agent-core
openJiuwen agent-core provides a complete set of SDK capabilities related to AI Agent development, running, optimization, and evolution.
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- coding-style.md
- security.md
- testing.md
- architecture.md
- code-style.md
- error-codes.md
- git-workflow.md
- karpathy-principles.md
- logging.md
- prompt-tool-rails.md
- security.md
- testing.md
- SKILL.md
- SKILL.md
- checklist.md
- SKILL.md
- SKILL.md
- settings.json
- docker-compose.yml
- otel-collector-config.yaml
- README.md
- upload_traces_to_langfuse.py
- vcs_design_cn.md
- zh-doc-audit-issues-v0.1.10-16.xlsx
- zh-doc-audit-v0.1.10-16.md
- zh-doc-fix-summary-v0.1.10-16.md
- Interruption Resumption.md
- Overview.md
- README.md
- State Management.md
- Streaming Output.md
- Tracing Capability.md
- Agent Skills.md
- Async Callback Framework.md
- Checkpointer Checkpoint Mechanism.md
- Context Engine.md
- DeepAgent Reinforcement Learning.md
- Develop Custom Components.md
- Executor Runner.md
- Human-in-the-Loop.md
- IntelliRouter.md
- Knowledge Retrieval.md
- MCP Tool.md
- Memory Engine.md
- Prompt Generation and Optimization.md
- README.md
- Sandbox.md
- Security Guardrail.md
- Self-optimizing Agent.md
- Skills and System Operations.md
- Store Plugin Development.md
- System Operation.md
- WorkflowAgent With Multi-workflow Switching.md
- AgentTeams.md
- HITT Human-in-the-Team Mode.md
- OTEL Team-Level Tracing.md
- Overview.md
- README.md
- Team Permission Guardrails.md
- Team Skill Evolution.md
- Build ContextEvolvingAgent.md
- Building Custom Agents.md
- Building Custom Components.md
- Building LSP Agent en.md
- Building ReActAgent.md
- Building Tool Evolver.md
- Building WorkflowAgent.md
- Overview.md
- README.md
- openjiuwen.core_workflow_base_base_Workflow_to_mermaid.png
- openjiuwen.core_workflow_base_base_Workflow_to_mermaid_png.png
- openjiuwen.core_workflow_base_base_Workflow_to_mermaid_svg.gif
- coordinator.md
- runtime.md
- store.md
- gateway.md
- inference.md
- judge.md
- launcher.md
- rail.md
- scheduler.md
- agent_rl.README.md
- config.md
- optimizer.md
- proxy.md
- reward.md
- rl_trainer.md
- base.md
- config.md
- docker_env.md
- models.md
- pipeline.md
- README.md
- skill_manager.md
- evaluator.md
- lifecycle.md
- online_orchestrator.md
- scorer.md
- skill_experience_manager.md
- tracker.md
- types.md
- experience_optimizer.md
- optimizer.md
- base.md
- local_file.md
- experience_sharer.md
- hub_client.md
- keyword_extractor.md
- share_stager.md
- sharing.README.md
- skill_package.md
- types.md
- base.md
- from_conv.md
- from_eval.md
- review_feedback.md
- team.md
- checkpointing.md
- constant.md
- dataset.md
- experience.md
- signal.md
- trainer.md
- trajectory.md
- updater.md
- deep_agent_spec.md
- schema.md
- agent_teams.md
- README.md
- agents.md
- artifacts.md
- contexts.md
- experience.md
- infra.md
- orchestrator.md
- pipelines.md
- prompts.md
- rails.md
- registry.md
- resources.md
- schema.md
- skills.md
- stages.md
- tools.md
- llm_agent.md
- workflow_agent.md
- llm_agent.README.md
- workflow_agent.README.md
- clients.md
- errors.md
- exception.md
- status_code.md
- events.md
- manager.md
- protocol.md
- crypt_utils.md
- task_manager.md
- background_tasks.md
- base.md
- current_round_compressor.md
- dialogue_compressor.md
- message_offloader.md
- message_summary_offloader.md
- round_level_compressor.md
- session_memory_compressor.md
- base.md
- config.md
- context_engine.md
- processors.README.md
- controller.md
- llm.md
- template.md
- config.md
- graph_objects.md
- graph_store.md
- README.md
- aioboto_storage_client.md
- base_storage_client.md
- README.md
- base.md
- README.md
- registry.md
- base.md
- chroma_fields.md
- milvus_fields.md
- README.md
- memory_index.md
- store.md
- auth.md
- form_handler.md
- tool.md
- llm.README.md
- prompt.README.md
- store.README.md
- tool.README.md
- graph.md
- lakebase_memory_provider.md
- config.md
- extraction.md
- graph_memory.md
- README.md
- config.md
- long_term_memory.md
- multi_agent.md
- base.md
- base.md
- base.md
- base.md
- callbacks.md
- config.md
- document.md
- README.md
- retrieval_result.md
- triple.md
- triple_beam.md
- triple_memory.md
- api_embedding.md
- base.md
- dashscope_embedding.md
- openai_embedding.md
- README.md
- vllm_embedding.md
- base.md
- chroma_indexer.md
- milvus_indexer.md
- README.md
- base.md
- char_chunker.md
- chunking.md
- README.md
- tokenizer_chunker.md
- base.md
- ontology_triple_extractor.md
- README.md
- triple_extractor.md
- auto_file_parser.md
- auto_link_parser.md
- auto_parser.md
- base.md
- captioner.md
- excel_parser.md
- html_file_parser.md
- image_parser.md
- json_parser.md
- pdf_parser.md
- README.md
- txt_md_parser.md
- web_page_parser.md
- wechat_article_parser.md
- word_parser.md
- README.md
- splitter.md
- base.md
- README.md
- README.md
- query_rewriter.md
- base.md
- chat_reranker.md
- dashscope_reranker.md
- README.md
- standard_reranker.md
- agentic_retriever.md
- base.md
- graph_retriever.md
- hybrid_retriever.md
- README.md
- sparse_retriever.md
- vector_retriever.md
- common.md
- config_manager.md
- fusion.md
- README.md
- base.md
- chroma_store.md
- milvus_store.md
- README.md
- store.md
- graph_knowledge_base.md
- knowledge_base.md
- simple_knowledge_base.md
- callback.README.md
- chain.md
- enums.md
- filters.md
- framework.md
- models.md
- base.md
- resource_manager.md
- runner.md
- backends.md
- builtin.md
- guardrail.md
- stream.md
- checkpointer.md
- session.md
- interrupt.md
- single_agent.md
- openjiuwen_skills.md
- gateway.md
- gateway_client.md
- sandbox_store.md
- base.md
- base_provider.md
- run_config.md
- sandbox_config.md
- sandbox_mixin.md
- sandbox_registry.md
- base.md
- code.md
- fs.md
- result.md
- shell.md
- sys_operation.md
- array.md
- condition.md
- expression.md
- number.md
- loop_comp.md
- branch_comp.md
- branch_router.md
- end_comp.md
- execute_single_component.md
- start_comp.md
- workflow_comp.md
- intent_detection_comp.md
- llm_comp.md
- questioner_comp.md
- react_agent_comp.md
- knowledge_retrieval_comp.md
- memory_retrieval_comp.md
- memory_write_comp.md
- http_request_comp.md
- tool_comp.md
- components.md
- components.README.md
- execute_single_component.md
- workflow.md
- application.README.md
- common.README.md
- context_engine.README.md
- controller.README.md
- foundation.README.md
- graph.README.md
- memory.README.md
- operator.README.md
- retrieval.README.md
- runner.README.md
- security.README.md
- session.README.md
- single_agent.README.md
- skills.README.md
- sys_operation.README.md
- workflow.README.md
- converters.md
- dl_transformer.md
- workflow_designer.md
- llm_agent.md
- workflow.md
- agent_builder.md
- builders.md
- executor.md
- resource.md
- utils.md
- bad_case_prompt_builder.md
- feedback_prompt_builder.md
- meta_template_builder.md
- base.md
- chat_agent.md
- dataset.md
- evaluator.md
- optimizer.md
- trainer.md
- agent_builder.README.md
- prompt_builder.README.md
- tune.README.md
- client.md
- README.md
- server.md
- checkpointer.md
- openai_account_auth.md
- openai_account_models.md
- README.md
- base.md
- README.md
- registry.md
- message_queue_pulsar.md
- es_vector_store.md
- gauss_db_store.md
- jiuwenbox.md
- README.md
- tracer_otel.md
- README.md
- checkpointer.README.md
- message_queue.README.md
- store.README.md
- sys_operation.README.md
- tracer_otel.README.md
- prompts.md
- evolution_rail.md
- skill_evolution_rail.md
- team_skill_evolution_rail.md
- interrupt.md
- rails.md
- config.md
- loop_event.md
- state.md
- task.md
- browser_agent.md
- subagents.md
- task_loop.md
- browser_tools.md
- tools.md
- workspace.md
- deep_agent.md
- factory.md
- README.md
- openjiuwen.agent_evolving.README.md
- openjiuwen.agent_teams.README.md
- openjiuwen.auto_harness.README.md
- openjiuwen.core.README.md
- openjiuwen.dev_tools.README.md
- openjiuwen.extensions.README.md
- openjiuwen.harness.README.md
- README.md
- Connect to LLM.md
- Custom Tools.md
- Filling Prompt Template.md
- LLM Protocol Consolidation.md
- README.md
- architecture.png
- customer_service_question_and_answer_workflow.png
- devdoc_workflow_workflow_visualization_example_multilayer_nested_workflow_expand_one_layer_subworkflow.png
- devdoc_workflow_workflow_visualization_example_multilayer_nested_workflow_expand_two_layer_subworkflow.png
- devdoc_workflow_workflow_visualization_example_multilayer_nested_workflow_no_expand_subworkflow.png
- devdoc_workflow_workflow_visualization_example_nested_workflow_expand_subworkflow.png
- devdoc_workflow_workflow_visualization_example_nested_workflow_no_expand_subworkflow.png
- devdoc_workflow_workflow_visualization_example_simple_workflow.png
- devdoc_workflow_workflow_visualization_example_workflow_with_branch.png
- devdoc_workflow_workflow_visualization_example_workflow_with_loop_expand_loop_comp.png
- devdoc_workflow_workflow_visualization_example_workflow_with_loop_no_expand_loop_comp.png
- devdoc_workflow_workflow_visualization_example_workflow_with_stream_edge.gif
- document_processing_and_summary_workflow.png
- enterprise_automation_approval_process.png
- high_performance_execution_engine.png
- loop.png
- my_component.png
- MyAgent.png
- ReActAgent.png
- ReActWorkflowAgent.png
- WorkflowAgent.png
- AgentAsTool.md
- BaseTeam.md
- Overview.md
- Preset Collaboration Patterns.md
- README.md
- TeamRuntime-and-CommunicableAgent.md
- Agent-Skills-Capture-Your-Expertise.md
- README.md
- Skill-Online-Self-Evolution.md
- Swarm-Skills-Technical-Specification.md
- Swarm-Skills-Turn-a-Successful-Collaboration-into-Team-Capability.md
- Capability types supported by the component.md
- Define component input and output formats.md
- Orchestration Component.md
- README.md
- Using Preset Components.md
- Build Workflow.md
- Key Concepts.md
- Overview.md
- README.md
- Workflow Visualization.md
- Makefile.md
- README.md
- Security Notes.md
- Tool permissions and host integration.md
- architecture.png
- high_performance_execution_engine.png
- MyAgent.png
- ReActAgent.png
- ReActWorkflowAgent.png
- WorkflowAgent.png
- 华为云-模型广场.png
- 华为云-模型配置.png
- 快速上手-创建智能体.png
- 快速上手-智能体配置.png
- 快速上手-智能助手.png
- 快速上手-模型测试.png
- 快速上手-模型配置.png
- 快速上手-测试智能体.png
- 快速上手-配置智能体.png
- 1. Product Overview.md
- SUMMARY.md
- SUMMARY.md.tmp
- openjiuwen.core_workflow_base_base_Workflow_to_mermaid.png
- openjiuwen.core_workflow_base_base_Workflow_to_mermaid_png.png
- openjiuwen.core_workflow_base_base_Workflow_to_mermaid_svg.gif
- coordinator.md
- runtime.md
- store.md
- gateway.md
- inference.md
- judge.md
- launcher.md
- rail.md
- scheduler.md
- agent_rl.README.md
- config.md
- optimizer.md
- proxy.md
- reward.md
- rl_trainer.md
- base.md
- config.md
- docker_env.md
- models.md
- pipeline.md
- README.md
- skill_manager.md
- evaluator.md
- lifecycle.md
- online_orchestrator.md
- scorer.md
- skill_experience_manager.md
- tracker.md
- types.md
- experience_optimizer.md
- optimizer.md
- base.md
- local_file.md
- experience_sharer.md
- hub_client.md
- keyword_extractor.md
- share_stager.md
- sharing.README.md
- skill_package.md
- types.md
- base.md
- from_conv.md
- from_eval.md
- review_feedback.md
- team.md
- checkpointing.md
- constant.md
- dataset.md
- experience.md
- signal.md
- trainer.md
- trajectory.md
- updater.md
- deep_agent_spec.md
- schema.md
- agent_teams.md
- README.md
- agents.md
- artifacts.md
- contexts.md
- experience.md
- infra.md
- orchestrator.md
- pipelines.md
- prompts.md
- rails.md
- registry.md
- resources.md
- schema.md
- skills.md
- stages.md
- tools.md
- llm_agent.md
- workflow_agent.md
- llm_agent.README.md
- workflow_agent.README.md
- clients.md
- errors.md
- exception.md
- status_code.md
- events.md
- manager.md
- protocol.md
- crypt_utils.md
- task_manager.md
- background_tasks.md
- base.md
- current_round_compressor.md
- dialogue_compressor.md
- message_offloader.md
- message_summary_offloader.md
- round_level_compressor.md
- session_memory_compressor.md
- base.md
- config.md
- context_engine.md
- processors.README.md
- controller.md
- llm.md
- template.md
- config.md
- graph_objects.md
- graph_store.md
- README.md
- aioboto_storage_client.md
- base_storage_client.md
- README.md
- base.md
- README.md
- registry.md
- base.md
- chroma_fields.md
- milvus_fields.md
- README.md
- memory_index.md
- store.md
- auth.md
- form_handler.md
- tool.md
- llm.README.md
- prompt.README.md
- store.README.md
- tool.README.md
- graph.md
- lakebase_memory_provider.md
- config.md
- extraction.md
- graph_memory.md
- README.md
- config.md
- long_term_memory.md
- multi_agent.md
- base.md
- base.md
- base.md
- base.md
- callbacks.md
- config.md
- document.md
- README.md
- retrieval_result.md
- triple.md
- triple_beam.md
- triple_memory.md
- api_embedding.md
- base.md
- dashscope_embedding.md
- openai_embedding.md
- README.md
- vllm_embedding.md
- base.md
- chroma_indexer.md
- milvus_indexer.md
- README.md
- base.md
- char_chunker.md
- chunking.md
- README.md
- tokenizer_chunker.md
- base.md
- README.md
- triple_extractor.md
- auto_file_parser.md
- auto_link_parser.md
- auto_parser.md
- base.md
- captioner.md
- excel_parser.md
- html_file_parser.md
- image_parser.md
- json_parser.md
- pdf_parser.md
- README.md
- txt_md_parser.md
- web_page_parser.md
- wechat_article_parser.md
- word_parser.md
- README.md
- splitter.md
- base.md
- README.md
- README.md
- query_rewriter.md
- base.md
- chat_reranker.md
- dashscope_reranker.md
- README.md
- standard_reranker.md
- agentic_retriever.md
- base.md
- graph_retriever.md
- hybrid_retriever.md
- README.md
- sparse_retriever.md
- vector_retriever.md
- common.md
- config_manager.md
- fusion.md
- README.md
- base.md
- chroma_store.md
- milvus_store.md
- README.md
- store.md
- graph_knowledge_base.md
- knowledge_base.md
- simple_knowledge_base.md
- callback.README.md
- chain.md
- enums.md
- filters.md
- framework.md
- models.md
- base.md
- resource_manager.md
- runner.md
- backends.md
- builtin.md
- guardrail.md
- stream.md
- checkpointer.md
- session.md
- interrupt.md
- single_agent.md
- openjiuwen_skills.md
- gateway.md
- gateway_client.md
- sandbox_store.md
- base.md
- base_provider.md
- run_config.md
- sandbox_config.md
- sandbox_mixin.md
- sandbox_registry.md
- base.md
- code.md
- fs.md
- result.md
- shell.md
- sys_operation.md
- array.md
- condition.md
- expression.md
- number.md
- loop_comp.md
- branch_comp.md
- branch_router.md
- end_comp.md
- start_comp.md
- workflow_comp.md
- intent_detection_comp.md
- llm_comp.md
- questioner_comp.md
- react_agent_comp.md
- knowledge_retrieval_comp.md
- memory_retrieval_comp.md
- memory_write_comp.md
- http_request_comp.md
- tool_comp.md
- components.md
- components.README.md
- execute_single_component.md
- workflow.md
- application.README.md
- common.README.md
- context_engine.README.md
- controller.README.md
- foundation.README.md
- graph.README.md
- memory.README.md
- operator.README.md
- retrieval.README.md
- runner.README.md
- security.README.md
- session.README.md
- single_agent.README.md
- skills.README.md
- sys_operation.README.md
- workflow.README.md
- converters.md
- dl_transformer.md
- workflow_designer.md
- llm_agent.md
- workflow.md
- agent_builder.md
- builders.md
- executor.md
- resource.md
- utils.md
- bad_case_prompt_builder.md
- feedback_prompt_builder.md
- meta_template_builder.md
- base.md
- chat_agent.md
- dataset.md
- evaluator.md
- optimizer.md
- trainer.md
- agent_builder.README.md
- prompt_builder.README.md
- tune.README.md
- README.md
- 客户端.md
- 服务端.md
- checkpointer.md
- openai_account_auth.md
- openai_account_models.md
- README.md
- base.md
- README.md
- registry.md
- message_queue_pulsar.md
- es_vector_store.md
- gauss_db_store.md
- jiuwenbox.md
- README.md
- tracer_otel.md
- README.md
- checkpointer.README.md
- message_queue.README.md
- store.README.md
- sys_operation.README.md
- tracer_otel.README.md
- prompts.md
- evolution_rail.md
- skill_evolution_rail.md
- team_skill_evolution_rail.md
- interrupt.md
- rails.md
- config.md
- loop_event.md
- state.md
- task.md
- subagents.md
- 浏览器子智能体.md
- task_loop.md
- tools.md
- 浏览器子智能体工具.md
- workspace.md
- deep_agent.md
- factory.md
- README.md
- openjiuwen.agent_evolving.README.md
- openjiuwen.auto_harness.README.md
- openjiuwen.core.README.md
- openjiuwen.dev_tools.README.md
- openjiuwen.extensions.README.md
- openjiuwen.harness.README.md
- README.md
- architecture.png
- customer_service_question_and_answer_workflow.png
- devdoc_workflow_workflow_visualization_example_multilayer_nested_workflow_expand_one_layer_subworkflow.png
- devdoc_workflow_workflow_visualization_example_multilayer_nested_workflow_expand_two_layer_subworkflow.png
- devdoc_workflow_workflow_visualization_example_multilayer_nested_workflow_no_expand_subworkflow.png
- devdoc_workflow_workflow_visualization_example_nested_workflow_expand_subworkflow.png
- devdoc_workflow_workflow_visualization_example_nested_workflow_no_expand_subworkflow.png
- devdoc_workflow_workflow_visualization_example_simple_workflow.png
- devdoc_workflow_workflow_visualization_example_workflow_with_branch.png
- devdoc_workflow_workflow_visualization_example_workflow_with_loop_expand_loop_comp.png
- devdoc_workflow_workflow_visualization_example_workflow_with_loop_no_expand_loop_comp.png
- devdoc_workflow_workflow_visualization_example_workflow_with_stream_edge.gif
- document_processing_and_summary_workflow.png
- enterprise_automation_approval_process.png
- high_performance_execution_engine.png
- loop.png
- my_component.png
- MyAgent.png
- ReActAgent.png
- ReActWorkflowAgent.png
- WorkflowAgent.png
- LLM协议收敛.md
- README.md
- 填充提示词模板.md
- 接入大模型.md
- 自定义工具.md
- AgentAsTool.md
- BaseTeam.md
- README.md
- TeamRuntime与CommunicableAgent.md
- 概述.md
- 预置协作模式.md
- README.md
- 使用预置组件.md
- 定义组件输入输出格式.md
- 组件支持的能力类型.md
- 编排组件.md
- README.md
- 关键概念.md
- 工作流可视化.md
- 构建工作流.md
- 概述.md
- README.md
- 构建ContextEvolvingAgent.md
- 构建LSP智能体.md
- 构建ReActAgent.md
- 构建WorkflowAgent.md
- 构建工具自演进.md
- 构建自定义智能体.md
- 构建自定义组件.md
- 概述.md
- AgentTeams.md
- HITT人机交互团队模式.md
- OTEL团队级追踪.md
- README.md
- Team权限护栏.md
- 团队技能演进.md
- 概述.md
- Agent-Skills-让Agent沉淀你的专业能力.md
- README.md
- Skill-在线自演进-让能力在真实使用中持续变好.md
- Swarm-Skills-技术标准说明.md
- Swarm-Skills-把一次成功协作沉淀成团队能力.md
- README.md
- 中断恢复.md
- 概述.md
- 流式输出.md
- 状态管理.md
- 调测能力.md
- Agent Skills.md
- Checkpointer检查点机制.md
- DeepAgent强化学习.md
- IntelliRouter智能路由.md
- MCP工具.md
- README.md
- WorkflowAgent支持多工作流跳转.md
- 上下文引擎.md
- 人机交互.md
- 安全护栏Guardrail.md
- 开发自定义组件.md
- 异步回调框架.md
- 执行器Runner.md
- 技能与系统操作.md
- 插件开发-存储后端.md
- 沙箱.md
- 生成和优化提示词.md
- 知识检索.md
- 系统操作.md
- 自优化Agent.md
- 记忆引擎.md
- Makefile.md
- README.md
- 安全配置.md
- 工具权限防护.md
- architecture.png
- high_performance_execution_engine.png
- MyAgent.png
- ReActAgent.png
- ReActWorkflowAgent.png
- WorkflowAgent.png
- 华为云-模型广场.png
- 华为云-模型配置.png
- 快速上手-创建智能体.png
- 快速上手-智能体配置.png
- 快速上手-智能助手.png
- 快速上手-模型测试.png
- 快速上手-模型配置.png
- 快速上手-测试智能体.png
- 快速上手-配置智能体.png
- 1.产品简介.md
- SUMMARY.md
- client_jiuwen_to_open_a2a_sdk_server.py
- client_local_agent_delegates_remote_a2a.py
- client_open_a2a_sdk_three_jiuwen_servers.py
- client_open_a2a_sdk_to_jiuwen_server.py
- example_utils.py
- server_local_agent_delegates_remote_a2a.py
- server_open_a2a_sdk_jsonrpc_echo.py
- server_openjiuwen_a2a_for_sdk_client.py
- server_three_openjiuwen_agents_a2a.py
- collaboration.py
- main.py
- evaluator_pipeline_example.py
- react_agent_evolving.py
- team_skill_create_rail_example.py
- team_skill_rail_example.py
- quickstart.py
- quickstart_hierarchical_team_rail.py
- quickstart_rail.py
- conversation_0001.json
- conversation_0002.json
- conversation_0003.json
- conversation_0004.json
- conversation_0005.json
- conversation_0006.json
- conversation_0007.json
- conversation_0008.json
- conversation_0009.json
- conversation_0010.json
- conversation_0011.json
- conversation_0012.json
- conversation_0013.json
- conversation_0014.json
- __init__.py
- dataloader.py
- __init__.py
- config.py
- output.py
- visualize_kg.py
- .env.example
- showcase_graph_memory.py
- __init__.py
- single_deepagent_e2e.py
- __init__.py
- deepagent_with_worktree.py
- demo_file_delete_history.py
- intelliRouter_demo.py
- observability_demo.py
- weather_assistant_interact.ipynb
- README.md
- run_online_rl.py
- .workspace
- .workspace
- MEMORY.md
- .workspace
- .workspace
- MEMORY.md
- .workspace
- .workspace
- .workspace
- .workspace
- AGENT.md
- HEARTBEAT.md
- IDENTITY.md
- SOUL.md
- USER.md
- __init__.py
- calculator.py
- .workspace
- __init__.py
- diagnostic_params.py
- main.py
- models.py
- pyproject.toml
- test.py
- deep_agent_lsp_demo.py
- diagnostic_lsp_demo.py
- test.jsonl
- test_try.jsonl
- validate.jsonl
- validate_try.jsonl
- test.jsonl
- test_try.jsonl
- validate.jsonl
- validate_try.jsonl
- test.jsonl
- test_try.jsonl
- validate.jsonl
- validate_try.jsonl
- test.jsonl
- test_try.jsonl
- validate.jsonl
- validate_try.jsonl
- test.jsonl
- test_try.jsonl
- validate.jsonl
- validate_try.jsonl
- public_test.jsonl
- test.jsonl
- test_try.jsonl
- train.jsonl
- train_valid_gt.jsonl
- validate.jsonl
- validate_try.jsonl
- test.jsonl
- test_try.jsonl
- train.jsonl
- validate.jsonl
- validate_try.jsonl
- data.py
- evaluation.py
- execution.py
- benchmark.py
- drop.py
- gpqa.py
- gsm8k.py
- humaneval.py
- math.py
- mbpp.py
- mmlu.py
- __init__.py
- algebra.py
- function.py
- functional.py
- llm_backward_prompts.py
- llm_ops.py
- multimodal_backward_prompts.py
- multimodal_ops.py
- reduce_prompts.py
- string_based_ops.py
- __init__.py
- anthropic.py
- base.py
- bedrock.py
- cohere.py
- engine_utils.py
- gemini.py
- groq.py
- guidance.py
- local_model_openai_api.py
- openai.py
- together.py
- vllm.py
- __init__.py
- base.py
- engine_utils.py
- litellm.py
- openai.py
- __init__.py
- guidance_optimizer.py
- optimizer.py
- optimizer_prompts.py
- __init__.py
- mathvista.py
- scienceqa.py
- __init__.py
- base.py
- big_bench_hard.py
- gpqa.py
- gsm8k.py
- leetcode.py
- mmlu.py
- image_utils.py
- __init__.py
- config.py
- defaults.py
- loss.py
- model.py
- prompts.py
- variable.py
- .gitignore
- main.py
- main_experiments.ipynb
- PolicyGradient.py
- README.md
- token_usage.py
- training_tg.py
- utilities.py
- client_as_resources_runner.py
- client_as_tool.py
- client_as_workflow.py
- client_direct.py
- openapi.yaml
- server.py
- client_as_resources_runner.py
- client_as_tool.py
- client_as_workflow.py
- client_direct.py
- server.py
- client_as_resources_runner.py
- client_as_tool.py
- client_as_workflow.py
- client_direct.py
- server.py
- client_as_resources_runner.py
- client_as_tool.py
- client_as_workflow.py
- client_direct.py
- server.py
- client_as_resources_runner.py
- client_as_tool.py
- client_as_workflow.py
- client_direct.py
- server.py
- README.md
- booking destination.png
- booking_date.png
- booking_hotel_details.png
- booking_hotel_facilities.png
- booking_hotel_price.png
- booking_hotel_review.png
- booking_landing.png
- booking_occupcancy.png
- booking_search_result.png
- google_page.png
- google_search.png
- home_screen.png
- SKILL.md
- github_bottom.png
- github_desktop_button.png
- github_desktop_site.png
- github_landing_page.png
- github_landing_scrolled.png
- github_readme_download.png
- github_readme_file.png
- SKILL.md
- alarm_date.png
- alarm_landing_page.png
- alarm_time.png
- calendar_landing_page.png
- calendar_schedule.png
- calendar_schedule_detail.png
- calendar_search.png
- calendar_view_option.png
- SKILL.md
- .env.example
- example_utils.py
- README.md
- run_mobile_gui_agent.py
- run_mobile_gui_agent_with_skills.py
- run_mobile_gui_subagent.py
- trajectory_model_utils.py
- handoff_customer_service.py
- hierarchical_msgbus_research_team.py
- hierarchical_tools_research_team.py
- __init__.py
- runtime_hybrid.py
- runtime_p2p.py
- runtime_pubsub.py
- team_hybrid.py
- team_hybrid_stream_check.py
- permission_demo.py
- eval.sh
- generate_dataset.sh
- perstream.sh
- proj_align.sh
- reduction_eval.sh
- score.sh
- test_remember_gate.sh
- train.sh
- __init__.py
- memory_dataset_class.py
- memory_subcategories.py
- passive_user_query.py
- personalized_memory_graph.py
- perstream.py
- proactive_user_query.py
- __init__.py
- eval_passive_dataset.py
- eval_passive_reduction.py
- eval_proactive_dataset.py
- eval_proactive_reduction.py
- score_passive_judge.py
- score_proactive_judge.py
- test_remember_gate.py
- generate_drivenact.py
- generate_ego4d.py
- __init__.py
- train_perstream.py
- train_projection.py
- __init__.py
- generation_utils.py
- model_utils.py
- perstream_utils.py
- video_utils.py
- __init__.py
- .gitignore
- README.md
- setup.py
- build_react_agent.ipynb
- __init__.py
- find_token.py
- output.py
- vector_similarities.py
- .env.example
- __init__.py
- chroma_query_expr.py
- configs.py
- milvus_query_expr.py
- showcase_chat_reranker.py
- showcase_dashscope_multimodal_embedding.py
- showcase_multimodal_embedding.py
- showcase_query_rewriter.py
- showcase_reranker.py
- showcase_text_embedding.py
- prompts.py
- README.md
- reward.py
- sample_processing.py
- tools.py
- train.py
- prepare_data.py
- prompts.py
- README.md
- reward.py
- sample_processing.py
- sql_eval.py
- tools.py
- train.py
- rail.py
- README.md
- rail.py
- README.md
- rail.py
- README.md
- rail.py
- README.md
- rail.py
- README.md
- example_config.json
- README.md
- session_controller_p2p.py
- session_controller_pubsub.py
- main.py
- __init__.py
- main.py
- multimodal_skill_use.py
- skill_use.py
- test.txt
- __init__.py
- output.py
- .env.example
- configs.py
- es_vector_store_example.py
- graph_scenario_data.py
- showcase_milvus_graph_store.py
- showcase_obs.py
- __init__.py
- multi_workflow_agent_demo.py
- workflow_event_handler.py
- workflow_executor.py
- build_workflow_agent.ipynb
- __init__.py
- README.md
- __init__.py
- offline_config.py
- online_config.py
- __init__.py
- batch_builder.py
- encoding.py
- processors.py
- task_queue.py
- training_coordinator.py
- __init__.py
- agent_factory.py
- collector.py
- parallel_executor.py
- runtime_executor.py
- __init__.py
- base.py
- file_store.py
- metrics_tracker.py
- null_store.py
- __init__.py
- main_trainer.py
- __init__.py
- lora.py
- rail.py
- rollouter.py
- store.py
- trainer.py
- workflow.py
- __init__.py
- collector.py
- converter.py
- rail.py
- redis_store.py
- store.py
- trainer.py
- __init__.py
- docker_runtime.py
- task_rollout_backends.py
- __init__.py
- collector.py
- converter.py
- rail.py
- redis_store.py
- rollouter.py
- sample_builder.py
- store.py
- supervisor_client.py
- trainer.py
- __init__.py
- _inmemory_queue.py
- __init__.py
- factory.py
- interaction.py
- llm_response.py
- lora_runtime.py
- rail.py
- rail_factory.py
- scheduler.py
- store_factory.py
- task_rollouter.py
- training_process.py
- uploader.py
- __init__.py
- anthropic_protocol.py
- anthropic_routes.py
- bootstrap.py
- collection_routes.py
- completion_runtime.py
- http_helpers.py
- proxy.py
- request_context.py
- server.py
- __init__.py
- http_manager.py
- ports.py
- response.py
- runtime.py
- types.py
- __init__.py
- judge_dispatcher.py
- pending_judge_store.py
- persistence.py
- rail_ingest.py
- sample_payloads.py
- sample_recorder.py
- task_reward.py
- __init__.py
- forwarder.py
- upstream_client.py
- __init__.py
- client.py
- common.py
- config.py
- message_utils.py
- __init__.py
- notifier.py
- __init__.py
- evaluator.py
- judge_scorer.py
- judge_server.py
- scoring.py
- __init__.py
- cli.py
- loader.py
- runner.py
- services.py
- workspace.py
- __init__.py
- converter.py
- factory.py
- online_rail.py
- uploader.py
- __init__.py
- online_training_scheduler.py
- plugins.py
- ppo_config.py
- ppo_executor.py
- __init__.py
- lora_runtime.py
- task_orchestrator.py
- training_process.py
- __init__.py
- rl_optimizer.py
- task_runner.py
- __init__.py
- ppo_step.py
- verl_converter.py
- verl_executor.py
- __init__.py
- local_store.py
- lora_repo.py
- redis_sft_store.py
- redis_trajectory_store.py
- sft_store.py
- store_factory.py
- training_task_store.py
- trajectory_store.py
- __init__.py
- dataset.py
- proxy.py
- reward.py
- rl_rail.py
- schemas.py
- __init__.py
- evolution_store.py
- manager.py
- skill_package.py
- state.py
- store_archive.py
- store_file.py
- store_projection.py
- store_records.py
- types.py
- __init__.py
- case.py
- case_loader.py
- __init__.py
- jiuwenswarm.py
- __init__.py
- skillsbench.py
- __init__.py
- __init__.py
- base.py
- config.py
- docker_env.py
- models.py
- pipeline.py
- skill_manager.py
- __init__.py
- base.py
- exact_match.py
- llm_as_judge.py
- __init__.py
- evaluator.py
- templates.py
- __init__.py
- archive.py
- common.py
- draft_schema.py
- lifecycle.py
- online_orchestrator.py
- query.py
- rebuild.py
- scorer.py
- skill_experience_manager.py
- submission.py
- tracker.py
- types.py
- __init__.py
- base.py
- instruction_optimizer.py
- templates.py
- __init__.py
- base.py
- __init__.py
- experience_draft_parser.py
- experience_optimizer.py
- templates.py
- tool_call_chain.py
- __init__.py
- base_method.py
- beam_search.py
- callable_fortest.py
- customized_api.py
- customized_eval.py
- customized_pipline.py
- customized_reviewer.py
- default_configs.py
- description_example_method.py
- format.py
- rits.py
- schema_extractor.py
- toolcall_example_method.py
- __init__.py
- base.py
- __init__.py
- base.py
- llm_resilience.py
- __init__.py
- evolution.py
- skill_creation.py
- __init__.py
- evolution.py
- __init__.py
- __init__.py
- base.py
- local_file.py
- __init__.py
- experience_sharer.py
- hub_client.py
- keyword_extractor.py
- share_stager.py
- types.py
- __init__.py
- base.py
- from_conv.py
- from_eval.py
- review_feedback.py
- skill_creation.py
- team.py
- __init__.py
- base.py
- review.py
- skill.py
- __init__.py
- progress.py
- trainer.py
- __init__.py
- builder.py
- extractor.py
- __init__.py
- legacy.py
- legacy_semconv.py
- messages.py
- model.py
- processor.py
- schema.py
- serialization.py
- spans.py
- store.py
- team.py
- __init__.py
- multi_dim.py
- protocol.py
- single_dim.py
- __init__.py
- constant.py
- protocols.py
- types.py
- update_execution.py
- utils.py
- __init__.py
- agent_lifecycle.py
- AGENTS.md
- base.py
- checkpoint.py
- CLAUDE.md
- member.py
- message.py
- stale_task.py
- task_board.py
- team_completion.py
- workflow.py
- __init__.py
- AGENTS.md
- CLAUDE.md
- dispatcher.py
- event_bus.py
- kernel.py
- __init__.py
- AGENTS.md
- CLAUDE.md
- render.py
- review_feedback_evolution.py
- scheduler.py
- verdict.py
- __init__.py
- agent_configurator.py
- AGENTS.md
- blueprint.py
- bridge_inbound_compose.py
- bridge_outbound_wrap.py
- CLAUDE.md
- infra.py
- member.py
- member_activity.py
- member_factory.py
- member_runtime.py
- payload.py
- recovery_manager.py
- resources.py
- session_manager.py
- spawn_manager.py
- state.py
- stream_controller.py
- team_agent.py
- __init__.py
- AGENTS.md
- app.py
- CLAUDE.md
- commands.py
- inbox_sink.py
- routing.py
- spec_loader.py
- state.py
- stream_renderer.py
- tui.py
- agent_swarm_overview.md
- architecture_cn.md
- F_01_coordination-protocol-cleanup.md
- F_02_member-attributed-streaming.md
- F_03_drop-factory-lifecycle-wrappers.md
- F_04_hitt-human-in-the-team.md
- F_05_lifecycle-finalize-relocation.md
- F_06_name-old-session-recover.md
- F_07_bridge-agent.md
- F_07_team-completion-events.md
- F_08_default-team-mode-hybrid.md
- F_09_team-stream-logging.md
- F_10_temporary-leader-clean-team-stream-end.md
- F_11_leader-member-status-tracking.md
- F_12_multicast-full-roster-rejection.md
- F_13_human-agent-send-message.md
- F_14_human-agent-team-event-rendering.md
- F_15_human-agent-role-persistence.md
- F_16_by-model-name-allocator-list-serialisation.md
- F_17_spawn-member-visibility-contract.md
- F_18_hide-human-agent-role-from-teammate.md
- F_19_monitor-hide-dm-switch.md
- F_20_human-agent-mailbox-unread-flip.md
- F_21_external-agent-access.md
- F_21_team-completion-auto-pause.md
- F_21_team-plan.md
- F_22_external-cli-spawn-member-and-mcp-injection.md
- F_23_strict-recipient-match-fold-unknown-mentions.md
- F_24_agent-time-awareness.md
- F_25_external-cli-hardening-and-gemini.md
- F_26_external-access-operator-member-scopes.md
- F_26_spawn-tools-split-by-role.md
- F_27_native-harness-task-loop.md
- F_27_swarmflow-workflow-orchestration.md
- F_28_native-harness-team-adoption.md
- F_29_reliability-framework.md
- F_30_reliability-self-monitor-and-result-aware-repeat.md
- F_31_swarmflow-per-call-model-routing.md
- F_32_declarative-harness-assembly.md
- F_33_spawn-first-start-message-injection.md
- F_34_swarmflow-import-alias-simplification.md
- F_35_native-harness-async-tool-framework.md
- F_36_swarmflow-worker-teamharness-and-run-once.md
- F_37_observability-otel-trace.md
- F_37_swarmflow-stateful-sessions-and-human.md
- F_38_swarmflow-journal-persistence.md
- F_38_team-permission-system.md
- F_38_team-teammate-worktree-isolation-agenttool.md
- F_39_swarmflow-agent-worktree-isolation.md
- F_39_swarmflow-e2e-hardening.md
- F_40_swarmflow-journal-wal-and-program-order.md
- F_41_async-tool-control-and-spill.md
- F_42_swarmflow-tool-claude-code-alignment.md
- F_43_swarmflow-pause-resume.md
- F_44_swarmflow-worker-not-teammate-no-db.md
- F_45_tiny-agent.md
- F_46_info-layering-attachment-and-inbound-xml.md
- F_47_swarmflow-concurrency-governor.md
- F_48_swarmflow-inline-script-execution.md
- F_49_member-desc-prompt-split-and-spec-unification.md
- F_50_hitt-contract-roster-split-and-finish-md-externalization.md
- F_51_external-cli-inbound-xml-and-tag-notice-relocation.md
- F_52_unify-member-roster-and-static-sections.md
- F_53_self-only-stale-nudge-minimal-and-append.md
- F_54_reassign-via-revoke-event-and-one-active-claim.md
- F_55_create-task-atomic-graph-and-depended-by-contract.md
- F_56_task-level-signals-replace-member-cancel.md
- F_57_tool-variants-and-templated-descriptions.md
- F_59_condition-named-task-state-machine-with-verify-gate.md
- F_60_native-harness-pause-abort-resume.md
- F_61_cold-resume-across-stop-start.md
- F_62_scheduled-dispatch-runtime-and-review-voting.md
- F_63_scheduler-message-templating-and-delivery-render.md
- F_64_message-channel-policy-and-content-size-guard.md
- F_65_runtime-idle-clock-stall-nudge.md
- F_66_swarmflow-real-token-budget-enforcement.md
- F_67_intelli-router-allocation-strategy.md
- F_68_member-identity-out-of-prompt-prefix.md
- F_69_cwd-workspace-project-root-separation.md
- F_69_stale-sweep-covers-assigned-unstarted-tasks.md
- F_70_team-context-into-history.md
- F_71_input-batch-hook-and-superseded-board-drop.md
- F_72_nested-team-note-inside-annotated-block.md
- F_73_avatar-controller-channel-separation.md
- F_73_reviewer-feedback-skill-evolution-boundaries.md
- F_73_reviewer-role-split-and-flexible-verification.md
- F_74_leader-member-activity-and-team-idle.md
- F_75_fork-context-inheritance.md
- F_76_fork-checkpoint-persistence.md
- F_76_leader-progressive-policy-disclosure.md
- F_77_team-idle-requires-a-settled-task-board.md
- F_78_steering-batch-quota-hook.md
- F_79_team-scoped-skill-library-and-visibility.md
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