\"requirement\"],\"outputs\":[\"code_plan_and_change\"],\"actors\":[\"Engineer\"],\"steps\":[\"Write code plan and change that guides subsequent WriteCode and WriteCodeReview\",\"Save the code plan and change\",\"Return the code plan and change\"],\"reason\":\"When the engineer needs to write code plan and change\"}],\"relationship\":[\"Write Code is performed by Engineer\",\"Summarize Code is performed by Engineer\",\"Write Code Plan and Change is performed by Engineer\"]}"}, {"id": "\nsequenceDiagram\n    participant Engineer\n\n    Engineer->>Engineer: action_description\n    Engineer->>Engineer: list code_todos\n    Engineer->>Engineer: str constraints\n    Engineer->>Engineer: str goal\n    Engineer->>Engineer: int n_borg\n    Engineer->>Engineer: int n_summarize\n    Engineer->>Engineer: str name\n    Engineer->>Engineer: str next_todo_action\n    Engineer->>Engineer: str profile\n    Engineer->>Engineer: src_workspace\n    Engineer->>Engineer: list summarize_todos\n    Engineer->>Engineer: bool use_code_review\n"}, {"id": "\nsequenceDiagram\n    participant Engineer\n    participant System\n    participant ResourceFileRepositories\n    participant ProjectManager\n    participant Developer\n    participant DocFileRepositories\n    participant User\n    participant CodingContext\n    participant Document\n    participant Tester\n    participant ExternalSystem\n    participant CodeSummarizeContext\n    participant RunCodeContext\n    participant TestingContext\n    participant Action\n    participant WriteTasks\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Team\n    participant Path\n    participant NoMoneyException\n    participant Logger\n    participant SystemAdministrator\n    participant LLMSystem\n    participant Message\n    participant BaseLLM\n    participant AsyncOpenAI\n    participant DependencyFile\n    participant FileRepository\n    participant GitRepository\n    participant ProjectRepo\n    participant Typer\n    participant generate_repo\n    participant config\n    participant Context\n    participant QaEngineer\n\n    Engineer->>Engineer: action_description\n    Engineer->>Engineer: list code_todos\n    Engineer->>Engineer: str constraints\n    Engineer->>Engineer: str goal\n    Engineer->>Engineer: int n_borg\n    Engineer->>Engineer: int n_summarize\n    Engineer->>Engineer: str name\n    Engineer->>Engineer: str next_todo_action\n    Engineer->>Engineer: str profile\n    Engineer->>Engineer: src_workspace\n    Engineer->>Engineer: list summarize_todos\n    Engineer->>Engineer: bool use_code_review\n\n    System->>ResourceFileRepositories: git_repo\n    activate ResourceFileRepositories\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=COMPETITIVE_ANALYSIS_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=DATA_API_DESIGN_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=SEQ_FLOW_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=SYSTEM_DESIGN_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=PRD_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=TASK_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=CODE_SUMMARIES_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=SD_OUTPUT_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=CODE_PLAN_AND_CHANGE_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=VISUAL_GRAPH_REPO_FILE_REPO)\n    deactivate ResourceFileRepositories\n\n    User->>SourceCode: Define custom exception class NoMoneyException\n    SourceCode->>SourceCode: Define __init__ method\\nand __str__ method\\nfor NoMoneyException\n    ProjectManager ->> DocFileRepositories: Create DocFileRepositories instance\n    Developer ->> DocFileRepositories: Create DocFileRepositories instance\n    DocFileRepositories ->> DocFileRepositories: Initialize with git_repo\n    DocFileRepositories ->> DocFileRepositories: Create file repositories for PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    DocFileRepositories -->> ProjectManager: Return PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    DocFileRepositories -->> Developer: Return PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    User ->> System: provides a filename as input\n    System ->> CodingContext: creates a new CodingContext object with the provided filename\n    System -->> User: returns the created CodingContext object\n    User ->> System: provides the coding context and the updated design document as input\n    System ->> CodingContext: updates the design document in the provided coding context\n    System -->> User: returns the updated coding context\n    User ->> System: provides the coding context and the updated task document as input\n    System ->> CodingContext: updates the task document in the provided coding context\n    System -->> User: returns the updated coding context\n    User ->> System: provides the coding context and the updated code document as input\n    System ->> CodingContext: updates the code document in the provided coding context\n    System -->> User: returns the updated coding context\n    Tester ->> System: provide filename, code_doc\n    System ->> System: create new TestingContext object with filename and code_doc\n    System -->> Tester: return testing_context\n    ExternalSystem->>CodeSummarizeContext: loads(filenames: List[str])\n    activate CodeSummarizeContext\n    CodeSummarizeContext-->>ExternalSystem: ctx: CodeSummarizeContext\n    deactivate CodeSummarizeContext\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository->>FileRepository: get_dependency(filename)\n    FileRepository->>FileRepository: identify changed dependent files\n    FileRepository->>Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>"}, {"id": "20240131225840129:{\nsequenceDiagram\n    participant Engineer\n    participant System\n    participant ResourceFileRepositories\n    participant ProjectManager\n    participant Developer\n    participant DocFileRepositories\n    participant User\n    participant CodingContext\n    participant Document\n    participant Tester\n    participant ExternalSystem\n    participant CodeSummarizeContext\n    participant RunCodeContext\n    participant TestingContext\n    participant Action\n    participant WriteTasks\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Team\n    participant Path\n    participant NoMoneyException\n    participant Logger\n    participant SystemAdministrator\n    participant LLMSystem\n    participant Message\n    participant BaseLLM\n    participant AsyncOpenAI\n    participant DependencyFile\n    participant FileRepository\n    participant GitRepository\n    participant ProjectRepo\n    participant Typer\n    participant generate_repo\n    participant config\n    participant Context\n    participant QaEngineer\n\n    Engineer->>Engineer: action_description\n    Engineer->>Engineer: list code_todos\n    Engineer->>Engineer: str constraints\n    Engineer->>Engineer: str goal\n    Engineer->>Engineer: int n_borg\n    Engineer->>Engineer: int n_summarize\n    Engineer->>Engineer: str name\n    Engineer->>Engineer: str next_todo_action\n    Engineer->>Engineer: str profile\n    Engineer->>Engineer: src_workspace\n    Engineer->>Engineer: list summarize_todos\n    Engineer->>Engineer: bool use_code_review\n\n    System->>ResourceFileRepositories: git_repo\n    activate ResourceFileRepositories\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=COMPETITIVE_ANALYSIS_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=DATA_API_DESIGN_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=SEQ_FLOW_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=SYSTEM_DESIGN_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=PRD_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=TASK_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=CODE_SUMMARIES_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=SD_OUTPUT_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=CODE_PLAN_AND_CHANGE_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=VISUAL_GRAPH_REPO_FILE_REPO)\n    deactivate ResourceFileRepositories\n\n    User->>SourceCode: Define custom exception class NoMoneyException\n    SourceCode->>SourceCode: Define __init__ method\\nand __str__ method\\nfor NoMoneyException\n    ProjectManager ->> DocFileRepositories: Create DocFileRepositories instance\n    Developer ->> DocFileRepositories: Create DocFileRepositories instance\n    DocFileRepositories ->> DocFileRepositories: Initialize with git_repo\n    DocFileRepositories ->> DocFileRepositories: Create file repositories for PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    DocFileRepositories -->> ProjectManager: Return PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    DocFileRepositories -->> Developer: Return PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    User ->> System: provides a filename as input\n    System ->> CodingContext: creates a new CodingContext object with the provided filename\n    System -->> User: returns the created CodingContext object\n    User ->> System: provides the coding context and the updated design document as input\n    System ->> CodingContext: updates the design document in the provided coding context\n    System -->> User: returns the updated coding context\n    User ->> System: provides the coding context and the updated task document as input\n    System ->> CodingContext: updates the task document in the provided coding context\n    System -->> User: returns the updated coding context\n    User ->> System: provides the coding context and the updated code document as input\n    System ->> CodingContext: updates the code document in the provided coding context\n    System -->> User: returns the updated coding context\n    Tester ->> System: provide filename, code_doc\n    System ->> System: create new TestingContext object with filename and code_doc\n    System -->> Tester: return testing_context\n    ExternalSystem->>CodeSummarizeContext: loads(filenames: List[str])\n    activate CodeSummarizeContext\n    CodeSummarizeContext-->>ExternalSystem: ctx: CodeSummarizeContext\n    deactivate CodeSummarizeContext\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository->>FileRepository: get_dependency(filename)\n    FileRepository->>FileRepository: identify changed dependent files\n    FileRepository->>Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>}"}], "links": [{"predicate": "is", "source": "metagpt/schema.py", "target": "source_code"}, {"predicate": "is", "source": "metagpt/schema.py", "target": "python"}, {"predicate": "has_class", "source": "metagpt/schema.py", "target": "metagpt/schema.py:AIMessage"}, {"predicate": "has_class", "source": "metagpt/schema.py", "target": 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NoneType\",\"compositions\":[]},\"api_type\":{\"name\":\"api_type\",\"type_\":\"AZURE_AD,OPEN_AI\",\"default_\":\"\",\"description\":\"api_type : AZURE_AD, OPEN_AI\",\"compositions\":[\"AZURE_AD\",\"OPEN_AI\"]},\"api_version\":{\"name\":\"api_version\",\"type_\":\"\",\"default_\":\"\",\"description\":\"api_version\",\"compositions\":[]},\"base_url\":{\"name\":\"base_url\",\"type_\":\"\",\"default_\":\"\",\"description\":\"base_url : NoneType\",\"compositions\":[]},\"organization\":{\"name\":\"organization\",\"type_\":\"\",\"default_\":\"\",\"description\":\"organization : NoneType\",\"compositions\":[]}},\"methods\":{\"arequest\":{\"name\":\"arequest\",\"args\":[{\"name\":\"method\",\"type_\":\"\",\"default_\":\"\",\"description\":\"method\",\"compositions\":[]},{\"name\":\"url\",\"type_\":\"\",\"default_\":\"\",\"description\":\"url\",\"compositions\":[]},{\"name\":\"params\",\"type_\":\"\",\"default_\":\"\",\"description\":\"params\",\"compositions\":[]},{\"name\":\"headers\",\"type_\":\"\",\"default_\":\"\",\"description\":\"headers\",\"compositions\":[]},{\"name\":\"files\",\"type_\":\"\",\"default_\":\"\",\"description\":\"files\",\"compositions\":[]},{\"name\":\"stream\",\"type_\":\"Literal[True]\",\"default_\":\"\",\"description\":\"stream: Literal[True]\",\"compositions\":[]},{\"name\":\"request_id\",\"type_\":\"Optional[str]\",\"default_\":\"\",\"description\":\"request_id: Optional[str]\",\"compositions\":[]},{\"name\":\"request_timeout\",\"type_\":\"Optional[Union[float,Tuple[float,float]]]\",\"default_\":\"\",\"description\":\"request_timeout: Optional[Union[float, Tuple[float, float]]]\",\"compositions\":[]}],\"return_args\":{\"type_\":\"Tuple[AsyncGenerator[OpenAIResponse,None],bool,str]\",\"description\":\"Tuple[AsyncGenerator[OpenAIResponse, None], bool, str]\",\"compositions\":[\"AsyncGenerator\",\"OpenAIResponse\"]},\"description\":\"<I>arequest</I>(method, url, params, headers, files, stream: Literal[True], request_id: Optional[str], request_timeout: Optional[Union[float, Tuple[float, float]]]): Tuple[AsyncGenerator[OpenAIResponse, None], bool, str]\",\"aggregations\":[\"OpenAIResponse\",\"AsyncGenerator\"]},\"arequest_raw\":{\"name\":\"arequest_raw\",\"args\":[{\"name\":\"method\",\"type_\":\"\",\"default_\":\"\",\"description\":\"method\",\"compositions\":[]},{\"name\":\"url\",\"type_\":\"\",\"default_\":\"\",\"description\":\"url\",\"compositions\":[]},{\"name\":\"session\",\"type_\":\"\",\"default_\":\"\",\"description\":\"session\",\"compositions\":[]}],\"return_args\":{\"type_\":\"aiohttp.ClientResponse\",\"description\":\"aiohttp.ClientResponse\",\"compositions\":[\"aiohttp.ClientResponse\"]},\"description\":\"arequest_raw(method, url, session): aiohttp.ClientResponse\",\"aggregations\":[\"aiohttp.ClientResponse\"]},\"request\":{\"name\":\"request\",\"args\":[{\"name\":\"method\",\"type_\":\"\",\"default_\":\"\",\"description\":\"method\",\"compositions\":[]},{\"name\":\"url\",\"type_\":\"\",\"default_\":\"\",\"description\":\"url\",\"compositions\":[]},{\"name\":\"params\",\"type_\":\"\",\"default_\":\"\",\"description\":\"params\",\"compositions\":[]},{\"name\":\"headers\",\"type_\":\"\",\"default_\":\"\",\"description\":\"headers\",\"compositions\":[]},{\"name\":\"files\",\"type_\":\"\",\"default_\":\"\",\"description\":\"files\",\"compositions\":[]},{\"name\":\"stream\",\"type_\":\"Literal[True]\",\"default_\":\"\",\"description\":\"stream: Literal[True]\",\"compositions\":[]},{\"name\":\"request_id\",\"type_\":\"Optional[str]\",\"default_\":\"\",\"description\":\"request_id: Optional[str]\",\"compositions\":[]},{\"name\":\"request_timeout\",\"type_\":\"Optional[Union[float,Tuple[float,float]]]\",\"default_\":\"\",\"description\":\"request_timeout: Optional[Union[float, Tuple[float, float]]]\",\"compositions\":[]}],\"return_args\":{\"type_\":\"Tuple[Iterator[OpenAIResponse],bool,str]\",\"description\":\"Tuple[Iterator[OpenAIResponse], bool, str]\",\"compositions\":[\"OpenAIResponse\"]},\"description\":\"<I>request</I>(method, url, params, headers, files, stream: Literal[True], request_id: Optional[str], request_timeout: Optional[Union[float, Tuple[float, float]]]): Tuple[Iterator[OpenAIResponse], bool, str]\",\"aggregations\":[\"OpenAIResponse\"]},\"request_headers\":{\"name\":\"request_headers\",\"args\":[{\"name\":\"method\",\"type_\":\"str\",\"default_\":\"\",\"description\":\"method: 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{"predicate": "has_detail", "source": "metagpt/provider/general_api_base.py:APIRequestor:base_url", "target": "{\"name\":\"base_url\",\"type_\":\"\",\"default_\":\"\",\"description\":\"base_url : NoneType\",\"compositions\":[]}"}, {"predicate": "is", "source": "metagpt/provider/general_api_base.py:APIRequestor:organization", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/provider/general_api_base.py:APIRequestor:organization", "target": "{\"name\":\"organization\",\"type_\":\"\",\"default_\":\"\",\"description\":\"organization : NoneType\",\"compositions\":[]}"}, {"predicate": "is", "source": "metagpt/provider/general_api_base.py:APIRequestor:arequest", "target": "class_method"}, {"predicate": "has_detail", "source": "metagpt/provider/general_api_base.py:APIRequestor:arequest", "target": 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for an AI assistant. It includes methods for sending and receiving messages, as well as methods for asynchronous completion and choice selection.\",\"use_cases\":[{\"description\":\"Send a message to the AI assistant and receive a response.\",\"inputs\":[\"msg\",\"system_msgs\",\"format_msgs\",\"timeout\",\"stream\"],\"outputs\":[\"rsp\"],\"actors\":[\"Message\",\"AsyncOpenAI\"],\"steps\":[\"Check if system messages are provided, if not, use the default system prompt\",\"Format the messages to be sent to the AI assistant, including user messages and system messages\",\"Send the formatted messages to the AI assistant and await a response\",\"Return the response from the AI assistant\"],\"reason\":\"When an external system needs to interact with the AI assistant by sending a message and receiving a response.\"},{\"description\":\"Send a batch of messages to the AI assistant and receive a concatenated response.\",\"inputs\":[\"msgs\",\"timeout\"],\"outputs\":[\"rsp_text\"],\"actors\":[\"Message\",\"AsyncOpenAI\"],\"steps\":[\"Iterate through the list of messages to be sent to the AI assistant\",\"Send each message to the AI assistant and await a response\",\"Concatenate the responses from the AI assistant\",\"Return the concatenated response\"],\"reason\":\"When an external system needs to sequentially send multiple messages to the AI assistant and receive a combined response.\"},{\"description\":\"Send a code-related message to the AI assistant and receive a response.\",\"inputs\":[\"messages\",\"timeout\"],\"outputs\":[\"rsp\"],\"actors\":[\"Message\",\"AsyncOpenAI\"],\"steps\":[\"Raise a NotImplementedError as this method is not implemented in the abstract class\"],\"reason\":\"N/A\"}],\"relationship\":[\"The 'Send a message to the AI assistant and receive a response' use case involves the 'Send a batch of messages to the AI assistant and receive a concatenated response' use case, as it utilizes the method for sending a single message to the AI assistant.\",\"The 'Send a message to the AI assistant and receive a response' use case involves the 'Send a code-related message to the AI assistant and receive a response' use case, as it utilizes the method for sending a single message to the AI assistant.\"]}"}, {"predicate": "has_sequence_view", "source": "metagpt/provider/base_llm.py:BaseLLM", "target": "\nsequenceDiagram\n    participant Message\n    participant AsyncOpenAI\n    participant BaseLLM\n\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    BaseLLM -->> Message: rsp\n"}, {"predicate": "is", "source": "metagpt/provider/base_llm.py:BaseLLM:aclient", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/provider/base_llm.py:BaseLLM:aclient", "target": "{\"name\":\"aclient\",\"type_\":\"Optional[Union[AsyncOpenAI]]\",\"default_\":\"\",\"description\":\"aclient : Optional[Union[AsyncOpenAI]]\",\"compositions\":[\"AsyncOpenAI\"]}"}, {"predicate": "is", "source": "metagpt/provider/base_llm.py:BaseLLM:config", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/provider/base_llm.py:BaseLLM:config", "target": "{\"name\":\"config\",\"type_\":\"\",\"default_\":\"\",\"description\":\"config\",\"compositions\":[]}"}, {"predicate": "is", "source": "metagpt/provider/base_llm.py:BaseLLM:cost_manager", "target": "class_property"}, 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It also provides a static method loads to create an instance of CodeSummarizeContext from a list of filenames.\",\"use_cases\":[{\"description\":\"Load CodeSummarizeContext\",\"inputs\":[\"filenames: List[str]\"],\"outputs\":[\"ctx: CodeSummarizeContext\"],\"actors\":[\"External System\"],\"steps\":[\"Create an empty instance of CodeSummarizeContext\",\"Iterate through the list of filenames\",\"If the filename is relative to SYSTEM_DESIGN_FILE_REPO, set design_filename attribute\",\"If the filename is relative to TASK_FILE_REPO, set task_filename attribute\"],\"reason\":\"When the external system needs to load a CodeSummarizeContext instance from a list of filenames.\"}],\"relationship\":[]}"}, {"predicate": "has_sequence_view", "source": "metagpt/schema.py:CodeSummarizeContext", "target": "\nsequenceDiagram\n    participant ExternalSystem\n    participant CodeSummarizeContext\n\n    ExternalSystem->>CodeSummarizeContext: loads(filenames: List[str])\n    activate CodeSummarizeContext\n    CodeSummarizeContext-->>CodeSummarizeContext: Create an empty instance\n    loop through filenames\n        CodeSummarizeContext->>CodeSummarizeContext: Check if filename is relative to SYSTEM_DESIGN_FILE_REPO\n        alt filename is relative to SYSTEM_DESIGN_FILE_REPO\n            CodeSummarizeContext-->>CodeSummarizeContext: Set design_filename attribute\n        else filename is relative to TASK_FILE_REPO\n            CodeSummarizeContext-->>CodeSummarizeContext: Set task_filename attribute\n        end\n    end\n    CodeSummarizeContext-->>ExternalSystem: ctx: CodeSummarizeContext\n    deactivate CodeSummarizeContext\n"}, {"predicate": "is", "source": "metagpt/schema.py:CodeSummarizeContext:codes_filenames", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/schema.py:CodeSummarizeContext:codes_filenames", "target": "{\"name\":\"codes_filenames\",\"type_\":\"List[str]\",\"default_\":\"\",\"description\":\"codes_filenames : 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"{\"lineno\":418,\"end_lineno\":422,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"CodingContext\"],\"properties\":{}}"}, {"predicate": "has_class_view", "source": "metagpt/schema.py:CodingContext", "target": "{\"name\":\"CodingContext\",\"visibility\":\"+\",\"attributes\":[{\"name\":\"code_doc\",\"visibility\":\"+\",\"value_type\":\"Optional[Document]\",\"default_value\":\"\"},{\"name\":\"design_doc\",\"visibility\":\"+\",\"value_type\":\"Optional[Document]\",\"default_value\":\"\"},{\"name\":\"filename\",\"visibility\":\"+\",\"value_type\":\"str\",\"default_value\":\"\"},{\"name\":\"task_doc\",\"visibility\":\"+\",\"value_type\":\"Optional[Document]\",\"default_value\":\"\"}],\"methods\":[]}"}, {"predicate": "has_class_use_case", "source": "metagpt/schema.py:CodingContext", "target": "{\"description\":\"The source code defines a class CodingContext with attributes filename, design_doc, task_doc, and code_doc. The class is a part of a larger system and interacts with external documents such as Document.\",\"use_cases\":[{\"description\":\"Create Coding Context\",\"inputs\":[\"filename\"],\"outputs\":[\"coding_context\"],\"actors\":[\"User\"],\"steps\":[\"User provides a filename as input\",\"System creates a new CodingContext object with the provided filename\",\"System returns the created CodingContext object\"],\"reason\":\"When a user needs to create a new coding context for a specific file\"},{\"description\":\"Update Design Document\",\"inputs\":[\"coding_context\",\"design_doc\"],\"outputs\":[\"updated_coding_context\"],\"actors\":[\"User\"],\"steps\":[\"User provides the coding context and the updated design document as input\",\"System updates the design document in the provided coding context\",\"System returns the updated coding context\"],\"reason\":\"When a user needs to update the design document in a coding context\"},{\"description\":\"Update Task Document\",\"inputs\":[\"coding_context\",\"task_doc\"],\"outputs\":[\"updated_coding_context\"],\"actors\":[\"User\"],\"steps\":[\"User provides the coding context and the updated task document as input\",\"System updates the task document in the provided coding context\",\"System returns the updated coding context\"],\"reason\":\"When a user needs to update the task document in a coding context\"},{\"description\":\"Update Code Document\",\"inputs\":[\"coding_context\",\"code_doc\"],\"outputs\":[\"updated_coding_context\"],\"actors\":[\"User\"],\"steps\":[\"User provides the coding context and the updated code document as input\",\"System updates the code document in the provided coding context\",\"System returns the updated coding context\"],\"reason\":\"When a user needs to update the code document in a coding context\"}],\"relationship\":[\"Create Coding Context is a prerequisite for Update Design Document, Update Task Document, and Update Code Document\"]}"}, {"predicate": 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CodingContext: updates the code document in the provided coding context\n    System -->> User: returns the updated coding context\n"}, {"predicate": "is", "source": "metagpt/schema.py:CodingContext:code_doc", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/schema.py:CodingContext:code_doc", "target": "{\"name\":\"code_doc\",\"type_\":\"Optional[Document]\",\"default_\":\"\",\"description\":\"code_doc : Optional[Document]\",\"compositions\":[\"Document\"]}"}, {"predicate": "is", "source": "metagpt/schema.py:CodingContext:design_doc", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/schema.py:CodingContext:design_doc", "target": "{\"name\":\"design_doc\",\"type_\":\"Optional[Document]\",\"default_\":\"\",\"description\":\"design_doc : Optional[Document]\",\"compositions\":[\"Document\"]}"}, {"predicate": "is", "source": "metagpt/schema.py:CodingContext:filename", "target": "class_property"}, {"predicate": "has_detail", "source": 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{"predicate": "has_class_property", "source": "metagpt/actions/research.py:CollectLinks", "target": "metagpt/actions/research.py:CollectLinks:search_engine"}, {"predicate": "has_class_method", "source": "metagpt/actions/research.py:CollectLinks", "target": "metagpt/actions/research.py:CollectLinks:run"}, {"predicate": "isCompositeOf", "source": "metagpt/actions/research.py:CollectLinks", "target": "?:Callable"}, {"predicate": "isAggregateOf", "source": "metagpt/actions/research.py:CollectLinks", "target": "?:str\\"}, {"predicate": "isGeneralizeOf", "source": "metagpt/actions/research.py:CollectLinks", "target": "metagpt/actions/action.py:Action"}, {"predicate": "has_class_method", "source": "metagpt/actions/research.py:CollectLinks", "target": "metagpt/actions/research.py:CollectLinks:_search_and_rank_urls"}, {"predicate": "has_page_info", "source": "metagpt/actions/research.py:CollectLinks", "target": 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List[Document]\",\"aggregations\":[\"Document\"]},\"get_change_dir_files\":{\"name\":\"get_change_dir_files\",\"args\":[{\"name\":\"dir\",\"type_\":\"Path\\\\|str\",\"default_\":\"\",\"description\":\"dir: Path \\\\| str\",\"compositions\":[\"Path\\\\\"]}],\"return_args\":{\"type_\":\"List\",\"description\":\"List\",\"compositions\":[]},\"description\":\"get_change_dir_files(dir: Path \\\\| str): List\",\"aggregations\":[\"Path\\\\\"]},\"get_changed_dependency\":{\"name\":\"get_changed_dependency\",\"args\":[{\"name\":\"filename\",\"type_\":\"Path\\\\|str\",\"default_\":\"\",\"description\":\"filename: Path \\\\| str\",\"compositions\":[\"Path\\\\\"]}],\"return_args\":{\"type_\":\"Set[str]\",\"description\":\"Set[str]\",\"compositions\":[]},\"description\":\"get_changed_dependency(filename: Path \\\\| str): 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List[str])\",\"aggregations\":[\"Document\"]},\"save_pdf\":{\"name\":\"save_pdf\",\"args\":[{\"name\":\"doc\",\"type_\":\"Document\",\"default_\":\"\",\"description\":\"doc: Document\",\"compositions\":[\"Document\"]},{\"name\":\"with_suffix\",\"type_\":\"str\",\"default_\":\"\",\"description\":\"with_suffix: str\",\"compositions\":[]},{\"name\":\"dependencies\",\"type_\":\"List[str]\",\"default_\":\"\",\"description\":\"dependencies: List[str]\",\"compositions\":[]}],\"return_args\":{\"type_\":\"\",\"description\":\"\",\"compositions\":[]},\"description\":\"save_pdf(doc: Document, with_suffix: str, dependencies: List[str])\",\"aggregations\":[\"Document\"]}},\"compositions\":[],\"aggregations\":[\"Path\\\\\",\"Document\\\\\",\"Document\"]}"}, {"predicate": "has_class_method", "source": "metagpt/utils/file_repository.py:FileRepository", "target": "metagpt/utils/file_repository.py:FileRepository:all_files"}, {"predicate": "has_class_method", "source": 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"source": "metagpt/utils/file_repository.py:FileRepository", "target": "metagpt/utils/file_repository.py:FileRepository:__init__"}, {"predicate": "has_page_info", "source": "metagpt/utils/file_repository.py:FileRepository", "target": "{\"lineno\":25,\"end_lineno\":240,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"FileRepository\"],\"properties\":{}}"}, {"predicate": "has_class_view", "source": "metagpt/utils/file_repository.py:FileRepository", "target": "{\"name\":\"FileRepository\",\"visibility\":\"+\",\"attributes\":[{\"name\":\"all_files\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"},{\"name\":\"changed_files\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"},{\"name\":\"root_path\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"},{\"name\":\"workdir\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"}],\"methods\":[]}"}, {"predicate": "has_class_use_case", "source": "metagpt/utils/file_repository.py:FileRepository", "target": "{\"description\":\"This source code defines a class representing a FileRepository associated with a Git repository. The class includes methods for saving, getting, and deleting files, as well as managing file dependencies and generating new filenames.\",\"use_cases\":[{\"description\":\"Save content to a file and update its dependencies.\",\"inputs\":[\"filename\",\"content\",\"dependencies\"],\"outputs\":[\"Document\"],\"actors\":[\"Document\",\"Path\",\"List\"],\"steps\":[\"Create the pathname for the file within the repository.\",\"Write the content to the file.\",\"Update the dependencies if provided.\",\"Return the saved document.\"],\"reason\":\"When new content needs to be saved to a file and its dependencies need to be updated.\"},{\"description\":\"Get the dependencies of a file.\",\"inputs\":[\"filename\"],\"outputs\":[\"Set\"],\"actors\":[\"Path\"],\"steps\":[\"Retrieve the pathname of the file within the repository.\",\"Get the dependencies of the file.\",\"Return the set of dependencies.\"],\"reason\":\"When the dependencies of a file need to be retrieved.\"},{\"description\":\"Get the dependencies of a file that have changed.\",\"inputs\":[\"filename\"],\"outputs\":[\"Set\"],\"actors\":[\"Path\"],\"steps\":[\"Get the dependencies of the file.\",\"Identify the changed dependent files.\",\"Return the set of changed dependencies.\"],\"reason\":\"When the dependencies of a file that have changed need to be retrieved.\"},{\"description\":\"Read the content of a file.\",\"inputs\":[\"filename\"],\"outputs\":[\"Document\",\"None\"],\"actors\":[\"Path\"],\"steps\":[\"Create a document instance for the file.\",\"Read the content of the file.\",\"Return the document with the content or None if the file does not exist.\"],\"reason\":\"When the content of a file needs to be read.\"},{\"description\":\"Get the content of all files in the repository.\",\"inputs\":[\"filter_ignored\"],\"outputs\":[\"List[Document]\"],\"actors\":[\"Path\"],\"steps\":[\"Retrieve the content of all files in the repository.\",\"Return a list of document instances representing the files.\"],\"reason\":\"When the content of all files in the repository needs to be retrieved.\"},{\"description\":\"Get the files in a directory that have changed.\",\"inputs\":[\"dir\"],\"outputs\":[\"List\"],\"actors\":[\"Path\"],\"steps\":[\"Identify the changed files within the directory.\",\"Return the list of changed files.\"],\"reason\":\"When the changed files within a directory need to be retrieved.\"},{\"description\":\"Generate a new filename based on the current timestamp and a UUID suffix.\",\"inputs\":[],\"outputs\":[\"str\"],\"actors\":[],\"steps\":[\"Generate a new filename based on the current timestamp and a UUID suffix.\",\"Return the new filename.\"],\"reason\":\"When a new filename needs to be generated.\"},{\"description\":\"Save content to a file and update its dependencies using a Document instance.\",\"inputs\":[\"doc\",\"dependencies\"],\"outputs\":[],\"actors\":[\"Document\",\"List\"],\"steps\":[\"Save the content of the document to a file.\",\"Update the dependencies if provided.\"],\"reason\":\"When the content of a document needs to be saved to a file and its dependencies need to be updated.\"},{\"description\":\"Save a Document instance as a PDF file.\",\"inputs\":[\"doc\",\"with_suffix\",\"dependencies\"],\"outputs\":[],\"actors\":[\"Document\",\"List\"],\"steps\":[\"Convert the content of the document to Markdown.\",\"Save it to a file with an optional specified suffix.\",\"Log the saved file.\"],\"reason\":\"When a document instance needs to be saved as a PDF file.\"},{\"description\":\"Delete a file from the file repository.\",\"inputs\":[\"filename\"],\"outputs\":[],\"actors\":[\"Path\"],\"steps\":[\"Delete the file from the file repository.\"],\"reason\":\"When a file needs to be deleted from the file repository.\"}],\"relationship\":[\"Save content to a file and update its dependencies is related to Get the dependencies of a file.\",\"Save content to a file and update its dependencies is related to Get the dependencies of a file that have changed.\",\"Save content to a file and update its dependencies is related to Read the content of a file.\",\"Save content to a file and update its dependencies is related to Get the content of all files in the repository.\",\"Save content to a file and update its dependencies is related to Get the files in a directory that have changed.\",\"Save content to a file and update its dependencies is related to Generate a new filename based on the current timestamp and a UUID suffix.\",\"Save content to a file and update its dependencies is related to Save content to a file and update its dependencies using a Document instance.\",\"Save content to a file and update its dependencies is related to Save a Document instance as a PDF file.\",\"Save content to a file and update its dependencies is related to Delete a file from the file repository.\"]}"}, {"predicate": "has_sequence_view", "source": "metagpt/utils/file_repository.py:FileRepository", "target": "\nsequenceDiagram\n    participant Document\n    participant Path\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n\n    Document ->> FileRepository: get_all(filter_ignored)\n    FileRepository ->> FileRepository: retrieve content of all files\n    FileRepository ->> Document: return list of document instances\n\n    Document ->> FileRepository: get_change_dir_files(dir)\n    FileRepository ->> FileRepository: identify changed files within directory\n    FileRepository ->> Document: return list of changed files\n\n    Document ->> FileRepository: save_doc(doc, dependencies)\n    FileRepository ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Document: return saved document\n\n    Document ->> FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository ->> Path: convert content of document to Markdown\n    FileRepository ->> FileRepository: save content to file with optional suffix\n    FileRepository ->> Document: return saved document\n\n    Document ->> FileRepository: delete(filename)\n    FileRepository ->> Path: delete file from repository\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(filename, dependencies)\n"}, {"predicate": "is", "source": "metagpt/utils/file_repository.py:FileRepository:all_files", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/utils/file_repository.py:FileRepository:all_files", "target": "{\"name\":\"all_files\",\"type_\":\"\",\"default_\":\"\",\"description\":\"all_files\",\"compositions\":[]}"}, {"predicate": "is", "source": "metagpt/utils/file_repository.py:FileRepository:all_files", "target": 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"metagpt/utils/file_repository.py:FileRepository:workdir", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/utils/file_repository.py:FileRepository:workdir", "target": "{\"name\":\"workdir\",\"type_\":\"\",\"default_\":\"\",\"description\":\"workdir\",\"compositions\":[]}"}, {"predicate": "is", "source": "metagpt/utils/file_repository.py:FileRepository:workdir", "target": "class_method"}, {"predicate": "is", "source": "metagpt/utils/file_repository.py:FileRepository:delete", "target": "class_method"}, {"predicate": "has_detail", "source": "metagpt/utils/file_repository.py:FileRepository:delete", "target": "{\"name\":\"delete\",\"args\":[{\"name\":\"filename\",\"type_\":\"Path\\\\|str\",\"default_\":\"\",\"description\":\"filename: Path \\\\| str\",\"compositions\":[\"Path\\\\\"]}],\"return_args\":{\"type_\":\"\",\"description\":\"\",\"compositions\":[]},\"description\":\"delete(filename: Path \\\\| str)\",\"aggregations\":[\"Path\\\\\"]}"}, {"predicate": 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It provides methods to interact with the repository, such as opening an existing repository, initializing a new repository, adding or removing files from the staging area, committing changes, deleting the repository, and more.\",\"use_cases\":[{\"description\":\"Open an existing Git repository or initialize a new one.\",\"inputs\":[\"local_path\",\"auto_init\"],\"outputs\":[],\"actors\":[\"FileRepository\"],\"steps\":[\"Check if the provided path is a Git repository\",\"If it is a Git repository, open it and set the repository attribute\",\"If it is not a Git repository and auto_init is True, initialize a new Git repository at the provided path\"],\"reason\":\"When a user wants to open an existing Git repository or initialize a new one for further operations.\"},{\"description\":\"Add or remove files from the staging area based on the provided changes.\",\"inputs\":[\"files\"],\"outputs\":[],\"actors\":[\"FileRepository\"],\"steps\":[\"Iterate through the provided files and their 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with the provided relative path\"],\"reason\":\"When a user wants to create a new instance of FileRepository associated with the Git repository.\"},{\"description\":\"Get the dependency file associated with the Git repository.\",\"inputs\":[],\"outputs\":[\"DependencyFile\"],\"actors\":[\"FileRepository\"],\"steps\":[\"If the dependency file is not available, create a new instance of DependencyFile\"],\"reason\":\"When a user wants to get the dependency file associated with the Git repository.\"},{\"description\":\"Rename the root directory of the Git repository.\",\"inputs\":[\"new_dir_name\"],\"outputs\":[],\"actors\":[\"FileRepository\"],\"steps\":[\"Rename the root directory of the Git repository to the provided new name\"],\"reason\":\"When a user wants to rename the root directory of the Git repository.\"},{\"description\":\"Retrieve a list of files in the specified relative 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"{\"name\":\"ProjectRepo\",\"package\":\"metagpt/utils/project_repo.py:ProjectRepo\",\"attributes\":{\"docs\":{\"name\":\"docs\",\"type_\":\"\",\"default_\":\"\",\"description\":\"docs\",\"compositions\":[]},\"git_repo\":{\"name\":\"git_repo\",\"type_\":\"\",\"default_\":\"\",\"description\":\"git_repo\",\"compositions\":[]},\"requirement\":{\"name\":\"requirement\",\"type_\":\"\",\"default_\":\"\",\"description\":\"requirement\",\"compositions\":[]},\"resources\":{\"name\":\"resources\",\"type_\":\"\",\"default_\":\"\",\"description\":\"resources\",\"compositions\":[]},\"src_relative_path\":{\"name\":\"src_relative_path\",\"type_\":\"\",\"default_\":\"\",\"description\":\"src_relative_path\",\"compositions\":[]},\"srcs\":{\"name\":\"srcs\",\"type_\":\"\",\"default_\":\"\",\"description\":\"srcs\",\"compositions\":[]},\"test_outputs\":{\"name\":\"test_outputs\",\"type_\":\"\",\"default_\":\"\",\"description\":\"test_outputs\",\"compositions\":[]},\"tests\":{\"name\":\"tests\",\"type_\":\"\",\"default_\":\"\",\"description\":\"tests\",\"compositions\":[]},\"workdir\":{\"name\":\"workdir\",\"type_\":\"\",\"default_\":\"\",\"description\":\"workdir\",\"compositions\":[]}},\"methods\":{\"code_files_exists\":{\"name\":\"code_files_exists\",\"args\":[],\"return_args\":{\"type_\":\"bool\",\"description\":\"bool\",\"compositions\":[]},\"description\":\"code_files_exists(): 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"metagpt/utils/project_repo.py:ProjectRepo:requirement"}, {"predicate": "has_class_property", "source": "metagpt/utils/project_repo.py:ProjectRepo", "target": "metagpt/utils/project_repo.py:ProjectRepo:resources"}, {"predicate": "has_class_method", "source": "metagpt/utils/project_repo.py:ProjectRepo", "target": "metagpt/utils/project_repo.py:ProjectRepo:src_relative_path"}, {"predicate": "has_class_method", "source": "metagpt/utils/project_repo.py:ProjectRepo", "target": "metagpt/utils/project_repo.py:ProjectRepo:srcs"}, {"predicate": "has_class_property", "source": "metagpt/utils/project_repo.py:ProjectRepo", "target": "metagpt/utils/project_repo.py:ProjectRepo:test_outputs"}, {"predicate": "has_class_property", "source": "metagpt/utils/project_repo.py:ProjectRepo", "target": "metagpt/utils/project_repo.py:ProjectRepo:tests"}, {"predicate": "has_class_method", "source": "metagpt/utils/project_repo.py:ProjectRepo", "target": "metagpt/utils/project_repo.py:ProjectRepo:workdir"}, {"predicate": "has_class_method", "source": "metagpt/utils/project_repo.py:ProjectRepo", "target": "metagpt/utils/project_repo.py:ProjectRepo:code_files_exists"}, {"predicate": "has_class_method", "source": "metagpt/utils/project_repo.py:ProjectRepo", "target": "metagpt/utils/project_repo.py:ProjectRepo:with_src_path"}, {"predicate": "isAggregateOf", "source": "metagpt/utils/project_repo.py:ProjectRepo", "target": "?:str\\"}, {"predicate": "isAggregateOf", "source": "metagpt/utils/project_repo.py:ProjectRepo", "target": "?:ProjectRepo"}, {"predicate": "isAggregateOf", "source": "metagpt/utils/project_repo.py:ProjectRepo", "target": "?:Path"}, {"predicate": "isGeneralizeOf", "source": "metagpt/utils/project_repo.py:ProjectRepo", "target": "metagpt/utils/file_repository.py:FileRepository"}, {"predicate": "isCompositeOf", "source": "metagpt/utils/project_repo.py:ProjectRepo", "target": "metagpt/context.py:Context"}, {"predicate": "isCompositeOn", "source": "metagpt/utils/project_repo.py:ProjectRepo", "target": "metagpt/context.py:Context:repo"}, {"predicate": "has_class_method", "source": "metagpt/utils/project_repo.py:ProjectRepo", "target": "metagpt/utils/project_repo.py:ProjectRepo:__init__"}, {"predicate": "has_page_info", "source": "metagpt/utils/project_repo.py:ProjectRepo", "target": "{\"lineno\":90,\"end_lineno\":142,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"ProjectRepo\"],\"properties\":{}}"}, {"predicate": "has_class_view", "source": "metagpt/utils/project_repo.py:ProjectRepo", "target": "{\"name\":\"ProjectRepo\",\"visibility\":\"+\",\"attributes\":[{\"name\":\"docs\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"},{\"name\":\"git_repo\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"},{\"name\":\"requirement\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"},{\"name\":\"resources\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"},{\"name\":\"src_relative_path\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"},{\"name\":\"srcs\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"},{\"name\":\"test_outputs\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"},{\"name\":\"tests\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"},{\"name\":\"workdir\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"}],\"methods\":[]}"}, {"predicate": "has_class_use_case", "source": "metagpt/utils/project_repo.py:ProjectRepo", "target": "{\"description\":\"The source code defines a class 'ProjectRepo' which is a file repository for a project. It contains methods to interact with the project's files and resources.\",\"use_cases\":[{\"description\":\"Retrieve project requirements\",\"inputs\":[],\"outputs\":[\"requirement\"],\"actors\":[\"ProjectRepo\"],\"steps\":[\"The 'ProjectRepo' class retrieves the project requirements from the 'docs' attribute using the 'requirement' property.\"],\"reason\":\"When the system needs to access the project requirements.\"},{\"description\":\"Check if code files exist\",\"inputs\":[],\"outputs\":[\"code_files_exist\"],\"actors\":[\"ProjectRepo\"],\"steps\":[\"The 'ProjectRepo' class checks if the code files exist by accessing the 'srcs' attribute and its 'all_files' property.\"],\"reason\":\"When the system needs to verify the existence of code files.\"},{\"description\":\"Set source path for the project\",\"inputs\":[\"path\"],\"outputs\":[\"ProjectRepo\"],\"actors\":[\"ProjectRepo\"],\"steps\":[\"The 'ProjectRepo' class sets the source path for the project by using the 'with_src_path' method with the specified 'path'.\"],\"reason\":\"When the system needs to update the source path for the project.\"}],\"relationship\":[\"The 'Retrieve project requirements' use case is related to the 'Check if code files exist' use case as both involve accessing project files and resources.\",\"The 'Set source path for the project' use case is related to the 'Check if code files exist' use case as setting the source path may impact the existence of code files.\"]}"}, {"predicate": "has_sequence_view", "source": "metagpt/utils/project_repo.py:ProjectRepo", "target": "\nsequenceDiagram\n    participant ProjectRepo\n    participant str\n    participant Path\n\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n"}, {"predicate": "is", "source": "metagpt/utils/project_repo.py:ProjectRepo:docs", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/utils/project_repo.py:ProjectRepo:docs", "target": "{\"name\":\"docs\",\"type_\":\"\",\"default_\":\"\",\"description\":\"docs\",\"compositions\":[]}"}, {"predicate": "is", "source": "metagpt/utils/project_repo.py:ProjectRepo:git_repo", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/utils/project_repo.py:ProjectRepo:git_repo", "target": "{\"name\":\"git_repo\",\"type_\":\"\",\"default_\":\"\",\"description\":\"git_repo\",\"compositions\":[]}"}, {"predicate": "is", "source": "metagpt/utils/project_repo.py:ProjectRepo:git_repo", "target": "class_method"}, {"predicate": "is", "source": "metagpt/utils/project_repo.py:ProjectRepo:requirement", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/utils/project_repo.py:ProjectRepo:requirement", "target": "{\"name\":\"requirement\",\"type_\":\"\",\"default_\":\"\",\"description\":\"requirement\",\"compositions\":[]}"}, {"predicate": "is", "source": "metagpt/utils/project_repo.py:ProjectRepo:requirement", "target": "class_method"}, {"predicate": "is", "source": "metagpt/utils/project_repo.py:ProjectRepo:resources", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/utils/project_repo.py:ProjectRepo:resources", "target": "{\"name\":\"resources\",\"type_\":\"\",\"default_\":\"\",\"description\":\"resources\",\"compositions\":[]}"}, {"predicate": "is", "source": "metagpt/utils/project_repo.py:ProjectRepo:src_relative_path", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/utils/project_repo.py:ProjectRepo:src_relative_path", "target": "{\"name\":\"src_relative_path\",\"type_\":\"\",\"default_\":\"\",\"description\":\"src_relative_path\",\"compositions\":[]}"}, {"predicate": "is", "source": "metagpt/utils/project_repo.py:ProjectRepo:src_relative_path", "target": "class_method"}, {"predicate": "is", "source": "metagpt/utils/project_repo.py:ProjectRepo:srcs", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/utils/project_repo.py:ProjectRepo:srcs", "target": "{\"name\":\"srcs\",\"type_\":\"\",\"default_\":\"\",\"description\":\"srcs\",\"compositions\":[]}"}, {"predicate": "is", "source": "metagpt/utils/project_repo.py:ProjectRepo:srcs", "target": "class_method"}, {"predicate": "is", "source": "metagpt/utils/project_repo.py:ProjectRepo:test_outputs", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/utils/project_repo.py:ProjectRepo:test_outputs", "target": "{\"name\":\"test_outputs\",\"type_\":\"\",\"default_\":\"\",\"description\":\"test_outputs\",\"compositions\":[]}"}, {"predicate": "is", "source": "metagpt/utils/project_repo.py:ProjectRepo:tests", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/utils/project_repo.py:ProjectRepo:tests", "target": "{\"name\":\"tests\",\"type_\":\"\",\"default_\":\"\",\"description\":\"tests\",\"compositions\":[]}"}, {"predicate": "is", "source": "metagpt/utils/project_repo.py:ProjectRepo:workdir", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/utils/project_repo.py:ProjectRepo:workdir", "target": "{\"name\":\"workdir\",\"type_\":\"\",\"default_\":\"\",\"description\":\"workdir\",\"compositions\":[]}"}, {"predicate": "is", "source": "metagpt/utils/project_repo.py:ProjectRepo:workdir", "target": "class_method"}, {"predicate": "is", "source": "metagpt/utils/project_repo.py:ProjectRepo:code_files_exists", "target": "class_method"}, {"predicate": "has_detail", "source": "metagpt/utils/project_repo.py:ProjectRepo:code_files_exists", "target": "{\"name\":\"code_files_exists\",\"args\":[],\"return_args\":{\"type_\":\"bool\",\"description\":\"bool\",\"compositions\":[]},\"description\":\"code_files_exists(): bool\",\"aggregations\":[]}"}, {"predicate": "is", "source": "metagpt/utils/project_repo.py:ProjectRepo:with_src_path", "target": "class_method"}, {"predicate": "has_detail", "source": "metagpt/utils/project_repo.py:ProjectRepo:with_src_path", "target": "{\"name\":\"with_src_path\",\"args\":[{\"name\":\"path\",\"type_\":\"str\\\\|Path\",\"default_\":\"\",\"description\":\"path: str \\\\| Path\",\"compositions\":[\"Path\",\"str\\\\\"]}],\"return_args\":{\"type_\":\"ProjectRepo\",\"description\":\"ProjectRepo\",\"compositions\":[\"ProjectRepo\"]},\"description\":\"with_src_path(path: str \\\\| Path): ProjectRepo\",\"aggregations\":[\"str\\\\\",\"ProjectRepo\",\"Path\"]}"}, {"predicate": "is", "source": "metagpt/roles/prompt.py", "target": "source_code"}, {"predicate": "is", "source": "metagpt/roles/prompt.py", "target": "python"}, {"predicate": "has_class", "source": "metagpt/roles/prompt.py", "target": "metagpt/roles/prompt.py:PromptString"}, {"predicate": "is", "source": "metagpt/roles/prompt.py:PromptString", "target": "class"}, {"predicate": "has_detail", "source": "metagpt/roles/prompt.py:PromptString", "target": "{\"name\":\"PromptString\",\"package\":\"metagpt/roles/prompt.py:PromptString\",\"attributes\":{\"name\":{\"name\":\"name\",\"type_\":\"\",\"default_\":\"\",\"description\":\"name\",\"compositions\":[]}},\"methods\":{},\"compositions\":[],\"aggregations\":[]}"}, {"predicate": "has_class_property", "source": "metagpt/roles/prompt.py:PromptString", "target": "metagpt/roles/prompt.py:PromptString:name"}, {"predicate": "has_page_info", "source": "metagpt/roles/prompt.py:PromptString", "target": "{\"lineno\":27,\"end_lineno\":46,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"PromptString\"],\"properties\":{}}"}, {"predicate": "has_class_view", "source": "metagpt/roles/prompt.py:PromptString", "target": "{\"name\":\"PromptString\",\"visibility\":\"+\",\"attributes\":[{\"name\":\"name\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"}],\"methods\":[]}"}, {"predicate": "is", "source": "metagpt/roles/prompt.py:PromptString:name", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/roles/prompt.py:PromptString:name", "target": "{\"name\":\"name\",\"type_\":\"\",\"default_\":\"\",\"description\":\"name\",\"compositions\":[]}"}, {"predicate": "is", "source": "metagpt/roles/qa_engineer.py", "target": "source_code"}, {"predicate": "is", "source": "metagpt/roles/qa_engineer.py", "target": "python"}, {"predicate": "has_class", "source": "metagpt/roles/qa_engineer.py", "target": "metagpt/roles/qa_engineer.py:QaEngineer"}, {"predicate": "is", "source": "metagpt/roles/qa_engineer.py:QaEngineer", "target": "class"}, {"predicate": "has_detail", "source": "metagpt/roles/qa_engineer.py:QaEngineer", "target": "{\"name\":\"QaEngineer\",\"package\":\"metagpt/roles/qa_engineer.py:QaEngineer\",\"attributes\":{\"constraints\":{\"name\":\"constraints\",\"type_\":\"str\",\"default_\":\"\",\"description\":\"constraints : str\",\"compositions\":[]},\"goal\":{\"name\":\"goal\",\"type_\":\"str\",\"default_\":\"\",\"description\":\"goal : str\",\"compositions\":[]},\"name\":{\"name\":\"name\",\"type_\":\"str\",\"default_\":\"\",\"description\":\"name : str\",\"compositions\":[]},\"profile\":{\"name\":\"profile\",\"type_\":\"str\",\"default_\":\"\",\"description\":\"profile : str\",\"compositions\":[]},\"test_round\":{\"name\":\"test_round\",\"type_\":\"int\",\"default_\":\"\",\"description\":\"test_round : int\",\"compositions\":[]},\"test_round_allowed\":{\"name\":\"test_round_allowed\",\"type_\":\"int\",\"default_\":\"\",\"description\":\"test_round_allowed : int\",\"compositions\":[]}},\"methods\":{},\"compositions\":[],\"aggregations\":[]}"}, {"predicate": "has_class_property", "source": "metagpt/roles/qa_engineer.py:QaEngineer", "target": "metagpt/roles/qa_engineer.py:QaEngineer:constraints"}, {"predicate": "has_class_property", "source": "metagpt/roles/qa_engineer.py:QaEngineer", "target": "metagpt/roles/qa_engineer.py:QaEngineer:goal"}, {"predicate": "has_class_property", "source": 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{"predicate": "has_class_method", "source": "metagpt/roles/qa_engineer.py:QaEngineer", "target": "metagpt/roles/qa_engineer.py:QaEngineer:_run_code"}, {"predicate": "has_class_method", "source": "metagpt/roles/qa_engineer.py:QaEngineer", "target": "metagpt/roles/qa_engineer.py:QaEngineer:_debug_error"}, {"predicate": "has_class_method", "source": "metagpt/roles/qa_engineer.py:QaEngineer", "target": "metagpt/roles/qa_engineer.py:QaEngineer:_act"}, {"predicate": "has_class_method", "source": "metagpt/roles/qa_engineer.py:QaEngineer", "target": "metagpt/roles/qa_engineer.py:QaEngineer:_observe"}, {"predicate": "has_page_info", "source": "metagpt/roles/qa_engineer.py:QaEngineer", "target": "{\"lineno\":27,\"end_lineno\":181,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"QaEngineer\"],\"properties\":{}}"}, {"predicate": "has_class_view", "source": "metagpt/roles/qa_engineer.py:QaEngineer", "target": "{\"name\":\"QaEngineer\",\"visibility\":\"+\",\"attributes\":[{\"name\":\"constraints\",\"visibility\":\"+\",\"value_type\":\"str\",\"default_value\":\"\"},{\"name\":\"goal\",\"visibility\":\"+\",\"value_type\":\"str\",\"default_value\":\"\"},{\"name\":\"name\",\"visibility\":\"+\",\"value_type\":\"str\",\"default_value\":\"\"},{\"name\":\"profile\",\"visibility\":\"+\",\"value_type\":\"str\",\"default_value\":\"\"},{\"name\":\"test_round\",\"visibility\":\"+\",\"value_type\":\"int\",\"default_value\":\"\"},{\"name\":\"test_round_allowed\",\"visibility\":\"+\",\"value_type\":\"int\",\"default_value\":\"\"}],\"methods\":[]}"}, {"predicate": "is", "source": "metagpt/roles/qa_engineer.py:QaEngineer:constraints", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/roles/qa_engineer.py:QaEngineer:constraints", "target": "{\"name\":\"constraints\",\"type_\":\"str\",\"default_\":\"\",\"description\":\"constraints : str\",\"compositions\":[]}"}, {"predicate": "is", 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It also includes properties for managing the role's state and environment.\",\"use_cases\":[{\"description\":\"Set action to do and update context\",\"inputs\":[\"value\"],\"outputs\":[],\"actors\":[\"Role\"],\"steps\":[\"Check if the value is not None\",\"If the value is not None, set the value as the action to do and update the context\"],\"reason\":\"This use case is executed when the system needs to set an action for the role to perform and update the context.\"},{\"description\":\"Add actions to the role\",\"inputs\":[\"actions\"],\"outputs\":[],\"actors\":[\"Role\"],\"steps\":[\"Reset the role's states and actions\",\"Iterate through the list of actions\",\"Initialize each action if it is not already initialized\",\"Set the long-term memory (llm) and prefix for each action\",\"Add the action to the role's list of actions\",\"Update the role's states with the action descriptions\"],\"reason\":\"This use case is executed when the system needs to add multiple actions to the role and update its states and long-term memory.\"},{\"description\":\"Set the strategy of the role reacting to observed messages\",\"inputs\":[\"react_mode\",\"max_react_loop\"],\"outputs\":[],\"actors\":[\"Role\"],\"steps\":[\"Check if the react_mode is valid\",\"Set the role's react mode and maximum react loop based on the inputs\"],\"reason\":\"This use case is executed when the system needs to set the strategy for the role's reaction to observed messages.\"},{\"description\":\"Watch actions of interest\",\"inputs\":[\"actions\"],\"outputs\":[],\"actors\":[\"Role\"],\"steps\":[\"Set the role to watch messages caused by the specified actions\"],\"reason\":\"This use case is executed when the system needs the role to watch specific actions of interest.\"},{\"description\":\"Observe, think, and act based on the results of the observation\",\"inputs\":[\"with_message\"],\"outputs\":[\"rsp\"],\"actors\":[\"Role\"],\"steps\":[\"If a message is provided, place the message into the role's private message buffer\",\"If there is no new information, suspend and wait\",\"Observe new messages and filter out messages of interest\",\"React to the observed messages and get the response message\",\"Reset the next action to be taken\",\"Publish the response message to the environment\"],\"reason\":\"This use case is executed when the role needs to observe, think, and act based on the results of the observation.\"}],\"relationship\":[\"The 'Set action to do and update context' use case is related to the 'Add actions to the role' use case as it involves updating the role's context and actions.\",\"The 'Set the strategy of the role reacting to observed messages' use case is related to the 'Observe, think, and act based on the results of the observation' use case as it determines the strategy for the role's reaction to observed messages.\",\"The 'Watch actions of interest' use case is related to the 'Observe, think, and act based on the results of the observation' use case as it involves watching specific actions of interest during the observation process.\"]}"}, {"predicate": "has_sequence_view", "source": "metagpt/roles/role.py:Role", "target": "\nsequenceDiagram\n    participant Role\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n"}, {"predicate": "is", "source": "metagpt/roles/role.py:Role:action_description", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/roles/role.py:Role:action_description", "target": "{\"name\":\"action_description\",\"type_\":\"\",\"default_\":\"\",\"description\":\"action_description\",\"compositions\":[]}"}, {"predicate": "is", "source": "metagpt/roles/role.py:Role:action_description", "target": "class_method"}, {"predicate": "is", "source": "metagpt/roles/role.py:Role:actions", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/roles/role.py:Role:actions", "target": "{\"name\":\"actions\",\"type_\":\"list[SerializeAsAny[Action]]\",\"default_\":\"\",\"description\":\"actions : 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"metagpt/team.py:Team:investment"}, {"predicate": "has_class_property", "source": "metagpt/team.py:Team", "target": "metagpt/team.py:Team:model_config"}, {"predicate": "has_class_method", "source": "metagpt/team.py:Team", "target": "metagpt/team.py:Team:deserialize"}, {"predicate": "has_class_method", "source": "metagpt/team.py:Team", "target": "metagpt/team.py:Team:hire"}, {"predicate": "has_class_method", "source": "metagpt/team.py:Team", "target": "metagpt/team.py:Team:invest"}, {"predicate": "has_class_method", "source": "metagpt/team.py:Team", "target": "metagpt/team.py:Team:run"}, {"predicate": "has_class_method", "source": "metagpt/team.py:Team", "target": "metagpt/team.py:Team:run_project"}, {"predicate": "has_class_method", "source": "metagpt/team.py:Team", "target": "metagpt/team.py:Team:serialize"}, {"predicate": "has_class_method", "source": "metagpt/team.py:Team", "target": "metagpt/team.py:Team:start_project"}, {"predicate": "isAggregateOf", "source": 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"metagpt/team.py:Team", "target": "{\"name\":\"Team\",\"visibility\":\"+\",\"attributes\":[{\"name\":\"cost_manager\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"},{\"name\":\"env\",\"visibility\":\"+\",\"value_type\":\"Optional[Environment]\",\"default_value\":\"\"},{\"name\":\"idea\",\"visibility\":\"+\",\"value_type\":\"str\",\"default_value\":\"\"},{\"name\":\"investment\",\"visibility\":\"+\",\"value_type\":\"float\",\"default_value\":\"\"},{\"name\":\"model_config\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"}],\"methods\":[]}"}, {"predicate": "isCompositeOf", "source": "metagpt/team.py:Team", "target": "?:Environment"}, {"predicate": "has_class_use_case", "source": "metagpt/team.py:Team", "target": "{\"description\":\"The source code defines a Team class that represents a team of agents working on a project. The team can hire roles, invest in the project, run and start a project, and run the company for a specified number of rounds.\",\"use_cases\":[{\"description\":\"Hire roles to cooperate\",\"inputs\":[\"roles\"],\"outputs\":[],\"actors\":[\"Team\"],\"steps\":[\"The team hires roles to cooperate on the project.\"],\"reason\":\"When the team needs to add new roles to the project.\"},{\"description\":\"Invest company\",\"inputs\":[\"investment\"],\"outputs\":[],\"actors\":[\"Team\"],\"steps\":[\"The team invests in the company.\",\"If the investment exceeds the maximum budget, a NoMoneyException is raised.\"],\"reason\":\"When the team needs to invest in the company.\"},{\"description\":\"Run a project from publishing user requirement\",\"inputs\":[\"idea\",\"send_to\"],\"outputs\":[],\"actors\":[\"Team\"],\"steps\":[\"The team runs a project based on the user's requirement.\",\"The idea is published to the team's environment for further processing.\"],\"reason\":\"When the team needs to start a new project based on user requirements.\"},{\"description\":\"Run company until target round or no money\",\"inputs\":[\"n_round\",\"idea\",\"send_to\",\"auto_archive\"],\"outputs\":[\"history\"],\"actors\":[\"Team\"],\"steps\":[\"The team runs the company for a specified number of rounds.\",\"If an idea is provided, it is used to run a project.\",\"The company is run until the target round is reached or there is no money left.\",\"The environment is archived if auto_archive is set to true.\"],\"reason\":\"When the team needs to run the company for a specified number of rounds.\"}],\"relationship\":[\"The 'Hire roles to cooperate' use case is related to the 'Invest company' use case as hiring roles may require investment.\",\"The 'Run a project from publishing user requirement' use case is related to the 'Run company until target round or no money' use case as running a project is part of running the company.\"]}"}, {"predicate": "has_sequence_view", "source": "metagpt/team.py:Team", "target": "\nsequenceDiagram\n    participant Team\n    participant Role\n    participant Environment\n    participant Context\n    participant Path\n\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n\n    Note right of Team: The 'Hire roles to cooperate' use case is related to the 'Invest company' use case as hiring roles may require investment.\n    Note right of Team: The 'Run a project from publishing user requirement' use case is related to the 'Run company until target round or no money' use case as running a project is part of running the company.\n"}, {"predicate": "is", "source": "metagpt/team.py:Team:cost_manager", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/team.py:Team:cost_manager", "target": "{\"name\":\"cost_manager\",\"type_\":\"\",\"default_\":\"\",\"description\":\"cost_manager\",\"compositions\":[]}"}, {"predicate": "is", "source": "metagpt/team.py:Team:cost_manager", "target": "class_method"}, {"predicate": "is", "source": "metagpt/team.py:Team:env", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/team.py:Team:env", "target": "{\"name\":\"env\",\"type_\":\"Optional[Environment]\",\"default_\":\"\",\"description\":\"env : Optional[Environment]\",\"compositions\":[\"Environment\"]}"}, {"predicate": "is", "source": "metagpt/team.py:Team:idea", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/team.py:Team:idea", "target": "{\"name\":\"idea\",\"type_\":\"str\",\"default_\":\"\",\"description\":\"idea : str\",\"compositions\":[]}"}, {"predicate": "is", "source": "metagpt/team.py:Team:investment", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/team.py:Team:investment", "target": "{\"name\":\"investment\",\"type_\":\"float\",\"default_\":\"\",\"description\":\"investment : float\",\"compositions\":[]}"}, {"predicate": "is", "source": "metagpt/team.py:Team:model_config", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/team.py:Team:model_config", "target": "{\"name\":\"model_config\",\"type_\":\"\",\"default_\":\"\",\"description\":\"model_config\",\"compositions\":[]}"}, {"predicate": "is", "source": "metagpt/team.py:Team:deserialize", "target": "class_method"}, {"predicate": "has_detail", "source": "metagpt/team.py:Team:deserialize", "target": "{\"name\":\"deserialize\",\"args\":[{\"name\":\"stg_path\",\"type_\":\"Path\",\"default_\":\"\",\"description\":\"stg_path: Path\",\"compositions\":[\"Path\"]},{\"name\":\"context\",\"type_\":\"Context\",\"default_\":\"\",\"description\":\"context: Context\",\"compositions\":[\"Context\"]}],\"return_args\":{\"type_\":\"'Team'\",\"description\":\"'Team'\",\"compositions\":[\"Team\"]},\"description\":\"deserialize(stg_path: Path, context: Context): 'Team'\",\"aggregations\":[\"Team\",\"Context\",\"Path\"]}"}, {"predicate": "is", "source": "metagpt/team.py:Team:hire", "target": "class_method"}, {"predicate": "has_detail", "source": "metagpt/team.py:Team:hire", "target": "{\"name\":\"hire\",\"args\":[{\"name\":\"roles\",\"type_\":\"list[Role]\",\"default_\":\"\",\"description\":\"roles: list[Role]\",\"compositions\":[\"Role\"]}],\"return_args\":{\"type_\":\"\",\"description\":\"\",\"compositions\":[]},\"description\":\"hire(roles: list[Role])\",\"aggregations\":[\"Role\"]}"}, {"predicate": "is", "source": "metagpt/team.py:Team:invest", "target": "class_method"}, {"predicate": "has_detail", "source": "metagpt/team.py:Team:invest", "target": "{\"name\":\"invest\",\"args\":[{\"name\":\"investment\",\"type_\":\"float\",\"default_\":\"\",\"description\":\"investment: float\",\"compositions\":[]}],\"return_args\":{\"type_\":\"\",\"description\":\"\",\"compositions\":[]},\"description\":\"invest(investment: float)\",\"aggregations\":[]}"}, {"predicate": "is", "source": "metagpt/team.py:Team:run", "target": "class_method"}, {"predicate": "has_detail", "source": "metagpt/team.py:Team:run", "target": 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"has_detail", "source": "metagpt/team.py:Team:start_project", "target": "{\"name\":\"start_project\",\"args\":[{\"name\":\"idea\",\"type_\":\"\",\"default_\":\"\",\"description\":\"idea\",\"compositions\":[]},{\"name\":\"send_to\",\"type_\":\"str\",\"default_\":\"\",\"description\":\"send_to: str\",\"compositions\":[]}],\"return_args\":{\"type_\":\"\",\"description\":\"\",\"compositions\":[]},\"description\":\"start_project(idea, send_to: str)\",\"aggregations\":[]}"}, {"predicate": "is", "source": "metagpt/schema.py:TestingContext", "target": "class"}, {"predicate": "has_detail", "source": "metagpt/schema.py:TestingContext", "target": "{\"name\":\"TestingContext\",\"package\":\"metagpt/schema.py:TestingContext\",\"attributes\":{\"code_doc\":{\"name\":\"code_doc\",\"type_\":\"\",\"default_\":\"\",\"description\":\"code_doc\",\"compositions\":[]},\"filename\":{\"name\":\"filename\",\"type_\":\"str\",\"default_\":\"\",\"description\":\"filename : 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"{\"lineno\":425,\"end_lineno\":428,\"type_name\":\"ast.ClassDef\",\"tokens\":[\"TestingContext\"],\"properties\":{}}"}, {"predicate": "has_class_view", "source": "metagpt/schema.py:TestingContext", "target": "{\"name\":\"TestingContext\",\"visibility\":\"+\",\"attributes\":[{\"name\":\"code_doc\",\"visibility\":\"+\",\"value_type\":\"\",\"default_value\":\"\"},{\"name\":\"filename\",\"visibility\":\"+\",\"value_type\":\"str\",\"default_value\":\"\"},{\"name\":\"test_doc\",\"visibility\":\"+\",\"value_type\":\"Optional[Document]\",\"default_value\":\"\"}],\"methods\":[]}"}, {"predicate": "has_class_use_case", "source": "metagpt/schema.py:TestingContext", "target": "{\"description\":\"This source code defines a TestingContext class that contains a filename, code document, and an optional test document. The TestingContext is a subclass of BaseContext.\",\"use_cases\":[{\"description\":\"Create a new testing context\",\"inputs\":[\"filename\",\"code_doc\"],\"outputs\":[\"testing_context\"],\"actors\":[\"Tester\"],\"steps\":[\"The Tester provides a filename and a code document to the system\",\"The system creates a new TestingContext object with the provided filename and code document\",\"The system returns the created TestingContext object\"],\"reason\":\"When a Tester needs to create a new testing context for a specific code document\"}],\"relationship\":[]}"}, {"predicate": "has_sequence_view", "source": "metagpt/schema.py:TestingContext", "target": "\nsequenceDiagram\n    participant Tester\n    participant System\n    Tester ->> System: provide filename, code_doc\n    System ->> System: create new TestingContext object with filename and code_doc\n    System -->> Tester: return testing_context\n"}, {"predicate": "is", "source": "metagpt/schema.py:TestingContext:code_doc", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/schema.py:TestingContext:code_doc", "target": "{\"name\":\"code_doc\",\"type_\":\"\",\"default_\":\"\",\"description\":\"code_doc\",\"compositions\":[]}"}, {"predicate": "is", "source": "metagpt/schema.py:TestingContext:filename", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/schema.py:TestingContext:filename", "target": "{\"name\":\"filename\",\"type_\":\"str\",\"default_\":\"\",\"description\":\"filename : str\",\"compositions\":[]}"}, {"predicate": "is", "source": "metagpt/schema.py:TestingContext:test_doc", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/schema.py:TestingContext:test_doc", "target": "{\"name\":\"test_doc\",\"type_\":\"Optional[Document]\",\"default_\":\"\",\"description\":\"test_doc : Optional[Document]\",\"compositions\":[\"Document\"]}"}, {"predicate": "is", "source": "metagpt/strategy/base.py:ThoughtNode", "target": "class"}, {"predicate": 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{"predicate": "is", "source": "metagpt/strategy/base.py:ThoughtNode:id", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/strategy/base.py:ThoughtNode:id", "target": "{\"name\":\"id\",\"type_\":\"int\",\"default_\":\"\",\"description\":\"id : int\",\"compositions\":[]}"}, {"predicate": "is", "source": "metagpt/strategy/base.py:ThoughtNode:name", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/strategy/base.py:ThoughtNode:name", "target": "{\"name\":\"name\",\"type_\":\"str\",\"default_\":\"\",\"description\":\"name : str\",\"compositions\":[]}"}, {"predicate": "is", "source": "metagpt/strategy/base.py:ThoughtNode:valid_status", "target": "class_property"}, {"predicate": "has_detail", "source": "metagpt/strategy/base.py:ThoughtNode:valid_status", "target": "{\"name\":\"valid_status\",\"type_\":\"bool\",\"default_\":\"\",\"description\":\"valid_status : bool\",\"compositions\":[]}"}, {"predicate": "is", "source": 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"{\"lineno\":10,\"end_lineno\":10,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.const\",\"names\":[\"CONFIG_ROOT\",\"METAGPT_ROOT\"]}}"}, {"predicate": "has_page_info", "source": "metagpt/startup.py:module:metagpt.context", "target": "{\"lineno\":11,\"end_lineno\":11,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.context\",\"names\":[\"Context\"]}}"}, {"predicate": "has_page_info", "source": "metagpt/startup.py:names:['Context']", "target": "{\"lineno\":11,\"end_lineno\":11,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"metagpt.context\",\"names\":[\"Context\"]}}"}, {"predicate": "has_page_info", "source": "metagpt/startup.py:__name__:__main__", "target": "{\"lineno\":139,\"end_lineno\":140,\"type_name\":\"ast.If\",\"tokens\":[\"__name__\",\"__main__\"],\"properties\":{}}"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131222415604:{\nsequenceDiagram\n    participant User\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n```\n}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "?:User"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "?:Typer"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131222533217:{\nsequenceDiagram\n    participant ProjectRepo\n    participant GitRepository\n    participant Path\n    participant BaseLLM\n    participant LLMConfig\n    participant User\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/context.py:Context"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131222606110:{\nsequenceDiagram\n    participant ProjectRepo\n    participant str\n    participant Path\n    participant GitRepository\n    participant BaseLLM\n    participant LLMConfig\n    participant User\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/utils/project_repo.py:ProjectRepo"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "?:str"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "?:Path"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131222711914:{\nsequenceDiagram\n    participant FileRepository\n    participant DependencyFile\n    participant Path\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant GitRepository\n    participant BaseLLM\n    participant LLMConfig\n    participant User\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    FileRepository->>FileRepository: filter_gitignore(filenames, root_relative_path)\n\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/utils/git_repository.py:GitRepository"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131222829147:{\nsequenceDiagram\n    participant Document\n    participant Path\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant DependencyFile\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant BaseLLM\n    participant LLMConfig\n    participant User\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n\n    Document ->> FileRepository: get_all(filter_ignored)\n    FileRepository ->> FileRepository: retrieve content of all files\n    FileRepository ->> Document: return list of document instances\n\n    Document ->> FileRepository: get_change_dir_files(dir)\n    FileRepository ->> FileRepository: identify changed files within directory\n    FileRepository ->> Document: return list of changed files\n\n    Document ->> FileRepository: save_doc(doc, dependencies)\n    FileRepository ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Document: return saved document\n\n    Document ->> FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository ->> Path: convert content of document to Markdown\n    FileRepository ->> FileRepository: save content to file with optional suffix\n    FileRepository ->> Document: return saved document\n\n    Document ->> FileRepository: delete(filename)\n    FileRepository ->> Path: delete file from repository\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(filename, dependencies)\n\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    FileRepository->>FileRepository: filter_gitignore(filenames, root_relative_path)\n\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/utils/file_repository.py:FileRepository"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/document.py:Document"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/schema.py:Document"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "?:List"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "?:aiofiles"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "?:os"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "?:datetime"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "?:json"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131222928045:{\nsequenceDiagram\n    participant User\n    participant DependencyFile\n    participant Document\n    participant Path\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant BaseLLM\n    participant LLMConfig\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n\n    Document ->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/utils/dependency_file.py:DependencyFile"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131223021143:{\nsequenceDiagram\n    participant Message\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant User\n    participant DependencyFile\n    participant Document\n    participant Path\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    BaseLLM -->> Message: rsp\n\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n\n    Document ->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n\n}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/provider/base_llm.py:BaseLLM"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131223126916:{\nsequenceDiagram\n    participant User\n    participant Message\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant Path\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    BaseLLM -->> Message: rsp\n\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n\n    Document ->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/schema.py:Message"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "?:AsyncOpenAI"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131223231878:{\nsequenceDiagram\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant Message\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant Path\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant Context\n    participant Team\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    BaseLLM -->> Message: rsp\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document ->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/configs/llm_config.py:LLMConfig"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "?:SystemAdministrator"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "?:LLMSystem"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131223353735:{\nsequenceDiagram\n    participant Team\n    participant Role\n    participant Environment\n    participant Context\n    participant Path\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant Message\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant NoMoneyException\n    participant Logger\n\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document ->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/team.py:Team"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131223527497:{\nsequenceDiagram\n    participant Role\n    participant Team\n    participant Environment\n    participant Context\n    participant Path\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant Message\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant NoMoneyException\n    participant Logger\n\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document ->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/roles/role.py:Role"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131223701562:{\nsequenceDiagram\n    participant Environment\n    participant Role\n    participant Message\n    participant Iterable\n    participant SerializeAsAny\n    participant Team\n    participant Context\n    participant Path\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant ProductManager\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant NoMoneyException\n    participant Logger\n\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document ->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/environment.py:Environment"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "?:Iterable"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "?:SerializeAsAny"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131223806039:{\nsequenceDiagram\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Message\n    participant Iterable\n    participant SerializeAsAny\n    participant Team\n    participant Context\n    participant Path\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant Architect\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant NoMoneyException\n    participant Logger\n\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document ->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/roles/product_manager.py:ProductManager"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131223921365:{\nsequenceDiagram\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Message\n    participant Iterable\n    participant SerializeAsAny\n    participant Team\n    participant Context\n    participant Path\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant ProjectManager\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant NoMoneyException\n    participant Logger\n\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/roles/architect.py:Architect"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "?:SourceCode"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131224018623:{\nsequenceDiagram\n    participant ProjectManager\n    participant WriteTasks\n    participant WriteDesign\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Message\n    participant Iterable\n    participant SerializeAsAny\n    participant Team\n    participant Context\n    participant Path\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant NoMoneyException\n    participant Logger\n\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    WriteDesign-->>ProjectManager: task_list\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/roles/project_manager.py:ProjectManager"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131224133693:{\nsequenceDiagram\n    participant WriteTasks\n    participant ProjectManager\n    participant WriteDesign\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Message\n    participant Iterable\n    participant SerializeAsAny\n    participant Team\n    participant Context\n    participant Path\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant NoMoneyException\n    participant Logger\n\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/actions/project_management.py:WriteTasks"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131224454452:{\nsequenceDiagram\n    participant Action\n    participant Message\n    participant WriteTasks\n    participant ProjectManager\n    participant WriteDesign\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Iterable\n    participant SerializeAsAny\n    participant Team\n    participant Context\n    participant Path\n    participant SystemAdministrator\n    participant LLMSystem\n    participant User\n    participant AsyncOpenAI\n    participant BaseLLM\n    participant DependencyFile\n    participant Document\n    participant List\n    participant GitRepository\n    participant aiofiles\n    participant os\n    participant datetime\n    participant json\n    participant FileRepository\n    participant Path\\\\\n    participant ProjectRepo\n    participant str\n    participant LLMConfig\n    participant Typer\n    participant Engineer\n    participant QaEngineer\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant NoMoneyException\n    participant Logger\n\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/actions/design_api.py:WriteDesign"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131224643506:{\nsequenceDiagram\n    participant RunCodeContext\n    participant CodeSummarizeContext\n    participant TestingContext\n    participant CodingContext\n    participant CodePlanAndChangeContext\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/actions/action.py:Action"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131224806732:{\nsequenceDiagram\n    participant User\n    participant System\n    participant RunCodeContext\n    participant CodeSummarizeContext\n    participant TestingContext\n    participant CodingContext\n    participant CodePlanAndChangeContext\n    participant Action\n    participant WriteTasks\n    participant ProjectManager\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Team\n    participant Path\n    participant NoMoneyException\n    participant Logger\n    participant SystemAdministrator\n    participant LLMSystem\n    participant Message\n    participant BaseLLM\n    participant AsyncOpenAI\n    participant DependencyFile\n    participant Document\n    participant FileRepository\n    participant GitRepository\n    participant ProjectRepo\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant Typer\n    participant generate_repo\n    participant config\n    participant Context\n    participant Engineer\n    participant QaEngineer\n\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/schema.py:RunCodeContext"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "?:System"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131224922674:{\nsequenceDiagram\n    participant ExternalSystem\n    participant CodeSummarizeContext\n    participant User\n    participant System\n    participant RunCodeContext\n    participant TestingContext\n    participant CodingContext\n    participant CodePlanAndChangeContext\n    participant Action\n    participant WriteTasks\n    participant ProjectManager\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Team\n    participant Path\n    participant NoMoneyException\n    participant Logger\n    participant SystemAdministrator\n    participant LLMSystem\n    participant Message\n    participant BaseLLM\n    participant AsyncOpenAI\n    participant DependencyFile\n    participant Document\n    participant FileRepository\n    participant GitRepository\n    participant ProjectRepo\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant Typer\n    participant generate_repo\n    participant config\n    participant Context\n    participant Engineer\n    participant QaEngineer\n\n    ExternalSystem->>CodeSummarizeContext: loads(filenames: List[str])\n    activate CodeSummarizeContext\n    CodeSummarizeContext-->>CodeSummarizeContext: Create an empty instance\n    loop through filenames\n        CodeSummarizeContext->>CodeSummarizeContext: Check if filename is relative to SYSTEM_DESIGN_FILE_REPO\n        alt filename is relative to SYSTEM_DESIGN_FILE_REPO\n            CodeSummarizeContext-->>CodeSummarizeContext: Set design_filename attribute\n        else filename is relative to TASK_FILE_REPO\n            CodeSummarizeContext-->>CodeSummarizeContext: Set task_filename attribute\n        end\n    end\n    CodeSummarizeContext-->>ExternalSystem: ctx: CodeSummarizeContext\n    deactivate CodeSummarizeContext\n\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository ->> FileRepository: get_dependency(filename)\n    FileRepository ->> FileRepository: identify changed dependent files\n    FileRepository ->> Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/schema.py:CodeSummarizeContext"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "?:ExternalSystem"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131225037718:{\nsequenceDiagram\n    participant Tester\n    participant System\n    participant ExternalSystem\n    participant CodeSummarizeContext\n    participant User\n    participant RunCodeContext\n    participant TestingContext\n    participant CodingContext\n    participant CodePlanAndChangeContext\n    participant Action\n    participant WriteTasks\n    participant ProjectManager\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Team\n    participant Path\n    participant NoMoneyException\n    participant Logger\n    participant SystemAdministrator\n    participant LLMSystem\n    participant Message\n    participant BaseLLM\n    participant AsyncOpenAI\n    participant DependencyFile\n    participant Document\n    participant FileRepository\n    participant GitRepository\n    participant ProjectRepo\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant Typer\n    participant generate_repo\n    participant config\n    participant Context\n    participant Engineer\n    participant QaEngineer\n\n    Tester ->> System: provide filename, code_doc\n    System ->> System: create new TestingContext object with filename and code_doc\n    System -->> Tester: return testing_context\n\n    ExternalSystem->>CodeSummarizeContext: loads(filenames: List[str])\n    activate CodeSummarizeContext\n    CodeSummarizeContext-->>CodeSummarizeContext: Create an empty instance\n    loop through filenames\n        CodeSummarizeContext->>CodeSummarizeContext: Check if filename is relative to SYSTEM_DESIGN_FILE_REPO\n        alt filename is relative to SYSTEM_DESIGN_FILE_REPO\n            CodeSummarizeContext-->>CodeSummarizeContext: Set design_filename attribute\n        else filename is relative to TASK_FILE_REPO\n            CodeSummarizeContext-->>CodeSummarizeContext: Set task_filename attribute\n        end\n    end\n    CodeSummarizeContext-->>ExternalSystem: ctx: CodeSummarizeContext\n    deactivate CodeSummarizeContext\n\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository->>FileRepository: get_dependency(filename)\n    FileRepository->>FileRepository: identify changed dependent files\n    FileRepository->>Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/schema.py:TestingContext"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "?:Tester"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131225231661:{\nsequenceDiagram\n    participant User\n    participant System\n    participant CodingContext\n    participant Document\n    participant Tester\n    participant ExternalSystem\n    participant CodeSummarizeContext\n    participant RunCodeContext\n    participant TestingContext\n    participant Action\n    participant WriteTasks\n    participant ProjectManager\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Team\n    participant Path\n    participant NoMoneyException\n    participant Logger\n    participant SystemAdministrator\n    participant LLMSystem\n    participant Message\n    participant BaseLLM\n    participant AsyncOpenAI\n    participant DependencyFile\n    participant FileRepository\n    participant GitRepository\n    participant ProjectRepo\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant Typer\n    participant generate_repo\n    participant config\n    participant Context\n    participant Engineer\n    participant QaEngineer\n\n    User ->> System: provides a filename as input\n    System ->> CodingContext: creates a new CodingContext object with the provided filename\n    System -->> User: returns the created CodingContext object\n\n    User ->> System: provides the coding context and the updated design document as input\n    System ->> CodingContext: updates the design document in the provided coding context\n    System -->> User: returns the updated coding context\n\n    User ->> System: provides the coding context and the updated task document as input\n    System ->> CodingContext: updates the task document in the provided coding context\n    System -->> User: returns the updated coding context\n\n    User ->> System: provides the coding context and the updated code document as input\n    System ->> CodingContext: updates the code document in the provided coding context\n    System -->> User: returns the updated coding context\n\n    Tester ->> System: provide filename, code_doc\n    System ->> System: create new TestingContext object with filename and code_doc\n    System -->> Tester: return testing_context\n\n    ExternalSystem->>CodeSummarizeContext: loads(filenames: List[str])\n    activate CodeSummarizeContext\n    CodeSummarizeContext-->>ExternalSystem: ctx: CodeSummarizeContext\n    deactivate CodeSummarizeContext\n\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository->>FileRepository: get_dependency(filename)\n    FileRepository->>FileRepository: identify changed dependent files\n    FileRepository->>Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/schema.py:CodingContext"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131225403302:{\nsequenceDiagram\n    participant User\n    participant System\n    participant CodingContext\n    participant Document\n    participant Tester\n    participant ExternalSystem\n    participant CodeSummarizeContext\n    participant RunCodeContext\n    participant TestingContext\n    participant Action\n    participant WriteTasks\n    participant ProjectManager\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Team\n    participant Path\n    participant NoMoneyException\n    participant Logger\n    participant SystemAdministrator\n    participant LLMSystem\n    participant Message\n    participant BaseLLM\n    participant AsyncOpenAI\n    participant DependencyFile\n    participant FileRepository\n    participant GitRepository\n    participant ProjectRepo\n    participant DocFileRepositories\n    participant ResourceFileRepositories\n    participant Typer\n    participant generate_repo\n    participant config\n    participant Context\n    participant Engineer\n    participant QaEngineer\n\n    User->>SourceCode: Define custom exception class NoMoneyException\n    SourceCode->>SourceCode: Define __init__ method\\nand __str__ method\\nfor NoMoneyException\n\n    User ->> System: provides a filename as input\n    System ->> CodingContext: creates a new CodingContext object with the provided filename\n    System -->> User: returns the created CodingContext object\n\n    User ->> System: provides the coding context and the updated design document as input\n    System ->> CodingContext: updates the design document in the provided coding context\n    System -->> User: returns the updated coding context\n\n    User ->> System: provides the coding context and the updated task document as input\n    System ->> CodingContext: updates the task document in the provided coding context\n    System -->> User: returns the updated coding context\n\n    User ->> System: provides the coding context and the updated code document as input\n    System ->> CodingContext: updates the code document in the provided coding context\n    System -->> User: returns the updated coding context\n\n    Tester ->> System: provide filename, code_doc\n    System ->> System: create new TestingContext object with filename and code_doc\n    System -->> Tester: return testing_context\n\n    ExternalSystem->>CodeSummarizeContext: loads(filenames: List[str])\n    activate CodeSummarizeContext\n    CodeSummarizeContext-->>ExternalSystem: ctx: CodeSummarizeContext\n    deactivate CodeSummarizeContext\n\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository->>FileRepository: get_dependency(filename)\n    FileRepository->>FileRepository: identify changed dependent files\n    FileRepository->>Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team: create company\n    Team -> ProductManager: hire\n    Team -> Architect: hire\n    Team -> ProjectManager: hire\n    Team -> Engineer: hire\n    Team -> QaEngineer: hire\n    Team -> Team: invest\n    Team -> Team: run_project\n    Team -> Team: run\n}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/utils/common.py:NoMoneyException"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "?:Logger"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131225530578:{\nsequenceDiagram\n    participant ProjectManager\n    participant Developer\n    participant DocFileRepositories\n    participant User\n    participant System\n    participant CodingContext\n    participant Document\n    participant Tester\n    participant ExternalSystem\n    participant CodeSummarizeContext\n    participant RunCodeContext\n    participant TestingContext\n    participant Action\n    participant WriteTasks\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Team\n    participant Path\n    participant NoMoneyException\n    participant Logger\n    participant SystemAdministrator\n    participant LLMSystem\n    participant Message\n    participant BaseLLM\n    participant AsyncOpenAI\n    participant DependencyFile\n    participant FileRepository\n    participant GitRepository\n    participant ProjectRepo\n    participant ResourceFileRepositories\n    participant Typer\n    participant generate_repo\n    participant config\n    participant Context\n    participant Engineer\n    participant QaEngineer\n\n    User->>SourceCode: Define custom exception class NoMoneyException\n    SourceCode->>SourceCode: Define __init__ method\\nand __str__ method\\nfor NoMoneyException\n    ProjectManager ->> DocFileRepositories: Create DocFileRepositories instance\n    Developer ->> DocFileRepositories: Create DocFileRepositories instance\n    DocFileRepositories ->> DocFileRepositories: Initialize with git_repo\n    DocFileRepositories ->> DocFileRepositories: Create file repositories for PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    DocFileRepositories -->> ProjectManager: Return PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    DocFileRepositories -->> Developer: Return PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    User ->> System: provides a filename as input\n    System ->> CodingContext: creates a new CodingContext object with the provided filename\n    System -->> User: returns the created CodingContext object\n    User ->> System: provides the coding context and the updated design document as input\n    System ->> CodingContext: updates the design document in the provided coding context\n    System -->> User: returns the updated coding context\n    User ->> System: provides the coding context and the updated task document as input\n    System ->> CodingContext: updates the task document in the provided coding context\n    System -->> User: returns the updated coding context\n    User ->> System: provides the coding context and the updated code document as input\n    System ->> CodingContext: updates the code document in the provided coding context\n    System -->> User: returns the updated coding context\n    Tester ->> System: provide filename, code_doc\n    System ->> System: create new TestingContext object with filename and code_doc\n    System -->> Tester: return testing_context\n    ExternalSystem->>CodeSummarizeContext: loads(filenames: List[str])\n    activate CodeSummarizeContext\n    CodeSummarizeContext-->>ExternalSystem: ctx: CodeSummarizeContext\n    deactivate CodeSummarizeContext\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository->>FileRepository: get_dependency(filename)\n    FileRepository->>FileRepository: identify changed dependent files\n    FileRepository->>Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file_repository(self._srcs_path)\n    ProjectRepo->>ProjectRepo: code_files_exists()\n    ProjectRepo->>GitRepository: git_workdir = self.git_repo.workdir\n    ProjectRepo->>Path: src_workdir = git_workdir / git_workdir.name\n    ProjectRepo->>Path: return Path(path).relative_to(self.workdir)\n    ProjectRepo->>Path: return Path(path)\n    ProjectRepo->>ProjectRepo: with_src_path(path)\n    ProjectRepo->>ProjectRepo: src_relative_path\n    ProjectRepo->>Path: return self._srcs_path\n    ProjectRepo->>Path: Create a new os.environ object\n    Path->>Path: Copy the current os.environ object\n    Path-->>ProjectRepo: env\n    BaseLLM->>LLMConfig: Obtain a LLM (Language Model) instance with a cost manager\n    LLMConfig-->>BaseLLM: llm\n    User -> Typer: startup command\n    Typer -> generate_repo: call with arguments\n    generate_repo -> config: update_via_cli\n    config -> Context: initialize\n    Context -> Team}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/utils/project_repo.py:DocFileRepositories"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "?:Developer"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131225710350:{\nsequenceDiagram\n    participant System\n    System->>ResourceFileRepositories: git_repo\n    activate ResourceFileRepositories\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=COMPETITIVE_ANALYSIS_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=DATA_API_DESIGN_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=SEQ_FLOW_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=SYSTEM_DESIGN_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=PRD_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=TASK_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=CODE_SUMMARIES_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=SD_OUTPUT_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=CODE_PLAN_AND_CHANGE_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=VISUAL_GRAPH_REPO_FILE_REPO)\n    deactivate ResourceFileRepositories\n\n    participant ProjectManager\n    participant Developer\n    participant DocFileRepositories\n    participant User\n    participant CodingContext\n    participant Document\n    participant Tester\n    participant ExternalSystem\n    participant CodeSummarizeContext\n    participant RunCodeContext\n    participant TestingContext\n    participant Action\n    participant WriteTasks\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Team\n    participant Path\n    participant NoMoneyException\n    participant Logger\n    participant SystemAdministrator\n    participant LLMSystem\n    participant Message\n    participant BaseLLM\n    participant AsyncOpenAI\n    participant DependencyFile\n    participant FileRepository\n    participant GitRepository\n    participant ProjectRepo\n    participant Typer\n    participant generate_repo\n    participant config\n    participant Context\n    participant Engineer\n    participant QaEngineer\n\n    User->>SourceCode: Define custom exception class NoMoneyException\n    SourceCode->>SourceCode: Define __init__ method\\nand __str__ method\\nfor NoMoneyException\n    ProjectManager ->> DocFileRepositories: Create DocFileRepositories instance\n    Developer ->> DocFileRepositories: Create DocFileRepositories instance\n    DocFileRepositories ->> DocFileRepositories: Initialize with git_repo\n    DocFileRepositories ->> DocFileRepositories: Create file repositories for PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    DocFileRepositories -->> ProjectManager: Return PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    DocFileRepositories -->> Developer: Return PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    User ->> System: provides a filename as input\n    System ->> CodingContext: creates a new CodingContext object with the provided filename\n    System -->> User: returns the created CodingContext object\n    User ->> System: provides the coding context and the updated design document as input\n    System ->> CodingContext: updates the design document in the provided coding context\n    System -->> User: returns the updated coding context\n    User ->> System: provides the coding context and the updated task document as input\n    System ->> CodingContext: updates the task document in the provided coding context\n    System -->> User: returns the updated coding context\n    User ->> System: provides the coding context and the updated code document as input\n    System ->> CodingContext: updates the code document in the provided coding context\n    System -->> User: returns the updated coding context\n    Tester ->> System: provide filename, code_doc\n    System ->> System: create new TestingContext object with filename and code_doc\n    System -->> Tester: return testing_context\n    ExternalSystem->>CodeSummarizeContext: loads(filenames: List[str])\n    activate CodeSummarizeContext\n    CodeSummarizeContext-->>ExternalSystem: ctx: CodeSummarizeContext\n    deactivate CodeSummarizeContext\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository->>FileRepository: get_dependency(filename)\n    FileRepository->>FileRepository: identify changed dependent files\n    FileRepository->>Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>ProjectRepo: self._srcs_path = None\n    ProjectRepo->>ProjectRepo: requirement\n    ProjectRepo->>DocFileRepositories: return await self.docs.get(filename=REQUIREMENT_FILENAME)\n    ProjectRepo->>ProjectRepo: git_repo\n    ProjectRepo->>GitRepository: return self._git_repo\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>ProjectRepo: srcs\n    ProjectRepo->>ProjectRepo: raise ValueError(\"Call with_srcs first.\")\n    ProjectRepo->>GitRepository: return self._git_repo.new_file}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/utils/project_repo.py:ResourceFileRepositories"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "?:generate_repo"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "?:config"}, {"predicate": "has_sequence_view", "source": "metagpt/startup.py:__name__:__main__", "target": "\nsequenceDiagram\n    participant Engineer\n    participant System\n    participant ResourceFileRepositories\n    participant ProjectManager\n    participant Developer\n    participant DocFileRepositories\n    participant User\n    participant CodingContext\n    participant Document\n    participant Tester\n    participant ExternalSystem\n    participant CodeSummarizeContext\n    participant RunCodeContext\n    participant TestingContext\n    participant Action\n    participant WriteTasks\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Team\n    participant Path\n    participant NoMoneyException\n    participant Logger\n    participant SystemAdministrator\n    participant LLMSystem\n    participant Message\n    participant BaseLLM\n    participant AsyncOpenAI\n    participant DependencyFile\n    participant FileRepository\n    participant GitRepository\n    participant ProjectRepo\n    participant Typer\n    participant generate_repo\n    participant config\n    participant Context\n    participant QaEngineer\n\n    Engineer->>Engineer: action_description\n    Engineer->>Engineer: list code_todos\n    Engineer->>Engineer: str constraints\n    Engineer->>Engineer: str goal\n    Engineer->>Engineer: int n_borg\n    Engineer->>Engineer: int n_summarize\n    Engineer->>Engineer: str name\n    Engineer->>Engineer: str next_todo_action\n    Engineer->>Engineer: str profile\n    Engineer->>Engineer: src_workspace\n    Engineer->>Engineer: list summarize_todos\n    Engineer->>Engineer: bool use_code_review\n\n    System->>ResourceFileRepositories: git_repo\n    activate ResourceFileRepositories\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=COMPETITIVE_ANALYSIS_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=DATA_API_DESIGN_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=SEQ_FLOW_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=SYSTEM_DESIGN_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=PRD_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=TASK_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=CODE_SUMMARIES_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=SD_OUTPUT_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=CODE_PLAN_AND_CHANGE_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=VISUAL_GRAPH_REPO_FILE_REPO)\n    deactivate ResourceFileRepositories\n\n    User->>SourceCode: Define custom exception class NoMoneyException\n    SourceCode->>SourceCode: Define __init__ method\\nand __str__ method\\nfor NoMoneyException\n    ProjectManager ->> DocFileRepositories: Create DocFileRepositories instance\n    Developer ->> DocFileRepositories: Create DocFileRepositories instance\n    DocFileRepositories ->> DocFileRepositories: Initialize with git_repo\n    DocFileRepositories ->> DocFileRepositories: Create file repositories for PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    DocFileRepositories -->> ProjectManager: Return PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    DocFileRepositories -->> Developer: Return PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    User ->> System: provides a filename as input\n    System ->> CodingContext: creates a new CodingContext object with the provided filename\n    System -->> User: returns the created CodingContext object\n    User ->> System: provides the coding context and the updated design document as input\n    System ->> CodingContext: updates the design document in the provided coding context\n    System -->> User: returns the updated coding context\n    User ->> System: provides the coding context and the updated task document as input\n    System ->> CodingContext: updates the task document in the provided coding context\n    System -->> User: returns the updated coding context\n    User ->> System: provides the coding context and the updated code document as input\n    System ->> CodingContext: updates the code document in the provided coding context\n    System -->> User: returns the updated coding context\n    Tester ->> System: provide filename, code_doc\n    System ->> System: create new TestingContext object with filename and code_doc\n    System -->> Tester: return testing_context\n    ExternalSystem->>CodeSummarizeContext: loads(filenames: List[str])\n    activate CodeSummarizeContext\n    CodeSummarizeContext-->>ExternalSystem: ctx: CodeSummarizeContext\n    deactivate CodeSummarizeContext\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository->>FileRepository: get_dependency(filename)\n    FileRepository->>FileRepository: identify changed dependent files\n    FileRepository->>Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>"}, {"predicate": "has_sequence_view_ver", "source": "metagpt/startup.py:__name__:__main__", "target": "20240131225840129:{\nsequenceDiagram\n    participant Engineer\n    participant System\n    participant ResourceFileRepositories\n    participant ProjectManager\n    participant Developer\n    participant DocFileRepositories\n    participant User\n    participant CodingContext\n    participant Document\n    participant Tester\n    participant ExternalSystem\n    participant CodeSummarizeContext\n    participant RunCodeContext\n    participant TestingContext\n    participant Action\n    participant WriteTasks\n    participant SourceCode\n    participant Architect\n    participant ProductManager\n    participant Environment\n    participant Role\n    participant Team\n    participant Path\n    participant NoMoneyException\n    participant Logger\n    participant SystemAdministrator\n    participant LLMSystem\n    participant Message\n    participant BaseLLM\n    participant AsyncOpenAI\n    participant DependencyFile\n    participant FileRepository\n    participant GitRepository\n    participant ProjectRepo\n    participant Typer\n    participant generate_repo\n    participant config\n    participant Context\n    participant QaEngineer\n\n    Engineer->>Engineer: action_description\n    Engineer->>Engineer: list code_todos\n    Engineer->>Engineer: str constraints\n    Engineer->>Engineer: str goal\n    Engineer->>Engineer: int n_borg\n    Engineer->>Engineer: int n_summarize\n    Engineer->>Engineer: str name\n    Engineer->>Engineer: str next_todo_action\n    Engineer->>Engineer: str profile\n    Engineer->>Engineer: src_workspace\n    Engineer->>Engineer: list summarize_todos\n    Engineer->>Engineer: bool use_code_review\n\n    System->>ResourceFileRepositories: git_repo\n    activate ResourceFileRepositories\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=COMPETITIVE_ANALYSIS_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=DATA_API_DESIGN_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=SEQ_FLOW_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=SYSTEM_DESIGN_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=PRD_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=TASK_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=CODE_SUMMARIES_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=SD_OUTPUT_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=CODE_PLAN_AND_CHANGE_PDF_FILE_REPO)\n    ResourceFileRepositories->>git_repo: new_file_repository(relative_path=VISUAL_GRAPH_REPO_FILE_REPO)\n    deactivate ResourceFileRepositories\n\n    User->>SourceCode: Define custom exception class NoMoneyException\n    SourceCode->>SourceCode: Define __init__ method\\nand __str__ method\\nfor NoMoneyException\n    ProjectManager ->> DocFileRepositories: Create DocFileRepositories instance\n    Developer ->> DocFileRepositories: Create DocFileRepositories instance\n    DocFileRepositories ->> DocFileRepositories: Initialize with git_repo\n    DocFileRepositories ->> DocFileRepositories: Create file repositories for PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    DocFileRepositories -->> ProjectManager: Return PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    DocFileRepositories -->> Developer: Return PRDs, system design, tasks, code summaries, graph repository, class view, and code plan and change\n    User ->> System: provides a filename as input\n    System ->> CodingContext: creates a new CodingContext object with the provided filename\n    System -->> User: returns the created CodingContext object\n    User ->> System: provides the coding context and the updated design document as input\n    System ->> CodingContext: updates the design document in the provided coding context\n    System -->> User: returns the updated coding context\n    User ->> System: provides the coding context and the updated task document as input\n    System ->> CodingContext: updates the task document in the provided coding context\n    System -->> User: returns the updated coding context\n    User ->> System: provides the coding context and the updated code document as input\n    System ->> CodingContext: updates the code document in the provided coding context\n    System -->> User: returns the updated coding context\n    Tester ->> System: provide filename, code_doc\n    System ->> System: create new TestingContext object with filename and code_doc\n    System -->> Tester: return testing_context\n    ExternalSystem->>CodeSummarizeContext: loads(filenames: List[str])\n    activate CodeSummarizeContext\n    CodeSummarizeContext-->>ExternalSystem: ctx: CodeSummarizeContext\n    deactivate CodeSummarizeContext\n    User->>System: provides the code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided code in script mode\n    System->>System: generates an output after executing the code\n    User->>System: provides the test code to be executed\n    User->>System: specifies the working directory for code execution\n    User->>System: may provide additional python paths if required\n    System->>System: runs the provided test code\n    System->>System: generates an output after executing the test code\n    RunCodeContext->>Action: set_prefix(prefix)\n    Action->>Action: prefix = prefix\n    Action->>Action: llm.system_prompt = prefix\n    Action->>Action: node.llm = llm (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run_action_node(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: return\n    RunCodeContext->>Action: run(args, kwargs) (if node is not None)\n    Action-->>RunCodeContext: NotImplementedError\n    Action->>Action: run(with_messages, schema)\n    Action->>Action: _update_system_design(filename)\n    Action->>Action: _merge(prd_doc, system_design_doc)\n    Action->>Action: _save_data_api_design(design_doc)\n    Action->>Action: _save_seq_flow(design_doc)\n    Action->>Action: _save_mermaid_file(data, pathname)\n    Action->>Action: resources.system_design.save_pdf(doc)\n    WriteTasks->>+WriteTasks: run(with_messages)\n    WriteTasks->>+WriteTasks: _update_tasks(filename)\n    WriteTasks->>+WriteTasks: _merge(system_design_doc, task_doc)\n    WriteTasks->>+WriteTasks: _update_requirements(doc)\n    WriteTasks-->>-WriteTasks: ActionOutput(content, instruct_content)\n    ProjectManager->>WriteTasks: Receive task list and task dependencies\n    WriteTasks-->>ProjectManager: task_breakdown\n    ProjectManager->>WriteDesign: Receive user requirement and technical design\n    SourceCode->>Architect: class Architect(Role)\n    SourceCode->>Architect: name: str = \"Bob\"\n    SourceCode->>Architect: profile: str = \"Architect\"\n    SourceCode->>Architect: goal: str = \"design a concise, usable, complete software system\"\n    SourceCode->>Architect: constraints: str = \"make sure the architecture is simple enough and use  appropriate open source libraries. Use same language as user requirement\"\n    SourceCode->>Architect: __init__(self, **kwargs) -> None\n    Architect->>Architect: super().__init__(**kwargs)\n    Architect->>Architect: self.set_actions([WriteDesign])\n    Architect->>Architect: self._watch({WritePRD})\n    ProductManager->>+ProductManager: _think()\n    alt git repository exists and git reinitialization not set\n        ProductManager->>+ProductManager: _set_state(1)\n    else conditions not met\n        ProductManager->>+ProductManager: _set_state(0)\n        ProductManager->>+ProductManager: config.git_reinit = False\n        ProductManager->>+ProductManager: todo_action = any_to_name(WritePRD)\n    end\n    ProductManager-->>-ProductManager: return bool(rc.todo)\n    ProductManager->>+ProductManager: _observe(ignore_memory=False)\n    ProductManager-->>-ProductManager: return super()._observe(ignore_memory=True)\n    Environment->>Role: add_role(role: Role)\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Iterable: add_roles(roles: Iterable[Role])\n    Iterable->>Environment: iterate through roles\n    Role->>Environment: set_env(environment)\n    Role->>Environment: set_context(context)\n    Environment->>Message: publish_message(message: Message, peekable: bool)\n    Message-->>Role: put_message(message)\n    Environment->>Role: run(k: int)\n    Role-->>Environment: run()\n    Environment->>Environment: get_roles()\n    Environment->>Environment: get_role(name: str)\n    Environment->>Environment: role_names()\n    Environment->>Environment: is_idle\n    Environment->>Environment: get_addresses(obj)\n    Environment->>Environment: set_addresses(obj, addresses)\n    Environment->>Environment: archive(auto_archive: bool)\n    Role->>+Role: __init__\n    Role-->>-Role: pydantic_rebuild_model\n    Role-->>-Role: _check_actions\n    Role-->>-Role: _watch\n    Role-->>-Role: set_todo\n    Role-->>-Role: git_repo\n    Role-->>-Role: src_workspace\n    Role-->>-Role: project_repo\n    Role-->>-Role: prompt_schema\n    Role-->>-Role: project_name\n    Role-->>-Role: project_path\n    Role-->>-Role: check_addresses\n    Role-->>-Role: _reset\n    Role-->>-Role: _setting\n    Role-->>-Role: _init_action\n    Role-->>-Role: set_action\n    Role-->>-Role: set_actions\n    Role-->>-Role: _set_react_mode\n    Role-->>-Role: _get_prefix\n    Role-->>-Role: _think\n    Role-->>-Role: _act\n    Role-->>-Role: _observe\n    Role-->>-Role: publish_message\n    Role-->>-Role: put_message\n    Role-->>-Role: _react\n    Role-->>-Role: _act_by_order\n    Role-->>-Role: _plan_and_act\n    Role-->>-Role: react\n    Role-->>-Role: get_memories\n    Role-->>-Role: run\n    Role-->>-Role: think\n    Role-->>-Role: act\n    Role-->>-Role: action_description\n    Team->>+Team: hire(roles)\n    Team->>+Team: invest(investment)\n    Team->>+Team: run_project(idea, send_to)\n    Team->>+Team: run(n_round, idea, send_to, auto_archive)\n    Team->>+Environment: add_roles(roles)\n    Team->>+Environment: publish_message(Message, peekable)\n    Team->>+Environment: archive(auto_archive)\n    Team->>+Context: \n    Team->>+Path: SERDESER_PATH.joinpath(\"team\")\n    Team->>+Path: stg_path.joinpath(\"team.json\")\n    Team->>+Path: read_json_file(team_info_path)\n    Team->>+Path: write_json_file(team_info_path, model_dump())\n    Team->>+NoMoneyException: raise NoMoneyException\n    Team->>+Logger: logger.info()\n    Team->>+Logger: logger.debug()\n    Team->>+Logger: logger.info()\n    SystemAdministrator->>LLMSystem: Provide configuration parameters\n    LLMSystem->>LLMSystem: Validate provided parameters\n    LLMSystem->>LLMSystem: Configure LLM system with provided parameters\n    User->>Message: Create a new message with content, instruct content, role, cause by, sent from, and send to\n    Message->>Message: Validate and set the message ID if not provided\n    Message->>Message: Validate and set the instruct content if provided\n    Message->>Message: Validate and set the cause by if provided\n    Message->>Message: Validate and set the sent from if provided\n    Message->>Message: Validate and set the send to if provided\n    Message->>Message: Create a new message object with the provided data\n    Message-->>User: Return the message ID\n    User->>Message: Convert the message object to a dictionary\n    Message->>Message: Create a dictionary with role and content attributes of the message object\n    Message-->>User: Return the created dictionary\n    User->>Message: Convert the message object to a JSON string\n    Message->>Message: Convert the message object to a JSON string\n    Message-->>User: Return the JSON string\n    User->>Message: Load a message object from a JSON string\n    Message->>Message: Parse the JSON string to a dictionary\n    Message->>Message: Create a message object from the dictionary\n    Message-->>User: Return the created message object\n    Message ->> BaseLLM: msg, system_msgs, format_msgs, timeout, stream\n    BaseLLM ->> BaseLLM: Check if system messages are provided\n    BaseLLM ->> BaseLLM: Format the messages\n    BaseLLM ->> AsyncOpenAI: Send formatted messages\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM -->> Message: rsp\n    Message ->> BaseLLM: msgs, timeout\n    BaseLLM ->> AsyncOpenAI: Send each message\n    AsyncOpenAI -->> BaseLLM: Response\n    BaseLLM ->> BaseLLM: Concatenate responses\n    BaseLLM -->> Message: rsp_text\n    Message ->> BaseLLM: messages, timeout\n    BaseLLM -->> BaseLLM: Raise NotImplementedError\n    User->>DependencyFile: load()\n    alt file exists\n        DependencyFile->>DependencyFile: aread(file)\n        DependencyFile->>DependencyFile: json.loads(data)\n        DependencyFile->>DependencyFile: update internal dependencies\n    end\n    User->>DependencyFile: save()\n    DependencyFile->>DependencyFile: json.dumps(dependencies)\n    DependencyFile->>DependencyFile: aiofiles.open(file, \"w\")\n    DependencyFile->>DependencyFile: writer.write(data)\n    User->>DependencyFile: update(filename, dependencies, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile->>DependencyFile: update internal dependencies\n        DependencyFile->>DependencyFile: persist changes\n    end\n    User->>DependencyFile: get(filename, persist)\n    alt persist is true\n        DependencyFile->>DependencyFile: load()\n        DependencyFile->>DependencyFile: get relative path of filename\n        DependencyFile-->>User: return set of dependencies\n    end\n    User->>DependencyFile: delete_file()\n    DependencyFile-->>User: dependency file deleted\n    Document ->> FileRepository: save(filename, content, dependencies)\n    FileRepository ->> Path: create pathname for file\n    FileRepository ->> aiofiles: write content to file\n    FileRepository ->> GitRepository: get_dependency()\n    GitRepository ->> FileRepository: dependency_file\n    FileRepository ->> dependency_file: update(pathname, dependencies)\n    FileRepository ->> Document: return saved document\n    Document ->> FileRepository: get_dependency(filename)\n    FileRepository ->> Path: retrieve pathname of file\n    FileRepository ->> dependency_file: get(pathname)\n    FileRepository ->> Document: return set of dependencies\n    Document ->> FileRepository: get_changed_dependency(filename)\n    FileRepository->>FileRepository: get_dependency(filename)\n    FileRepository->>FileRepository: identify changed dependent files\n    FileRepository->>Document: return set of changed dependencies\n    Document ->> FileRepository: get(filename)\n    FileRepository ->> Document: create document instance for file\n    FileRepository ->> Path: read content of file\n    FileRepository ->> Document: return document with content or None\n    Document->>FileRepository: get_all(filter_ignored)\n    FileRepository->>FileRepository: retrieve content of all files\n    FileRepository->>Document: return list of document instances\n    Document->>FileRepository: get_change_dir_files(dir)\n    FileRepository->>FileRepository: identify changed files within directory\n    FileRepository->>Document: return list of changed files\n    Document->>FileRepository: save_doc(doc, dependencies)\n    FileRepository->>FileRepository: save(filename, content, dependencies)\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: save_pdf(doc, with_suffix, dependencies)\n    FileRepository->>Path: convert content of document to Markdown\n    FileRepository->>FileRepository: save content to file with optional suffix\n    FileRepository->>Document: return saved document\n    Document->>FileRepository: delete(filename)\n    FileRepository->>Path: delete file from repository\n    FileRepository->>GitRepository: get_dependency()\n    GitRepository->>FileRepository: dependency_file\n    FileRepository->>dependency_file: update(filename, dependencies)\n    FileRepository->>FileRepository: open(local_path, auto_init)\n    FileRepository->>FileRepository: add_change(files)\n    FileRepository->>FileRepository: commit(comments)\n    FileRepository->>FileRepository: delete_repository()\n    FileRepository->>FileRepository: changed_files\n    FileRepository->>FileRepository: is_git_dir(local_path)\n    FileRepository->>FileRepository: is_valid\n    FileRepository->>FileRepository: status\n    FileRepository->>FileRepository: workdir\n    FileRepository->>FileRepository: archive(comments)\n    FileRepository->>FileRepository: new_file_repository(relative_path)\n    FileRepository->>DependencyFile: get_dependency()\n    FileRepository->>FileRepository: rename_root(new_dir_name)\n    FileRepository->>FileRepository: get_files(relative_path, root_relative_path, filter_ignored)\n    ProjectRepo->>ProjectRepo: __init__(root)\n    ProjectRepo->>GitRepository: GitRepository(local_path=Path(root))\n    ProjectRepo->>FileRepository: super().__init__(git_repo=git_repo_, relative_path=Path(\".\"))\n    ProjectRepo->>DocFileRepositories: self.docs = DocFileRepositories(self._git_repo)\n    ProjectRepo->>ResourceFileRepositories: self.resources = ResourceFileRepositories(self._git_repo)\n    ProjectRepo->>GitRepository: self.tests = self._git_repo.new_file_repository(relative_path=TEST_CODES_FILE_REPO)\n    ProjectRepo->>GitRepository: self.test_outputs = self._git_repo.new_file_repository(relative_path=TEST_OUTPUTS_FILE_REPO)\n    ProjectRepo->>Path: return Path(self.git_repo.workdir)\n    ProjectRepo->>}"}, {"predicate": "has_participant", "source": "metagpt/startup.py:__name__:__main__", "target": "metagpt/roles/engineer.py:Engineer"}, {"predicate": "has_page_info", "source": "metagpt/subscription.py:asyncio", "target": "{\"lineno\":1,\"end_lineno\":1,\"type_name\":\"ast.Import\",\"tokens\":[\"asyncio\"],\"properties\":{}}"}, {"predicate": "has_page_info", "source": "metagpt/subscription.py:module:typing", "target": "{\"lineno\":2,\"end_lineno\":2,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"typing\",\"names\":[\"AsyncGenerator\",\"Awaitable\",\"Callable\"]}}"}, {"predicate": "has_page_info", "source": "metagpt/subscription.py:names:['AsyncGenerator', 'Awaitable', 'Callable']", "target": "{\"lineno\":2,\"end_lineno\":2,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"typing\",\"names\":[\"AsyncGenerator\",\"Awaitable\",\"Callable\"]}}"}, {"predicate": "has_page_info", "source": "metagpt/subscription.py:module:pydantic", "target": "{\"lineno\":4,\"end_lineno\":4,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"pydantic\",\"names\":[\"BaseModel\",\"ConfigDict\",\"Field\"]}}"}, {"predicate": "has_page_info", "source": "metagpt/subscription.py:names:['BaseModel', 'ConfigDict', 'Field']", "target": 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A definition has been provided for the return value of _think: returning false indicates that further reasoning cannot continue.\n@Modified By: mashenquan, 2023-11-1. According to Chapter 2.2.1 and 2.2.2 of RFC 116:\n    1. Merge the `recv` functionality into the `_observe` function. Future message reading operations will be\n    consolidated within the `_observe` function.\n    2. Standardize the message filtering for string label matching. Role objects can access the message labels\n    they've subscribed to through the `subscribed_tags` property.\n    3. Move the message receive buffer from the global variable `self.rc.env.memory` to the role's private variable\n    `self.rc.msg_buffer` for easier message identification and asynchronous appending of messages.\n    4. Standardize the way messages are passed: `publish_message` sends messages out, while `put_message` places\n    messages into the Role object's private message receive buffer. There are no other message transmit methods.\n    5. Standardize the parameters for the `run` function: the `test_message` parameter is used for testing purposes\n    only. In the normal workflow, you should use `publish_message` or `put_message` to transmit messages.\n@Modified By: mashenquan, 2023-11-4. According to the routing feature plan in Chapter 2.2.3.2 of RFC 113, the routing\n    functionality is to be consolidated into the `Environment` class.\n", "target": "{\"lineno\":3,\"end_lineno\":21,\"type_name\":\"ast.Expr\",\"tokens\":[\"ast.Constant\",\"\\n@Time    : 2023/5/11 14:42\\n@Author  : alexanderwu\\n@File    : role.py\\n@Modified By: mashenquan, 2023/8/22. A definition has been provided for the return value of _think: returning false indicates that further reasoning cannot continue.\\n@Modified By: mashenquan, 2023-11-1. According to Chapter 2.2.1 and 2.2.2 of RFC 116:\\n    1. Merge the `recv` functionality into the `_observe` function. Future message reading operations will be\\n    consolidated within the `_observe` function.\\n    2. Standardize the message filtering for string label matching. Role objects can access the message labels\\n    they've subscribed to through the `subscribed_tags` property.\\n    3. Move the message receive buffer from the global variable `self.rc.env.memory` to the role's private variable\\n    `self.rc.msg_buffer` for easier message identification and asynchronous appending of messages.\\n    4. Standardize the way messages are passed: `publish_message` sends messages out, while `put_message` places\\n    messages into the Role object's private message receive buffer. There are no other message transmit methods.\\n    5. Standardize the parameters for the `run` function: the `test_message` parameter is used for testing purposes\\n    only. In the normal workflow, you should use `publish_message` or `put_message` to transmit messages.\\n@Modified By: mashenquan, 2023-11-4. According to the routing feature plan in Chapter 2.2.3.2 of RFC 113, the routing\\n    functionality is to be consolidated into the `Environment` class.\\n\"],\"properties\":{}}"}, {"predicate": "has_page_info", "source": "metagpt/roles/role.py:module:__future__", "target": "{\"lineno\":23,\"end_lineno\":23,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"__future__\",\"names\":[\"annotations\"]}}"}, {"predicate": "has_page_info", "source": "metagpt/roles/role.py:names:['annotations']", "target": "{\"lineno\":23,\"end_lineno\":23,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"__future__\",\"names\":[\"annotations\"]}}"}, {"predicate": "has_page_info", "source": "metagpt/roles/role.py:module:enum", "target": "{\"lineno\":25,\"end_lineno\":25,\"type_name\":\"ast.ImportFrom\",\"tokens\":[],\"properties\":{\"module\":\"enum\",\"names\":[\"Enum\"]}}"}, {"predicate": "has_page_info", "source": "metagpt/roles/role.py:names:['Enum']", 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