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      "community": 716,
      "norm_label": ".from_dict()"
    },
    {
      "label": "SkillProvenance",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/skillorchestra/types.py",
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      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_skillorchestra_types_skillprovenance",
      "community": 740,
      "norm_label": "skillprovenance"
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      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/skillorchestra/types.py",
      "source_location": "L210",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_skillorchestra_types_skillprovenance_to_dict",
      "community": 740,
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    },
    {
      "label": ".from_dict()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/skillorchestra/types.py",
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      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_skillorchestra_types_skillprovenance_from_dict",
      "community": 740,
      "norm_label": ".from_dict()"
    },
    {
      "label": "Skill",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/skillorchestra/types.py",
      "source_location": "L225",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_skillorchestra_types_skill",
      "community": 812,
      "norm_label": "skill"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/skillorchestra/types.py",
      "source_location": "L237",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_skillorchestra_types_skill_to_dict",
      "community": 740,
      "norm_label": ".to_dict()"
    },
    {
      "label": ".from_dict()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/skillorchestra/types.py",
      "source_location": "L250",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_skillorchestra_types_skill_from_dict",
      "community": 740,
      "norm_label": ".from_dict()"
    },
    {
      "label": ".get_children()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/skillorchestra/types.py",
      "source_location": "L263",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_skillorchestra_types_skill_get_children",
      "community": 812,
      "norm_label": ".get_children()"
    },
    {
      "label": ".is_leaf()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/skillorchestra/types.py",
      "source_location": "L267",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_skillorchestra_types_skill_is_leaf",
      "community": 812,
      "norm_label": ".is_leaf()"
    },
    {
      "label": "AgentProfile",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/skillorchestra/types.py",
      "source_location": "L277",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_skillorchestra_types_agentprofile",
      "community": 661,
      "norm_label": "agentprofile"
    },
    {
      "label": ".get_competence()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/skillorchestra/types.py",
      "source_location": "L296",
      "_origin": "ast",
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      "community": 661,
      "norm_label": ".get_competence()"
    },
    {
      "label": ".get_competence_dist()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/skillorchestra/types.py",
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      "_origin": "ast",
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      "community": 811,
      "norm_label": ".get_competence_dist()"
    },
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      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/skillorchestra/types.py",
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      "_origin": "ast",
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      "norm_label": ".update_competence()"
    },
    {
      "label": ".weighted_competence()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/skillorchestra/types.py",
      "source_location": "L312",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_skillorchestra_types_agentprofile_weighted_competence",
      "community": 661,
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    },
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      "label": ".category_competence()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/skillorchestra/types.py",
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      "_origin": "ast",
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    },
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      "label": ".category_competence_for_skills()",
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      "source_file": "src/openjarvis/agents/hybrid/skillorchestra/types.py",
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    },
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      "file_type": "code",
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      "_origin": "ast",
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      "community": 661,
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    {
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      "label": "Get child skills in the hierarchy.",
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      "_origin": "ast",
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      "community": 812,
      "norm_label": "get child skills in the hierarchy."
    },
    {
      "label": "True if this skill has no children.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/hybrid/skillorchestra/types.py",
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      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_skillorchestra_types_rationale_268",
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    },
    {
      "label": "Agent profile for skill-aware orchestration.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/hybrid/skillorchestra/types.py",
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      "_origin": "ast",
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      "community": 661,
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    },
    {
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      "source_file": "src/openjarvis/agents/hybrid/skillorchestra/types.py",
      "source_location": "L297",
      "_origin": "ast",
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      "community": 661,
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    },
    {
      "label": "Get full Beta distribution for a skill, creating with prior if unseen.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/hybrid/skillorchestra/types.py",
      "source_location": "L303",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_skillorchestra_types_rationale_303",
      "community": 811,
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    },
    {
      "label": "Update competence estimate for a skill.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/hybrid/skillorchestra/types.py",
      "source_location": "L309",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_skillorchestra_types_rationale_309",
      "community": 811,
      "norm_label": "update competence estimate for a skill."
    },
    {
      "label": "Compute weighted competence: sum w_{t,sigma} * alpha/(alpha+beta).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/hybrid/skillorchestra/types.py",
      "source_location": "L315",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_skillorchestra_types_rationale_315",
      "community": 661,
      "norm_label": "compute weighted competence: sum w_{t,sigma} * alpha/(alpha+beta)."
    },
    {
      "label": "Aggregate competence on all skills under a category (skill_id prefix).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/hybrid/skillorchestra/types.py",
      "source_location": "L324",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_skillorchestra_types_rationale_324",
      "community": 661,
      "norm_label": "aggregate competence on all skills under a category (skill_id prefix)."
    },
    {
      "label": "Category-level competence for hierarchical tie-breaking.          Extracts par",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/hybrid/skillorchestra/types.py",
      "source_location": "L340",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_skillorchestra_types_rationale_340",
      "community": 661,
      "norm_label": "category-level competence for hierarchical tie-breaking.          extracts par"
    },
    {
      "label": "Overall success rate (trajectory-level when available, else skill-level).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/hybrid/skillorchestra/types.py",
      "source_location": "L356",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_skillorchestra_types_rationale_356",
      "community": 661,
      "norm_label": "overall success rate (trajectory-level when available, else skill-level)."
    },
    {
      "label": "hybrid/toolorchestra.py",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/toolorchestra.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_toolorchestra",
      "community": 7,
      "norm_label": "hybrid/toolorchestra.py"
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      "label": "_expert_for()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/toolorchestra.py",
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      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_toolorchestra_expert_for",
      "community": 7,
      "norm_label": "_expert_for()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_toolorchestra_py_any",
      "community": 7,
      "norm_label": "any"
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    {
      "label": "_paper_expert_for()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/toolorchestra.py",
      "source_location": "L277",
      "_origin": "ast",
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      "community": 7,
      "norm_label": "_paper_expert_for()"
    },
    {
      "label": "_call_tavily_search()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/toolorchestra.py",
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      "_origin": "ast",
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      "community": 7,
      "norm_label": "_call_tavily_search()"
    },
    {
      "label": "_call_modal_python()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/toolorchestra.py",
      "source_location": "L363",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_toolorchestra_call_modal_python",
      "community": 7,
      "norm_label": "_call_modal_python()"
    },
    {
      "label": "_extract_first_python_block()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/toolorchestra.py",
      "source_location": "L409",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_toolorchestra_extract_first_python_block",
      "community": 7,
      "norm_label": "_extract_first_python_block()"
    },
    {
      "label": "_call_orchestrator_with_tool_calls()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/toolorchestra.py",
      "source_location": "L415",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_toolorchestra_call_orchestrator_with_tool_calls",
      "community": 7,
      "norm_label": "_call_orchestrator_with_tool_calls()"
    },
    {
      "label": "_paper_pool()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/toolorchestra.py",
      "source_location": "L461",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_toolorchestra_paper_pool",
      "community": 7,
      "norm_label": "_paper_pool()"
    },
    {
      "label": "_parse_rl_tool_call()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/toolorchestra.py",
      "source_location": "L523",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_toolorchestra_parse_rl_tool_call",
      "community": 7,
      "norm_label": "_parse_rl_tool_call()"
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      "label": "_build_pool_block()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/toolorchestra.py",
      "source_location": "L561",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_toolorchestra_build_pool_block",
      "community": 7,
      "norm_label": "_build_pool_block()"
    },
    {
      "label": "_build_user_prompt()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/toolorchestra.py",
      "source_location": "L567",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_toolorchestra_build_user_prompt",
      "community": 7,
      "norm_label": "_build_user_prompt()"
    },
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      "label": "_strip_fences()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/toolorchestra.py",
      "source_location": "L592",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_toolorchestra_strip_fences",
      "community": 7,
      "norm_label": "_strip_fences()"
    },
    {
      "label": "_parse_action()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/toolorchestra.py",
      "source_location": "L604",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_toolorchestra_parse_action",
      "community": 7,
      "norm_label": "_parse_action()"
    },
    {
      "label": "_extract_final_answer_text()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/toolorchestra.py",
      "source_location": "L633",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_toolorchestra_extract_final_answer_text",
      "community": 7,
      "norm_label": "_extract_final_answer_text()"
    },
    {
      "label": "_default_pool()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/toolorchestra.py",
      "source_location": "L649",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_toolorchestra_default_pool",
      "community": 7,
      "norm_label": "_default_pool()"
    },
    {
      "label": "_resolve_worker_pool()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/toolorchestra.py",
      "source_location": "L728",
      "_origin": "ast",
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      "community": 7,
      "norm_label": "_resolve_worker_pool()"
    },
    {
      "label": "_call_worker()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/toolorchestra.py",
      "source_location": "L851",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_toolorchestra_call_worker",
      "community": 7,
      "norm_label": "_call_worker()"
    },
    {
      "label": "_swe_call_worker()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/hybrid/toolorchestra.py",
      "source_location": "L938",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_toolorchestra_swe_call_worker",
      "community": 7,
      "norm_label": "_swe_call_worker()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_agents_hybrid_toolorchestra_py_path",
      "community": 7,
      "norm_label": "path"
    },
    {
      "label": "ToolOrchestraAgent",
      "file_type": "code",
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      "norm_label": "loopverdict"
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      "label": "LoopGuard",
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      "_origin": "ast",
      "id": "src_openjarvis_agents_loop_guard_loopguard_python_check",
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      "id": "src_openjarvis_agents_loop_guard_loopguard_is_tool",
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      "_origin": "ast",
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      "_origin": "ast",
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      "norm_label": ".reset()"
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      "_origin": "ast",
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      "norm_label": "._detect_ping_pong()"
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      "_origin": "ast",
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      "norm_label": "._emit_triggered()"
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      "source_location": "L1",
      "_origin": "ast",
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    },
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      "norm_label": "configuration for the loop guard."
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      "norm_label": "result of a loop guard check."
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      "label": "Apply 4-stage context overflow recovery to message list.          Stages:",
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    {
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      "label": "Publish a LOOP_GUARD_TRIGGERED event.",
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      "_origin": "ast",
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      "community": 140,
      "norm_label": "publish a loop_guard_triggered event."
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      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_agents_manager",
      "community": 5,
      "norm_label": "agents/manager.py"
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      "label": "AgentManager",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/manager.py",
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      "_origin": "ast",
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      "norm_label": "agentmanager"
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      "source_location": "L107",
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      "label": "._clear_stale_running_state()",
      "file_type": "code",
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      "source_location": "L151",
      "_origin": "ast",
      "id": "src_openjarvis_agents_manager_agentmanager_clear_stale_running_state",
      "community": 5,
      "norm_label": "._clear_stale_running_state()"
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      "label": ".close()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/manager.py",
      "source_location": "L177",
      "_origin": "ast",
      "id": "src_openjarvis_agents_manager_agentmanager_close",
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      "norm_label": ".close()"
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      "source_location": "L182",
      "_origin": "ast",
      "id": "src_openjarvis_agents_manager_agentmanager_create_agent",
      "community": 5,
      "norm_label": ".create_agent()"
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    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_agents_manager_py_any",
      "community": 5,
      "norm_label": "any"
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    {
      "label": ".list_agents()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/manager.py",
      "source_location": "L211",
      "_origin": "ast",
      "id": "src_openjarvis_agents_manager_agentmanager_list_agents",
      "community": 5,
      "norm_label": ".list_agents()"
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      "source_location": "L219",
      "_origin": "ast",
      "id": "src_openjarvis_agents_manager_agentmanager_get_agent",
      "community": 5,
      "norm_label": ".get_agent()"
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      "source_file": "src/openjarvis/agents/manager.py",
      "source_location": "L225",
      "_origin": "ast",
      "id": "src_openjarvis_agents_manager_agentmanager_update_agent",
      "community": 5,
      "norm_label": ".update_agent()"
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    {
      "label": ".delete_agent()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/manager.py",
      "source_location": "L272",
      "_origin": "ast",
      "id": "src_openjarvis_agents_manager_agentmanager_delete_agent",
      "community": 5,
      "norm_label": ".delete_agent()"
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    {
      "label": ".pause_agent()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/manager.py",
      "source_location": "L275",
      "_origin": "ast",
      "id": "src_openjarvis_agents_manager_agentmanager_pause_agent",
      "community": 5,
      "norm_label": ".pause_agent()"
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    {
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    },
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      "label": "Persistent agent lifecycle manager with SQLite backing.",
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      "label": "._compress_observation()",
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      "_origin": "ast",
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      "label": "._extract_and_store()",
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      "_origin": "ast",
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      "label": "._store_structured()",
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      "_origin": "ast",
      "id": "src_openjarvis_agents_monitor_operative_monitoroperativeagent_store_structured",
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    },
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      "label": "._recall_state()",
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      "_origin": "ast",
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      "_origin": "ast",
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      "label": "._save_session()",
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      "_origin": "ast",
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      "label": "._auto_persist_state()",
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      "source_location": "L738",
      "_origin": "ast",
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      "community": 258,
      "norm_label": "._auto_persist_state()"
    },
    {
      "label": "MonitorOperativeAgent -- long-horizon agent with configurable strategies.  Ext",
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      "source_file": "src/openjarvis/agents/monitor_operative.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_agents_monitor_operative_rationale_1",
      "community": 2,
      "norm_label": "monitoroperativeagent -- long-horizon agent with configurable strategies.  ext"
    },
    {
      "label": "Long-horizon agent with configurable memory, compression, retrieval,     and de",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/monitor_operative.py",
      "source_location": "L86",
      "_origin": "ast",
      "id": "src_openjarvis_agents_monitor_operative_rationale_86",
      "community": 258,
      "norm_label": "long-horizon agent with configurable memory, compression, retrieval,     and de"
    },
    {
      "label": "Execute the agent on *input* with the configured strategies.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/monitor_operative.py",
      "source_location": "L186",
      "_origin": "ast",
      "id": "src_openjarvis_agents_monitor_operative_rationale_186",
      "community": 50,
      "norm_label": "execute the agent on *input* with the configured strategies."
    },
    {
      "label": "Extract tool call from text output.          Supports three formats:",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/monitor_operative.py",
      "source_location": "L404",
      "_origin": "ast",
      "id": "src_openjarvis_agents_monitor_operative_rationale_404",
      "community": 258,
      "norm_label": "extract tool call from text output.          supports three formats:"
    },
    {
      "label": "Build message list with system prompt, session history, and input.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/monitor_operative.py",
      "source_location": "L493",
      "_origin": "ast",
      "id": "src_openjarvis_agents_monitor_operative_rationale_493",
      "community": 50,
      "norm_label": "build message list with system prompt, session history, and input."
    },
    {
      "label": "Build a text description of available tools for the system prompt.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/monitor_operative.py",
      "source_location": "L505",
      "_origin": "ast",
      "id": "src_openjarvis_agents_monitor_operative_rationale_505",
      "community": 50,
      "norm_label": "build a text description of available tools for the system prompt."
    },
    {
      "label": "Compress a tool observation according to the compression strategy.          -",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/monitor_operative.py",
      "source_location": "L517",
      "_origin": "ast",
      "id": "src_openjarvis_agents_monitor_operative_rationale_517",
      "community": 50,
      "norm_label": "compress a tool observation according to the compression strategy.          -"
    },
    {
      "label": "Extract findings from a tool result and store them.          The extraction st",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/monitor_operative.py",
      "source_location": "L552",
      "_origin": "ast",
      "id": "src_openjarvis_agents_monitor_operative_rationale_552",
      "community": 258,
      "norm_label": "extract findings from a tool result and store them.          the extraction st"
    },
    {
      "label": "Extract causal relationships from tool output and store them.          Uses th",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/monitor_operative.py",
      "source_location": "L577",
      "_origin": "ast",
      "id": "src_openjarvis_agents_monitor_operative_rationale_577",
      "community": 258,
      "norm_label": "extract causal relationships from tool output and store them.          uses th"
    },
    {
      "label": "Append content to a scratchpad entry in memory.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/monitor_operative.py",
      "source_location": "L633",
      "_origin": "ast",
      "id": "src_openjarvis_agents_monitor_operative_rationale_633",
      "community": 258,
      "norm_label": "append content to a scratchpad entry in memory."
    },
    {
      "label": "Try to parse JSON from tool output and store structured data.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/monitor_operative.py",
      "source_location": "L650",
      "_origin": "ast",
      "id": "src_openjarvis_agents_monitor_operative_rationale_650",
      "community": 258,
      "norm_label": "try to parse json from tool output and store structured data."
    },
    {
      "label": "Retrieve previous state from memory backend.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/monitor_operative.py",
      "source_location": "L679",
      "_origin": "ast",
      "id": "src_openjarvis_agents_monitor_operative_rationale_679",
      "community": 258,
      "norm_label": "retrieve previous state from memory backend."
    },
    {
      "label": "Load recent session history for this operator.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/monitor_operative.py",
      "source_location": "L695",
      "_origin": "ast",
      "id": "src_openjarvis_agents_monitor_operative_rationale_695",
      "community": 50,
      "norm_label": "load recent session history for this operator."
    },
    {
      "label": "Save the tick's prompt and response to the session store.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/monitor_operative.py",
      "source_location": "L719",
      "_origin": "ast",
      "id": "src_openjarvis_agents_monitor_operative_rationale_719",
      "community": 258,
      "norm_label": "save the tick's prompt and response to the session store."
    },
    {
      "label": "Auto-persist a state summary if agent didn't store explicitly.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/monitor_operative.py",
      "source_location": "L739",
      "_origin": "ast",
      "id": "src_openjarvis_agents_monitor_operative_rationale_739",
      "community": 258,
      "norm_label": "auto-persist a state summary if agent didn't store explicitly."
    },
    {
      "label": "morning_digest.py",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/morning_digest.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_agents_morning_digest",
      "community": 4,
      "norm_label": "morning_digest.py"
    },
    {
      "label": "_load_persona()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/morning_digest.py",
      "source_location": "L20",
      "_origin": "ast",
      "id": "src_openjarvis_agents_morning_digest_load_persona",
      "community": 4,
      "norm_label": "_load_persona()"
    },
    {
      "label": "MorningDigestAgent",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/morning_digest.py",
      "source_location": "L33",
      "_origin": "ast",
      "id": "src_openjarvis_agents_morning_digest_morningdigestagent",
      "community": 4,
      "norm_label": "morningdigestagent"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/morning_digest.py",
      "source_location": "L38",
      "_origin": "ast",
      "id": "src_openjarvis_agents_morning_digest_morningdigestagent_init",
      "community": 4,
      "norm_label": ".__init__()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_agents_morning_digest_py_any",
      "community": 4,
      "norm_label": "any"
    },
    {
      "label": "._build_system_prompt()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/morning_digest.py",
      "source_location": "L53",
      "_origin": "ast",
      "id": "src_openjarvis_agents_morning_digest_morningdigestagent_build_system_prompt",
      "community": 4,
      "norm_label": "._build_system_prompt()"
    },
    {
      "label": "._resolve_sources()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/morning_digest.py",
      "source_location": "L101",
      "_origin": "ast",
      "id": "src_openjarvis_agents_morning_digest_morningdigestagent_resolve_sources",
      "community": 4,
      "norm_label": "._resolve_sources()"
    },
    {
      "label": ".run()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/morning_digest.py",
      "source_location": "L124",
      "_origin": "ast",
      "id": "src_openjarvis_agents_morning_digest_morningdigestagent_run",
      "community": 4,
      "norm_label": ".run()"
    },
    {
      "label": "AgentContext",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_agents_morning_digest_py_agentcontext",
      "community": 4,
      "norm_label": "agentcontext"
    },
    {
      "label": "AgentResult",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_agents_morning_digest_py_agentresult",
      "community": 4,
      "norm_label": "agentresult"
    },
    {
      "label": "Morning Digest Agent \u2014 synthesizes a daily briefing from multiple sources.  Th",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/morning_digest.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_agents_morning_digest_rationale_1",
      "community": 4,
      "norm_label": "morning digest agent \u2014 synthesizes a daily briefing from multiple sources.  th"
    },
    {
      "label": "Load a persona prompt file by name.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/morning_digest.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "src_openjarvis_agents_morning_digest_rationale_21",
      "community": 4,
      "norm_label": "load a persona prompt file by name."
    },
    {
      "label": "Pre-compute a daily digest from configured data sources.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/morning_digest.py",
      "source_location": "L34",
      "_origin": "ast",
      "id": "src_openjarvis_agents_morning_digest_rationale_34",
      "community": 4,
      "norm_label": "pre-compute a daily digest from configured data sources."
    },
    {
      "label": "Assemble the system prompt from persona + briefing structure.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/morning_digest.py",
      "source_location": "L54",
      "_origin": "ast",
      "id": "src_openjarvis_agents_morning_digest_rationale_54",
      "community": 4,
      "norm_label": "assemble the system prompt from persona + briefing structure."
    },
    {
      "label": "Get the list of connector IDs to query.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/morning_digest.py",
      "source_location": "L102",
      "_origin": "ast",
      "id": "src_openjarvis_agents_morning_digest_rationale_102",
      "community": 4,
      "norm_label": "get the list of connector ids to query."
    },
    {
      "label": "native_openhands.py",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/native_openhands.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_openhands",
      "community": 2,
      "norm_label": "native_openhands.py"
    },
    {
      "label": "NativeOpenHandsAgent",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/native_openhands.py",
      "source_location": "L57",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_openhands_nativeopenhandsagent",
      "community": 36,
      "norm_label": "nativeopenhandsagent"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/native_openhands.py",
      "source_location": "L65",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_openhands_nativeopenhandsagent_init",
      "community": 36,
      "norm_label": ".__init__()"
    },
    {
      "label": "InferenceEngine",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_openhands_py_inferenceengine",
      "community": 36,
      "norm_label": "inferenceengine"
    },
    {
      "label": "BaseTool",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_openhands_py_basetool",
      "community": 36,
      "norm_label": "basetool"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_openhands_py_eventbus",
      "community": 36,
      "norm_label": "eventbus"
    },
    {
      "label": "._expand_urls()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/native_openhands.py",
      "source_location": "L91",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_openhands_nativeopenhandsagent_expand_urls",
      "community": 36,
      "norm_label": "._expand_urls()"
    },
    {
      "label": "._truncate_if_needed()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/native_openhands.py",
      "source_location": "L113",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_openhands_nativeopenhandsagent_truncate_if_needed",
      "community": 36,
      "norm_label": "._truncate_if_needed()"
    },
    {
      "label": "Message",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_openhands_py_message",
      "community": 36,
      "norm_label": "message"
    },
    {
      "label": "._strip_tool_call_text()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/native_openhands.py",
      "source_location": "L141",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_openhands_nativeopenhandsagent_strip_tool_call_text",
      "community": 36,
      "norm_label": "._strip_tool_call_text()"
    },
    {
      "label": "._extract_code()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/native_openhands.py",
      "source_location": "L154",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_openhands_nativeopenhandsagent_extract_code",
      "community": 36,
      "norm_label": "._extract_code()"
    },
    {
      "label": "._extract_tool_call()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/native_openhands.py",
      "source_location": "L161",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_openhands_nativeopenhandsagent_extract_tool_call",
      "community": 36,
      "norm_label": "._extract_tool_call()"
    },
    {
      "label": ".run()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/native_openhands.py",
      "source_location": "L218",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_openhands_nativeopenhandsagent_run",
      "community": 36,
      "norm_label": ".run()"
    },
    {
      "label": "AgentContext",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_openhands_py_agentcontext",
      "community": 36,
      "norm_label": "agentcontext"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_openhands_py_any",
      "community": 36,
      "norm_label": "any"
    },
    {
      "label": "AgentResult",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_openhands_py_agentresult",
      "community": 36,
      "norm_label": "agentresult"
    },
    {
      "label": "NativeOpenHandsAgent -- code-execution-centric agent.  Renamed from ``OpenHand",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/native_openhands.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_openhands_rationale_1",
      "community": 2,
      "norm_label": "nativeopenhandsagent -- code-execution-centric agent.  renamed from ``openhand"
    },
    {
      "label": "Native CodeAct agent -- generates and executes Python code.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/native_openhands.py",
      "source_location": "L58",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_openhands_rationale_58",
      "community": 36,
      "norm_label": "native codeact agent -- generates and executes python code."
    },
    {
      "label": "If the user message contains a URL, fetch it and inline the content.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/native_openhands.py",
      "source_location": "L92",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_openhands_rationale_92",
      "community": 36,
      "norm_label": "if the user message contains a url, fetch it and inline the content."
    },
    {
      "label": "Truncate messages if estimated token count exceeds limit.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/native_openhands.py",
      "source_location": "L118",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_openhands_rationale_118",
      "community": 36,
      "norm_label": "truncate messages if estimated token count exceeds limit."
    },
    {
      "label": "Remove raw tool call artifacts from final output.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/native_openhands.py",
      "source_location": "L142",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_openhands_rationale_142",
      "community": 36,
      "norm_label": "remove raw tool call artifacts from final output."
    },
    {
      "label": "Extract Python code from markdown code blocks.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/native_openhands.py",
      "source_location": "L155",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_openhands_rationale_155",
      "community": 36,
      "norm_label": "extract python code from markdown code blocks."
    },
    {
      "label": "Extract tool call from structured output.          Supports two formats:",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/native_openhands.py",
      "source_location": "L162",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_openhands_rationale_162",
      "community": 36,
      "norm_label": "extract tool call from structured output.          supports two formats:"
    },
    {
      "label": "native_react.py",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/native_react.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_react",
      "community": 2,
      "norm_label": "native_react.py"
    },
    {
      "label": "NativeReActAgent",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/native_react.py",
      "source_location": "L57",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_react_nativereactagent",
      "community": 39,
      "norm_label": "nativereactagent"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/native_react.py",
      "source_location": "L65",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_react_nativereactagent_init",
      "community": 39,
      "norm_label": ".__init__()"
    },
    {
      "label": "InferenceEngine",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_react_py_inferenceengine",
      "community": 39,
      "norm_label": "inferenceengine"
    },
    {
      "label": "BaseTool",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_react_py_basetool",
      "community": 39,
      "norm_label": "basetool"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_react_py_eventbus",
      "community": 39,
      "norm_label": "eventbus"
    },
    {
      "label": "._parse_response()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/native_react.py",
      "source_location": "L92",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_react_nativereactagent_parse_response",
      "community": 50,
      "norm_label": "._parse_response()"
    },
    {
      "label": ".run()",
      "file_type": "code",
      "source_file": "src/openjarvis/agents/native_react.py",
      "source_location": "L128",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_react_nativereactagent_run",
      "community": 50,
      "norm_label": ".run()"
    },
    {
      "label": "AgentContext",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_react_py_agentcontext",
      "community": 50,
      "norm_label": "agentcontext"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_react_py_any",
      "community": 50,
      "norm_label": "any"
    },
    {
      "label": "AgentResult",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_react_py_agentresult",
      "community": 50,
      "norm_label": "agentresult"
    },
    {
      "label": "NativeReActAgent -- Thought-Action-Observation loop agent.  Renamed from ``ReA",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/native_react.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_react_rationale_1",
      "community": 2,
      "norm_label": "nativereactagent -- thought-action-observation loop agent.  renamed from ``rea"
    },
    {
      "label": "ReAct agent: Thought -> Action -> Observation loop.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/agents/native_react.py",
      "source_location": "L58",
      "_origin": "ast",
      "id": "src_openjarvis_agents_native_react_rationale_58",
      "community": 39,
      "norm_label": "react agent: thought -> action -> observation loop."
    },
    {
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      "label": "_percentile()",
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      "norm_label": "sessionaggregator"
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      "label": "._touch()",
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      "label": ".end_session()",
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      "label": "._emit()",
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      "norm_label": "._emit()"
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      "label": "._flush_idle_loop()",
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      "label": ".shutdown()",
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      "norm_label": ".shutdown()"
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      "label": "Per-session aggregator \u2014 turns many internal events into one analytics event.",
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    },
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      "label": ".capture()",
      "file_type": "code",
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      "norm_label": "analytics/events.py"
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      "norm_label": "eventspec"
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      "file_type": "code",
      "source_file": "src/openjarvis/analytics/events.py",
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      "norm_label": "_is_bool()"
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      "file_type": "code",
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      "label": "_is_int_nonneg()",
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      "source_file": "src/openjarvis/analytics/events.py",
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      "_origin": "ast",
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      "source_file": "src/openjarvis/analytics/events.py",
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      "norm_label": "_is_number_nonneg()"
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      "_origin": "ast",
      "id": "src_openjarvis_analytics_events_is_short_str",
      "community": 520,
      "norm_label": "_is_short_str()"
    },
    {
      "label": "_is_med_str()",
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      "source_file": "src/openjarvis/analytics/events.py",
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      "label": "_is_hash16()",
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      "norm_label": "_is_hash16()"
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      "label": "_is_one_of()",
      "file_type": "code",
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      "_origin": "ast",
      "id": "src_openjarvis_analytics_events_is_one_of",
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      "norm_label": "known_event_names()"
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      "community": 520,
      "norm_label": "sha256 prefix, 16 hex chars \u2014 used for hashed model/tool identifiers."
    },
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      "file_type": "rationale",
      "source_file": "src/openjarvis/analytics/events.py",
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      "community": 307,
      "norm_label": "return cleaned properties or ``none`` if the event name is unknown.      unkno"
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      "label": "All event names declared in the catalog (for docs and tests).",
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      "norm_label": "identity.py"
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      "label": "get_or_create_anon_id()",
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      "source_location": "",
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      "_origin": "ast",
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      "norm_label": "reset_anon_id()"
    },
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      "label": "is_analytics_enabled()",
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      "source_location": "L47",
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      "community": 372,
      "norm_label": "is_analytics_enabled()"
    },
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      "label": "Anonymous identity for external analytics.  One UUID v4 per install, persisted",
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      "source_file": "src/openjarvis/analytics/identity.py",
      "source_location": "L1",
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      "community": 372,
      "norm_label": "anonymous identity for external analytics.  one uuid v4 per install, persisted"
    },
    {
      "label": "Return the persisted anon ID, generating one on first call.      Idempotent ac",
      "file_type": "rationale",
      "source_file": "src/openjarvis/analytics/identity.py",
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      "_origin": "ast",
      "id": "src_openjarvis_analytics_identity_rationale_19",
      "community": 372,
      "norm_label": "return the persisted anon id, generating one on first call.      idempotent ac"
    },
    {
      "label": "Delete the persisted ID and generate a fresh one (privacy reset).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/analytics/identity.py",
      "source_location": "L40",
      "_origin": "ast",
      "id": "src_openjarvis_analytics_identity_rationale_40",
      "community": 372,
      "norm_label": "delete the persisted id and generate a fresh one (privacy reset)."
    },
    {
      "label": "Return True if analytics is enabled in config.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/analytics/identity.py",
      "source_location": "L48",
      "_origin": "ast",
      "id": "src_openjarvis_analytics_identity_rationale_48",
      "community": 372,
      "norm_label": "return true if analytics is enabled in config."
    },
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      "file_type": "code",
      "source_file": "src/openjarvis/analytics/redaction.py",
      "source_location": "L1",
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      "id": "src_openjarvis_analytics_redaction",
      "community": 372,
      "norm_label": "redaction.py"
    },
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      "label": "looks_like_pii()",
      "file_type": "code",
      "source_file": "src/openjarvis/analytics/redaction.py",
      "source_location": "L61",
      "_origin": "ast",
      "id": "src_openjarvis_analytics_redaction_looks_like_pii",
      "community": 307,
      "norm_label": "looks_like_pii()"
    },
    {
      "label": "redact()",
      "file_type": "code",
      "source_file": "src/openjarvis/analytics/redaction.py",
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      "_origin": "ast",
      "id": "src_openjarvis_analytics_redaction_redact",
      "community": 307,
      "norm_label": "redact()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_analytics_redaction_py_any",
      "community": 307,
      "norm_label": "any"
    },
    {
      "label": "hash_id()",
      "file_type": "code",
      "source_file": "src/openjarvis/analytics/redaction.py",
      "source_location": "L94",
      "_origin": "ast",
      "id": "src_openjarvis_analytics_redaction_hash_id",
      "community": 813,
      "norm_label": "hash_id()"
    },
    {
      "label": "PII redaction for analytics property values.  This is the value-level half of",
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      "source_file": "src/openjarvis/analytics/redaction.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_analytics_redaction_rationale_1",
      "community": 372,
      "norm_label": "pii redaction for analytics property values.  this is the value-level half of"
    },
    {
      "label": "Return True if any PII pattern matches anywhere in ``s``.",
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      "source_file": "src/openjarvis/analytics/redaction.py",
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      "_origin": "ast",
      "id": "src_openjarvis_analytics_redaction_rationale_62",
      "community": 307,
      "norm_label": "return true if any pii pattern matches anywhere in ``s``."
    },
    {
      "label": "Return a copy of ``properties`` with PII-bearing string values dropped.      N",
      "file_type": "rationale",
      "source_file": "src/openjarvis/analytics/redaction.py",
      "source_location": "L70",
      "_origin": "ast",
      "id": "src_openjarvis_analytics_redaction_rationale_70",
      "community": 307,
      "norm_label": "return a copy of ``properties`` with pii-bearing string values dropped.      n"
    },
    {
      "label": "Return a 16-char sha256 prefix of ``s``.      Used for model / tool / connecto",
      "file_type": "rationale",
      "source_file": "src/openjarvis/analytics/redaction.py",
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    {
      "label": "Native Discord channel adapter using the Discord REST API.      Parameters",
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    {
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    {
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    {
      "label": "Send a message to a Discord channel via REST API.",
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    {
      "label": "Return the current connection status.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/discord_channel.py",
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      "_origin": "ast",
      "id": "src_openjarvis_channels_discord_channel_rationale_140",
      "community": 199,
      "norm_label": "return the current connection status."
    },
    {
      "label": "Return available channel identifiers.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/discord_channel.py",
      "source_location": "L144",
      "_origin": "ast",
      "id": "src_openjarvis_channels_discord_channel_rationale_144",
      "community": 199,
      "norm_label": "return available channel identifiers."
    },
    {
      "label": "Register a callback for incoming messages.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/discord_channel.py",
      "source_location": "L148",
      "_origin": "ast",
      "id": "src_openjarvis_channels_discord_channel_rationale_148",
      "community": 199,
      "norm_label": "register a callback for incoming messages."
    },
    {
      "label": "Run the discord.py client in a background thread.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/discord_channel.py",
      "source_location": "L154",
      "_origin": "ast",
      "id": "src_openjarvis_channels_discord_channel_rationale_154",
      "community": 199,
      "norm_label": "run the discord.py client in a background thread."
    },
    {
      "label": "Publish a CHANNEL_MESSAGE_SENT event on the bus.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/discord_channel.py",
      "source_location": "L199",
      "_origin": "ast",
      "id": "src_openjarvis_channels_discord_channel_rationale_199",
      "community": 199,
      "norm_label": "publish a channel_message_sent event on the bus."
    },
    {
      "label": "email_channel.py",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/email_channel.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_email_channel",
      "community": 8,
      "norm_label": "email_channel.py"
    },
    {
      "label": "EmailChannel",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/email_channel.py",
      "source_location": "L25",
      "_origin": "ast",
      "id": "src_openjarvis_channels_email_channel_emailchannel",
      "community": 200,
      "norm_label": "emailchannel"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/email_channel.py",
      "source_location": "L50",
      "_origin": "ast",
      "id": "src_openjarvis_channels_email_channel_emailchannel_init",
      "community": 200,
      "norm_label": ".__init__()"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_email_channel_py_eventbus",
      "community": 200,
      "norm_label": "eventbus"
    },
    {
      "label": ".connect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/email_channel.py",
      "source_location": "L77",
      "_origin": "ast",
      "id": "src_openjarvis_channels_email_channel_emailchannel_connect",
      "community": 200,
      "norm_label": ".connect()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/email_channel.py",
      "source_location": "L97",
      "_origin": "ast",
      "id": "src_openjarvis_channels_email_channel_emailchannel_disconnect",
      "community": 200,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".send()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/email_channel.py",
      "source_location": "L107",
      "_origin": "ast",
      "id": "src_openjarvis_channels_email_channel_emailchannel_send",
      "community": 200,
      "norm_label": ".send()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_email_channel_py_any",
      "community": 200,
      "norm_label": "any"
    },
    {
      "label": ".status()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/email_channel.py",
      "source_location": "L148",
      "_origin": "ast",
      "id": "src_openjarvis_channels_email_channel_emailchannel_status",
      "community": 200,
      "norm_label": ".status()"
    },
    {
      "label": ".list_channels()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/email_channel.py",
      "source_location": "L152",
      "_origin": "ast",
      "id": "src_openjarvis_channels_email_channel_emailchannel_list_channels",
      "community": 200,
      "norm_label": ".list_channels()"
    },
    {
      "label": ".on_message()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/email_channel.py",
      "source_location": "L156",
      "_origin": "ast",
      "id": "src_openjarvis_channels_email_channel_emailchannel_on_message",
      "community": 200,
      "norm_label": ".on_message()"
    },
    {
      "label": "ChannelHandler",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_email_channel_py_channelhandler",
      "community": 200,
      "norm_label": "channelhandler"
    },
    {
      "label": "._imap_poll_loop()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/email_channel.py",
      "source_location": "L162",
      "_origin": "ast",
      "id": "src_openjarvis_channels_email_channel_emailchannel_imap_poll_loop",
      "community": 200,
      "norm_label": "._imap_poll_loop()"
    },
    {
      "label": "._publish_sent()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/email_channel.py",
      "source_location": "L230",
      "_origin": "ast",
      "id": "src_openjarvis_channels_email_channel_emailchannel_publish_sent",
      "community": 200,
      "norm_label": "._publish_sent()"
    },
    {
      "label": "EmailChannel \u2014 SMTP/IMAP email adapter (stdlib only, zero extra deps).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/email_channel.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_email_channel_rationale_1",
      "community": 8,
      "norm_label": "emailchannel \u2014 smtp/imap email adapter (stdlib only, zero extra deps)."
    },
    {
      "label": "Email channel adapter using stdlib ``smtplib`` and ``imaplib``.      Parameter",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/email_channel.py",
      "source_location": "L26",
      "_origin": "ast",
      "id": "src_openjarvis_channels_email_channel_rationale_26",
      "community": 200,
      "norm_label": "email channel adapter using stdlib ``smtplib`` and ``imaplib``.      parameter"
    },
    {
      "label": "Start IMAP polling for incoming messages (if configured).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/email_channel.py",
      "source_location": "L78",
      "_origin": "ast",
      "id": "src_openjarvis_channels_email_channel_rationale_78",
      "community": 200,
      "norm_label": "start imap polling for incoming messages (if configured)."
    },
    {
      "label": "Stop the IMAP listener thread.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/email_channel.py",
      "source_location": "L98",
      "_origin": "ast",
      "id": "src_openjarvis_channels_email_channel_rationale_98",
      "community": 200,
      "norm_label": "stop the imap listener thread."
    },
    {
      "label": "Send an email via SMTP. ``channel`` is the recipient address.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/email_channel.py",
      "source_location": "L115",
      "_origin": "ast",
      "id": "src_openjarvis_channels_email_channel_rationale_115",
      "community": 200,
      "norm_label": "send an email via smtp. ``channel`` is the recipient address."
    },
    {
      "label": "Return the current connection status.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/email_channel.py",
      "source_location": "L149",
      "_origin": "ast",
      "id": "src_openjarvis_channels_email_channel_rationale_149",
      "community": 200,
      "norm_label": "return the current connection status."
    },
    {
      "label": "Return available channel identifiers.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/email_channel.py",
      "source_location": "L153",
      "_origin": "ast",
      "id": "src_openjarvis_channels_email_channel_rationale_153",
      "community": 200,
      "norm_label": "return available channel identifiers."
    },
    {
      "label": "Register a callback for incoming email messages.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/email_channel.py",
      "source_location": "L157",
      "_origin": "ast",
      "id": "src_openjarvis_channels_email_channel_rationale_157",
      "community": 200,
      "norm_label": "register a callback for incoming email messages."
    },
    {
      "label": "Poll IMAP INBOX for new messages.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/email_channel.py",
      "source_location": "L163",
      "_origin": "ast",
      "id": "src_openjarvis_channels_email_channel_rationale_163",
      "community": 200,
      "norm_label": "poll imap inbox for new messages."
    },
    {
      "label": "Publish a CHANNEL_MESSAGE_SENT event on the bus.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/email_channel.py",
      "source_location": "L231",
      "_origin": "ast",
      "id": "src_openjarvis_channels_email_channel_rationale_231",
      "community": 200,
      "norm_label": "publish a channel_message_sent event on the bus."
    },
    {
      "label": "feishu.py",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/feishu.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_feishu",
      "community": 8,
      "norm_label": "feishu.py"
    },
    {
      "label": "FeishuChannel",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/feishu.py",
      "source_location": "L22",
      "_origin": "ast",
      "id": "src_openjarvis_channels_feishu_feishuchannel",
      "community": 236,
      "norm_label": "feishuchannel"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/feishu.py",
      "source_location": "L37",
      "_origin": "ast",
      "id": "src_openjarvis_channels_feishu_feishuchannel_init",
      "community": 236,
      "norm_label": ".__init__()"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_feishu_py_eventbus",
      "community": 236,
      "norm_label": "eventbus"
    },
    {
      "label": ".connect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/feishu.py",
      "source_location": "L52",
      "_origin": "ast",
      "id": "src_openjarvis_channels_feishu_feishuchannel_connect",
      "community": 236,
      "norm_label": ".connect()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/feishu.py",
      "source_location": "L60",
      "_origin": "ast",
      "id": "src_openjarvis_channels_feishu_feishuchannel_disconnect",
      "community": 236,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".send()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/feishu.py",
      "source_location": "L66",
      "_origin": "ast",
      "id": "src_openjarvis_channels_feishu_feishuchannel_send",
      "community": 236,
      "norm_label": ".send()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_feishu_py_any",
      "community": 236,
      "norm_label": "any"
    },
    {
      "label": ".status()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/feishu.py",
      "source_location": "L138",
      "_origin": "ast",
      "id": "src_openjarvis_channels_feishu_feishuchannel_status",
      "community": 236,
      "norm_label": ".status()"
    },
    {
      "label": ".list_channels()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/feishu.py",
      "source_location": "L142",
      "_origin": "ast",
      "id": "src_openjarvis_channels_feishu_feishuchannel_list_channels",
      "community": 236,
      "norm_label": ".list_channels()"
    },
    {
      "label": ".on_message()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/feishu.py",
      "source_location": "L146",
      "_origin": "ast",
      "id": "src_openjarvis_channels_feishu_feishuchannel_on_message",
      "community": 236,
      "norm_label": ".on_message()"
    },
    {
      "label": "ChannelHandler",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_feishu_py_channelhandler",
      "community": 236,
      "norm_label": "channelhandler"
    },
    {
      "label": "._publish_sent()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/feishu.py",
      "source_location": "L152",
      "_origin": "ast",
      "id": "src_openjarvis_channels_feishu_feishuchannel_publish_sent",
      "community": 236,
      "norm_label": "._publish_sent()"
    },
    {
      "label": "FeishuChannel \u2014 Feishu (Lark) adapter.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/feishu.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_feishu_rationale_1",
      "community": 8,
      "norm_label": "feishuchannel \u2014 feishu (lark) adapter."
    },
    {
      "label": "Feishu (Lark) channel adapter.      Parameters     ----------     app_id:",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/feishu.py",
      "source_location": "L23",
      "_origin": "ast",
      "id": "src_openjarvis_channels_feishu_rationale_23",
      "community": 236,
      "norm_label": "feishu (lark) channel adapter.      parameters     ----------     app_id:"
    },
    {
      "label": "Mark as connected (send-only \u2014 no persistent connection).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/feishu.py",
      "source_location": "L53",
      "_origin": "ast",
      "id": "src_openjarvis_channels_feishu_rationale_53",
      "community": 236,
      "norm_label": "mark as connected (send-only \u2014 no persistent connection)."
    },
    {
      "label": "Mark as disconnected.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/feishu.py",
      "source_location": "L61",
      "_origin": "ast",
      "id": "src_openjarvis_channels_feishu_rationale_61",
      "community": 236,
      "norm_label": "mark as disconnected."
    },
    {
      "label": "Send a message to a Feishu chat via the Open API.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/feishu.py",
      "source_location": "L74",
      "_origin": "ast",
      "id": "src_openjarvis_channels_feishu_rationale_74",
      "community": 236,
      "norm_label": "send a message to a feishu chat via the open api."
    },
    {
      "label": "Return the current connection status.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/feishu.py",
      "source_location": "L139",
      "_origin": "ast",
      "id": "src_openjarvis_channels_feishu_rationale_139",
      "community": 236,
      "norm_label": "return the current connection status."
    },
    {
      "label": "Return available channel identifiers.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/feishu.py",
      "source_location": "L143",
      "_origin": "ast",
      "id": "src_openjarvis_channels_feishu_rationale_143",
      "community": 236,
      "norm_label": "return available channel identifiers."
    },
    {
      "label": "Register a callback for incoming messages.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/feishu.py",
      "source_location": "L147",
      "_origin": "ast",
      "id": "src_openjarvis_channels_feishu_rationale_147",
      "community": 236,
      "norm_label": "register a callback for incoming messages."
    },
    {
      "label": "Publish a CHANNEL_MESSAGE_SENT event on the bus.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/feishu.py",
      "source_location": "L153",
      "_origin": "ast",
      "id": "src_openjarvis_channels_feishu_rationale_153",
      "community": 236,
      "norm_label": "publish a channel_message_sent event on the bus."
    },
    {
      "label": "channels/gmail.py",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/gmail.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_gmail",
      "community": 8,
      "norm_label": "channels/gmail.py"
    },
    {
      "label": "GmailChannel",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/gmail.py",
      "source_location": "L25",
      "_origin": "ast",
      "id": "src_openjarvis_channels_gmail_gmailchannel",
      "community": 149,
      "norm_label": "gmailchannel"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/gmail.py",
      "source_location": "L46",
      "_origin": "ast",
      "id": "src_openjarvis_channels_gmail_gmailchannel_init",
      "community": 149,
      "norm_label": ".__init__()"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_gmail_py_eventbus",
      "community": 149,
      "norm_label": "eventbus"
    },
    {
      "label": ".connect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/gmail.py",
      "source_location": "L74",
      "_origin": "ast",
      "id": "src_openjarvis_channels_gmail_gmailchannel_connect",
      "community": 149,
      "norm_label": ".connect()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/gmail.py",
      "source_location": "L141",
      "_origin": "ast",
      "id": "src_openjarvis_channels_gmail_gmailchannel_disconnect",
      "community": 149,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".send()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/gmail.py",
      "source_location": "L152",
      "_origin": "ast",
      "id": "src_openjarvis_channels_gmail_gmailchannel_send",
      "community": 149,
      "norm_label": ".send()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_gmail_py_any",
      "community": 149,
      "norm_label": "any"
    },
    {
      "label": ".status()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/gmail.py",
      "source_location": "L193",
      "_origin": "ast",
      "id": "src_openjarvis_channels_gmail_gmailchannel_status",
      "community": 149,
      "norm_label": ".status()"
    },
    {
      "label": ".list_channels()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/gmail.py",
      "source_location": "L199",
      "_origin": "ast",
      "id": "src_openjarvis_channels_gmail_gmailchannel_list_channels",
      "community": 149,
      "norm_label": ".list_channels()"
    },
    {
      "label": ".on_message()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/gmail.py",
      "source_location": "L203",
      "_origin": "ast",
      "id": "src_openjarvis_channels_gmail_gmailchannel_on_message",
      "community": 149,
      "norm_label": ".on_message()"
    },
    {
      "label": "ChannelHandler",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_gmail_py_channelhandler",
      "community": 149,
      "norm_label": "channelhandler"
    },
    {
      "label": "._poll_loop()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/gmail.py",
      "source_location": "L209",
      "_origin": "ast",
      "id": "src_openjarvis_channels_gmail_gmailchannel_poll_loop",
      "community": 149,
      "norm_label": "._poll_loop()"
    },
    {
      "label": "._publish_sent()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/gmail.py",
      "source_location": "L292",
      "_origin": "ast",
      "id": "src_openjarvis_channels_gmail_gmailchannel_publish_sent",
      "community": 149,
      "norm_label": "._publish_sent()"
    },
    {
      "label": "GmailChannel \u2014 native Gmail API adapter using OAuth2.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/gmail.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_gmail_rationale_1",
      "community": 8,
      "norm_label": "gmailchannel \u2014 native gmail api adapter using oauth2."
    },
    {
      "label": "Native Gmail channel adapter using the Gmail API with OAuth2.      Parameters",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/gmail.py",
      "source_location": "L26",
      "_origin": "ast",
      "id": "src_openjarvis_channels_gmail_rationale_26",
      "community": 149,
      "norm_label": "native gmail channel adapter using the gmail api with oauth2.      parameters"
    },
    {
      "label": "Load OAuth2 credentials and build the Gmail API service.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/gmail.py",
      "source_location": "L75",
      "_origin": "ast",
      "id": "src_openjarvis_channels_gmail_rationale_75",
      "community": 149,
      "norm_label": "load oauth2 credentials and build the gmail api service."
    },
    {
      "label": "Stop the polling thread and clear the service.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/gmail.py",
      "source_location": "L142",
      "_origin": "ast",
      "id": "src_openjarvis_channels_gmail_rationale_142",
      "community": 149,
      "norm_label": "stop the polling thread and clear the service."
    },
    {
      "label": "Send an email via the Gmail API.          ``channel`` is the recipient email a",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/gmail.py",
      "source_location": "L160",
      "_origin": "ast",
      "id": "src_openjarvis_channels_gmail_rationale_160",
      "community": 149,
      "norm_label": "send an email via the gmail api.          ``channel`` is the recipient email a"
    },
    {
      "label": "Return the current connection status.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/gmail.py",
      "source_location": "L194",
      "_origin": "ast",
      "id": "src_openjarvis_channels_gmail_rationale_194",
      "community": 149,
      "norm_label": "return the current connection status."
    },
    {
      "label": "Return available channel identifiers.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/gmail.py",
      "source_location": "L200",
      "_origin": "ast",
      "id": "src_openjarvis_channels_gmail_rationale_200",
      "community": 149,
      "norm_label": "return available channel identifiers."
    },
    {
      "label": "Register a callback for incoming Gmail messages.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/gmail.py",
      "source_location": "L204",
      "_origin": "ast",
      "id": "src_openjarvis_channels_gmail_rationale_204",
      "community": 149,
      "norm_label": "register a callback for incoming gmail messages."
    },
    {
      "label": "Poll Gmail inbox for unread messages.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/gmail.py",
      "source_location": "L210",
      "_origin": "ast",
      "id": "src_openjarvis_channels_gmail_rationale_210",
      "community": 149,
      "norm_label": "poll gmail inbox for unread messages."
    },
    {
      "label": "Publish a CHANNEL_MESSAGE_SENT event on the bus.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/gmail.py",
      "source_location": "L293",
      "_origin": "ast",
      "id": "src_openjarvis_channels_gmail_rationale_293",
      "community": 149,
      "norm_label": "publish a channel_message_sent event on the bus."
    },
    {
      "label": "google_chat.py",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/google_chat.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_google_chat",
      "community": 8,
      "norm_label": "google_chat.py"
    },
    {
      "label": "GoogleChatChannel",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/google_chat.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "src_openjarvis_channels_google_chat_googlechatchannel",
      "community": 237,
      "norm_label": "googlechatchannel"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/google_chat.py",
      "source_location": "L35",
      "_origin": "ast",
      "id": "src_openjarvis_channels_google_chat_googlechatchannel_init",
      "community": 237,
      "norm_label": ".__init__()"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_google_chat_py_eventbus",
      "community": 237,
      "norm_label": "eventbus"
    },
    {
      "label": ".connect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/google_chat.py",
      "source_location": "L51",
      "_origin": "ast",
      "id": "src_openjarvis_channels_google_chat_googlechatchannel_connect",
      "community": 237,
      "norm_label": ".connect()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/google_chat.py",
      "source_location": "L59",
      "_origin": "ast",
      "id": "src_openjarvis_channels_google_chat_googlechatchannel_disconnect",
      "community": 237,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".send()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/google_chat.py",
      "source_location": "L65",
      "_origin": "ast",
      "id": "src_openjarvis_channels_google_chat_googlechatchannel_send",
      "community": 237,
      "norm_label": ".send()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_google_chat_py_any",
      "community": 237,
      "norm_label": "any"
    },
    {
      "label": ".status()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/google_chat.py",
      "source_location": "L100",
      "_origin": "ast",
      "id": "src_openjarvis_channels_google_chat_googlechatchannel_status",
      "community": 237,
      "norm_label": ".status()"
    },
    {
      "label": ".list_channels()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/google_chat.py",
      "source_location": "L104",
      "_origin": "ast",
      "id": "src_openjarvis_channels_google_chat_googlechatchannel_list_channels",
      "community": 237,
      "norm_label": ".list_channels()"
    },
    {
      "label": ".on_message()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/google_chat.py",
      "source_location": "L108",
      "_origin": "ast",
      "id": "src_openjarvis_channels_google_chat_googlechatchannel_on_message",
      "community": 237,
      "norm_label": ".on_message()"
    },
    {
      "label": "ChannelHandler",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_google_chat_py_channelhandler",
      "community": 237,
      "norm_label": "channelhandler"
    },
    {
      "label": "._publish_sent()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/google_chat.py",
      "source_location": "L114",
      "_origin": "ast",
      "id": "src_openjarvis_channels_google_chat_googlechatchannel_publish_sent",
      "community": 237,
      "norm_label": "._publish_sent()"
    },
    {
      "label": "GoogleChatChannel \u2014 Google Chat webhook adapter.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/google_chat.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_google_chat_rationale_1",
      "community": 8,
      "norm_label": "googlechatchannel \u2014 google chat webhook adapter."
    },
    {
      "label": "Google Chat webhook channel adapter (send-only).      Parameters     --------",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/google_chat.py",
      "source_location": "L22",
      "_origin": "ast",
      "id": "src_openjarvis_channels_google_chat_rationale_22",
      "community": 237,
      "norm_label": "google chat webhook channel adapter (send-only).      parameters     --------"
    },
    {
      "label": "Mark as connected (send-only \u2014 no persistent connection).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/google_chat.py",
      "source_location": "L52",
      "_origin": "ast",
      "id": "src_openjarvis_channels_google_chat_rationale_52",
      "community": 237,
      "norm_label": "mark as connected (send-only \u2014 no persistent connection)."
    },
    {
      "label": "Mark as disconnected.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/google_chat.py",
      "source_location": "L60",
      "_origin": "ast",
      "id": "src_openjarvis_channels_google_chat_rationale_60",
      "community": 237,
      "norm_label": "mark as disconnected."
    },
    {
      "label": "Send a message to Google Chat via the configured webhook URL.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/google_chat.py",
      "source_location": "L73",
      "_origin": "ast",
      "id": "src_openjarvis_channels_google_chat_rationale_73",
      "community": 237,
      "norm_label": "send a message to google chat via the configured webhook url."
    },
    {
      "label": "Return the current connection status.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/google_chat.py",
      "source_location": "L101",
      "_origin": "ast",
      "id": "src_openjarvis_channels_google_chat_rationale_101",
      "community": 237,
      "norm_label": "return the current connection status."
    },
    {
      "label": "Return available channel identifiers.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/google_chat.py",
      "source_location": "L105",
      "_origin": "ast",
      "id": "src_openjarvis_channels_google_chat_rationale_105",
      "community": 237,
      "norm_label": "return available channel identifiers."
    },
    {
      "label": "Register a callback for incoming messages.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/google_chat.py",
      "source_location": "L109",
      "_origin": "ast",
      "id": "src_openjarvis_channels_google_chat_rationale_109",
      "community": 237,
      "norm_label": "register a callback for incoming messages."
    },
    {
      "label": "Publish a CHANNEL_MESSAGE_SENT event on the bus.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/google_chat.py",
      "source_location": "L115",
      "_origin": "ast",
      "id": "src_openjarvis_channels_google_chat_rationale_115",
      "community": 237,
      "norm_label": "publish a channel_message_sent event on the bus."
    },
    {
      "label": "imessage_daemon.py",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/imessage_daemon.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_imessage_daemon",
      "community": 11,
      "norm_label": "imessage_daemon.py"
    },
    {
      "label": "poll_new_messages()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/imessage_daemon.py",
      "source_location": "L28",
      "_origin": "ast",
      "id": "src_openjarvis_channels_imessage_daemon_poll_new_messages",
      "community": 693,
      "norm_label": "poll_new_messages()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_imessage_daemon_py_any",
      "community": 693,
      "norm_label": "any"
    },
    {
      "label": "send_imessage()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/imessage_daemon.py",
      "source_location": "L60",
      "_origin": "ast",
      "id": "src_openjarvis_channels_imessage_daemon_send_imessage",
      "community": 119,
      "norm_label": "send_imessage()"
    },
    {
      "label": "run_daemon()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/imessage_daemon.py",
      "source_location": "L103",
      "_origin": "ast",
      "id": "src_openjarvis_channels_imessage_daemon_run_daemon",
      "community": 11,
      "norm_label": "run_daemon()"
    },
    {
      "label": "_get_max_rowid()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/imessage_daemon.py",
      "source_location": "L166",
      "_origin": "ast",
      "id": "src_openjarvis_channels_imessage_daemon_get_max_rowid",
      "community": 11,
      "norm_label": "_get_max_rowid()"
    },
    {
      "label": "is_running()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/imessage_daemon.py",
      "source_location": "L177",
      "_origin": "ast",
      "id": "src_openjarvis_channels_imessage_daemon_is_running",
      "community": 11,
      "norm_label": "is_running()"
    },
    {
      "label": "stop_daemon()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/imessage_daemon.py",
      "source_location": "L191",
      "_origin": "ast",
      "id": "src_openjarvis_channels_imessage_daemon_stop_daemon",
      "community": 11,
      "norm_label": "stop_daemon()"
    },
    {
      "label": "iMessage daemon \u2014 polls chat.db and routes to DeepResearchAgent.  Monitors a d",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/imessage_daemon.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_imessage_daemon_rationale_1",
      "community": 11,
      "norm_label": "imessage daemon \u2014 polls chat.db and routes to deepresearchagent.  monitors a d"
    },
    {
      "label": "Return new incoming messages since last_rowid.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/imessage_daemon.py",
      "source_location": "L34",
      "_origin": "ast",
      "id": "src_openjarvis_channels_imessage_daemon_rationale_34",
      "community": 693,
      "norm_label": "return new incoming messages since last_rowid."
    },
    {
      "label": "Send an iMessage via AppleScript.      ``chat_identifier`` is the recipient ha",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/imessage_daemon.py",
      "source_location": "L61",
      "_origin": "ast",
      "id": "src_openjarvis_channels_imessage_daemon_rationale_61",
      "community": 119,
      "norm_label": "send an imessage via applescript.      ``chat_identifier`` is the recipient ha"
    },
    {
      "label": "Run the iMessage polling daemon.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/imessage_daemon.py",
      "source_location": "L111",
      "_origin": "ast",
      "id": "src_openjarvis_channels_imessage_daemon_rationale_111",
      "community": 11,
      "norm_label": "run the imessage polling daemon."
    },
    {
      "label": "Get the current max ROWID from chat.db.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/imessage_daemon.py",
      "source_location": "L167",
      "_origin": "ast",
      "id": "src_openjarvis_channels_imessage_daemon_rationale_167",
      "community": 11,
      "norm_label": "get the current max rowid from chat.db."
    },
    {
      "label": "Check if the daemon is currently running.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/imessage_daemon.py",
      "source_location": "L178",
      "_origin": "ast",
      "id": "src_openjarvis_channels_imessage_daemon_rationale_178",
      "community": 11,
      "norm_label": "check if the daemon is currently running."
    },
    {
      "label": "Stop the running daemon. Returns True if stopped.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/imessage_daemon.py",
      "source_location": "L192",
      "_origin": "ast",
      "id": "src_openjarvis_channels_imessage_daemon_rationale_192",
      "community": 11,
      "norm_label": "stop the running daemon. returns true if stopped."
    },
    {
      "label": "irc_channel.py",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/irc_channel.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_irc_channel",
      "community": 8,
      "norm_label": "irc_channel.py"
    },
    {
      "label": "IRCChannel",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/irc_channel.py",
      "source_location": "L23",
      "_origin": "ast",
      "id": "src_openjarvis_channels_irc_channel_ircchannel",
      "community": 259,
      "norm_label": "ircchannel"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/irc_channel.py",
      "source_location": "L44",
      "_origin": "ast",
      "id": "src_openjarvis_channels_irc_channel_ircchannel_init",
      "community": 259,
      "norm_label": ".__init__()"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_irc_channel_py_eventbus",
      "community": 259,
      "norm_label": "eventbus"
    },
    {
      "label": ".connect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/irc_channel.py",
      "source_location": "L65",
      "_origin": "ast",
      "id": "src_openjarvis_channels_irc_channel_ircchannel_connect",
      "community": 259,
      "norm_label": ".connect()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/irc_channel.py",
      "source_location": "L77",
      "_origin": "ast",
      "id": "src_openjarvis_channels_irc_channel_ircchannel_disconnect",
      "community": 259,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".send()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/irc_channel.py",
      "source_location": "L83",
      "_origin": "ast",
      "id": "src_openjarvis_channels_irc_channel_ircchannel_send",
      "community": 259,
      "norm_label": ".send()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_irc_channel_py_any",
      "community": 259,
      "norm_label": "any"
    },
    {
      "label": ".status()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/irc_channel.py",
      "source_location": "L118",
      "_origin": "ast",
      "id": "src_openjarvis_channels_irc_channel_ircchannel_status",
      "community": 259,
      "norm_label": ".status()"
    },
    {
      "label": ".list_channels()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/irc_channel.py",
      "source_location": "L122",
      "_origin": "ast",
      "id": "src_openjarvis_channels_irc_channel_ircchannel_list_channels",
      "community": 259,
      "norm_label": ".list_channels()"
    },
    {
      "label": ".on_message()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/irc_channel.py",
      "source_location": "L126",
      "_origin": "ast",
      "id": "src_openjarvis_channels_irc_channel_ircchannel_on_message",
      "community": 259,
      "norm_label": ".on_message()"
    },
    {
      "label": "ChannelHandler",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_irc_channel_py_channelhandler",
      "community": 259,
      "norm_label": "channelhandler"
    },
    {
      "label": "._publish_sent()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/irc_channel.py",
      "source_location": "L132",
      "_origin": "ast",
      "id": "src_openjarvis_channels_irc_channel_ircchannel_publish_sent",
      "community": 259,
      "norm_label": "._publish_sent()"
    },
    {
      "label": "IRCChannel \u2014 IRC adapter using stdlib socket.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/irc_channel.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_irc_channel_rationale_1",
      "community": 8,
      "norm_label": "ircchannel \u2014 irc adapter using stdlib socket."
    },
    {
      "label": "IRC channel adapter using stdlib socket (send-only).      Parameters     ----",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/irc_channel.py",
      "source_location": "L24",
      "_origin": "ast",
      "id": "src_openjarvis_channels_irc_channel_rationale_24",
      "community": 259,
      "norm_label": "irc channel adapter using stdlib socket (send-only).      parameters     ----"
    },
    {
      "label": "Mark as connected (send-only \u2014 no persistent connection).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/irc_channel.py",
      "source_location": "L66",
      "_origin": "ast",
      "id": "src_openjarvis_channels_irc_channel_rationale_66",
      "community": 259,
      "norm_label": "mark as connected (send-only \u2014 no persistent connection)."
    },
    {
      "label": "Mark as disconnected.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/irc_channel.py",
      "source_location": "L78",
      "_origin": "ast",
      "id": "src_openjarvis_channels_irc_channel_rationale_78",
      "community": 259,
      "norm_label": "mark as disconnected."
    },
    {
      "label": "Send a PRIVMSG to an IRC channel via a new socket connection.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/irc_channel.py",
      "source_location": "L91",
      "_origin": "ast",
      "id": "src_openjarvis_channels_irc_channel_rationale_91",
      "community": 259,
      "norm_label": "send a privmsg to an irc channel via a new socket connection."
    },
    {
      "label": "Return the current connection status.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/irc_channel.py",
      "source_location": "L119",
      "_origin": "ast",
      "id": "src_openjarvis_channels_irc_channel_rationale_119",
      "community": 259,
      "norm_label": "return the current connection status."
    },
    {
      "label": "Return available channel identifiers.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/irc_channel.py",
      "source_location": "L123",
      "_origin": "ast",
      "id": "src_openjarvis_channels_irc_channel_rationale_123",
      "community": 259,
      "norm_label": "return available channel identifiers."
    },
    {
      "label": "Register a callback for incoming messages.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/irc_channel.py",
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      "_origin": "ast",
      "id": "src_openjarvis_channels_irc_channel_rationale_127",
      "community": 259,
      "norm_label": "register a callback for incoming messages."
    },
    {
      "label": "Publish a CHANNEL_MESSAGE_SENT event on the bus.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/irc_channel.py",
      "source_location": "L133",
      "_origin": "ast",
      "id": "src_openjarvis_channels_irc_channel_rationale_133",
      "community": 259,
      "norm_label": "publish a channel_message_sent event on the bus."
    },
    {
      "label": "line_channel.py",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/line_channel.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_line_channel",
      "community": 8,
      "norm_label": "line_channel.py"
    },
    {
      "label": "LineChannel",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/line_channel.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "src_openjarvis_channels_line_channel_linechannel",
      "community": 10,
      "norm_label": "linechannel"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/line_channel.py",
      "source_location": "L39",
      "_origin": "ast",
      "id": "src_openjarvis_channels_line_channel_linechannel_init",
      "community": 10,
      "norm_label": ".__init__()"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_line_channel_py_eventbus",
      "community": 10,
      "norm_label": "eventbus"
    },
    {
      "label": ".connect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/line_channel.py",
      "source_location": "L58",
      "_origin": "ast",
      "id": "src_openjarvis_channels_line_channel_linechannel_connect",
      "community": 10,
      "norm_label": ".connect()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/line_channel.py",
      "source_location": "L72",
      "_origin": "ast",
      "id": "src_openjarvis_channels_line_channel_linechannel_disconnect",
      "community": 10,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".send()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/line_channel.py",
      "source_location": "L78",
      "_origin": "ast",
      "id": "src_openjarvis_channels_line_channel_linechannel_send",
      "community": 10,
      "norm_label": ".send()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_line_channel_py_any",
      "community": 10,
      "norm_label": "any"
    },
    {
      "label": ".status()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/line_channel.py",
      "source_location": "L129",
      "_origin": "ast",
      "id": "src_openjarvis_channels_line_channel_linechannel_status",
      "community": 10,
      "norm_label": ".status()"
    },
    {
      "label": ".list_channels()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/line_channel.py",
      "source_location": "L133",
      "_origin": "ast",
      "id": "src_openjarvis_channels_line_channel_linechannel_list_channels",
      "community": 10,
      "norm_label": ".list_channels()"
    },
    {
      "label": ".on_message()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/line_channel.py",
      "source_location": "L137",
      "_origin": "ast",
      "id": "src_openjarvis_channels_line_channel_linechannel_on_message",
      "community": 10,
      "norm_label": ".on_message()"
    },
    {
      "label": "ChannelHandler",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_line_channel_py_channelhandler",
      "community": 10,
      "norm_label": "channelhandler"
    },
    {
      "label": "._publish_sent()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/line_channel.py",
      "source_location": "L143",
      "_origin": "ast",
      "id": "src_openjarvis_channels_line_channel_linechannel_publish_sent",
      "community": 10,
      "norm_label": "._publish_sent()"
    },
    {
      "label": "LineChannel \u2014 LINE Messaging API adapter via line-bot-sdk.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/line_channel.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_line_channel_rationale_1",
      "community": 8,
      "norm_label": "linechannel \u2014 line messaging api adapter via line-bot-sdk."
    },
    {
      "label": "LINE messaging channel adapter.      Uses the LINE Messaging API via ``line-bo",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/line_channel.py",
      "source_location": "L22",
      "_origin": "ast",
      "id": "src_openjarvis_channels_line_channel_rationale_22",
      "community": 10,
      "norm_label": "line messaging channel adapter.      uses the line messaging api via ``line-bo"
    },
    {
      "label": "Validate credentials and mark as connected.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/line_channel.py",
      "source_location": "L59",
      "_origin": "ast",
      "id": "src_openjarvis_channels_line_channel_rationale_59",
      "community": 10,
      "norm_label": "validate credentials and mark as connected."
    },
    {
      "label": "Mark as disconnected.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/line_channel.py",
      "source_location": "L73",
      "_origin": "ast",
      "id": "src_openjarvis_channels_line_channel_rationale_73",
      "community": 10,
      "norm_label": "mark as disconnected."
    },
    {
      "label": "Send a push message to a LINE user or group.          Parameters         ----",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/line_channel.py",
      "source_location": "L86",
      "_origin": "ast",
      "id": "src_openjarvis_channels_line_channel_rationale_86",
      "community": 10,
      "norm_label": "send a push message to a line user or group.          parameters         ----"
    },
    {
      "label": "Return the current connection status.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/line_channel.py",
      "source_location": "L130",
      "_origin": "ast",
      "id": "src_openjarvis_channels_line_channel_rationale_130",
      "community": 10,
      "norm_label": "return the current connection status."
    },
    {
      "label": "Return available channel identifiers.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/line_channel.py",
      "source_location": "L134",
      "_origin": "ast",
      "id": "src_openjarvis_channels_line_channel_rationale_134",
      "community": 10,
      "norm_label": "return available channel identifiers."
    },
    {
      "label": "Register a callback for incoming messages.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/line_channel.py",
      "source_location": "L138",
      "_origin": "ast",
      "id": "src_openjarvis_channels_line_channel_rationale_138",
      "community": 10,
      "norm_label": "register a callback for incoming messages."
    },
    {
      "label": "Publish a CHANNEL_MESSAGE_SENT event on the bus.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/line_channel.py",
      "source_location": "L144",
      "_origin": "ast",
      "id": "src_openjarvis_channels_line_channel_rationale_144",
      "community": 10,
      "norm_label": "publish a channel_message_sent event on the bus."
    },
    {
      "label": "mastodon_channel.py",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/mastodon_channel.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_mastodon_channel",
      "community": 8,
      "norm_label": "mastodon_channel.py"
    },
    {
      "label": "MastodonChannel",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/mastodon_channel.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "src_openjarvis_channels_mastodon_channel_mastodonchannel",
      "community": 10,
      "norm_label": "mastodonchannel"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/mastodon_channel.py",
      "source_location": "L39",
      "_origin": "ast",
      "id": "src_openjarvis_channels_mastodon_channel_mastodonchannel_init",
      "community": 10,
      "norm_label": ".__init__()"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_mastodon_channel_py_eventbus",
      "community": 10,
      "norm_label": "eventbus"
    },
    {
      "label": ".connect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/mastodon_channel.py",
      "source_location": "L54",
      "_origin": "ast",
      "id": "src_openjarvis_channels_mastodon_channel_mastodonchannel_connect",
      "community": 10,
      "norm_label": ".connect()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/mastodon_channel.py",
      "source_location": "L69",
      "_origin": "ast",
      "id": "src_openjarvis_channels_mastodon_channel_mastodonchannel_disconnect",
      "community": 10,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".send()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/mastodon_channel.py",
      "source_location": "L75",
      "_origin": "ast",
      "id": "src_openjarvis_channels_mastodon_channel_mastodonchannel_send",
      "community": 10,
      "norm_label": ".send()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_mastodon_channel_py_any",
      "community": 10,
      "norm_label": "any"
    },
    {
      "label": ".status()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/mastodon_channel.py",
      "source_location": "L130",
      "_origin": "ast",
      "id": "src_openjarvis_channels_mastodon_channel_mastodonchannel_status",
      "community": 10,
      "norm_label": ".status()"
    },
    {
      "label": ".list_channels()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/mastodon_channel.py",
      "source_location": "L134",
      "_origin": "ast",
      "id": "src_openjarvis_channels_mastodon_channel_mastodonchannel_list_channels",
      "community": 10,
      "norm_label": ".list_channels()"
    },
    {
      "label": ".on_message()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/mastodon_channel.py",
      "source_location": "L138",
      "_origin": "ast",
      "id": "src_openjarvis_channels_mastodon_channel_mastodonchannel_on_message",
      "community": 10,
      "norm_label": ".on_message()"
    },
    {
      "label": "ChannelHandler",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_mastodon_channel_py_channelhandler",
      "community": 10,
      "norm_label": "channelhandler"
    },
    {
      "label": "._publish_sent()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/mastodon_channel.py",
      "source_location": "L144",
      "_origin": "ast",
      "id": "src_openjarvis_channels_mastodon_channel_mastodonchannel_publish_sent",
      "community": 10,
      "norm_label": "._publish_sent()"
    },
    {
      "label": "MastodonChannel \u2014 Mastodon adapter via Mastodon.py.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/mastodon_channel.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_mastodon_channel_rationale_1",
      "community": 8,
      "norm_label": "mastodonchannel \u2014 mastodon adapter via mastodon.py."
    },
    {
      "label": "Mastodon messaging channel adapter.      Uses the Mastodon API via ``Mastodon.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/mastodon_channel.py",
      "source_location": "L22",
      "_origin": "ast",
      "id": "src_openjarvis_channels_mastodon_channel_rationale_22",
      "community": 10,
      "norm_label": "mastodon messaging channel adapter.      uses the mastodon api via ``mastodon."
    },
    {
      "label": "Validate credentials and mark as connected.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/mastodon_channel.py",
      "source_location": "L55",
      "_origin": "ast",
      "id": "src_openjarvis_channels_mastodon_channel_rationale_55",
      "community": 10,
      "norm_label": "validate credentials and mark as connected."
    },
    {
      "label": "Mark as disconnected.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/mastodon_channel.py",
      "source_location": "L70",
      "_origin": "ast",
      "id": "src_openjarvis_channels_mastodon_channel_rationale_70",
      "community": 10,
      "norm_label": "mark as disconnected."
    },
    {
      "label": "Post a status or send a direct message on Mastodon.          Parameters",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/mastodon_channel.py",
      "source_location": "L83",
      "_origin": "ast",
      "id": "src_openjarvis_channels_mastodon_channel_rationale_83",
      "community": 10,
      "norm_label": "post a status or send a direct message on mastodon.          parameters"
    },
    {
      "label": "Return the current connection status.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/mastodon_channel.py",
      "source_location": "L131",
      "_origin": "ast",
      "id": "src_openjarvis_channels_mastodon_channel_rationale_131",
      "community": 10,
      "norm_label": "return the current connection status."
    },
    {
      "label": "Return available channel identifiers.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/mastodon_channel.py",
      "source_location": "L135",
      "_origin": "ast",
      "id": "src_openjarvis_channels_mastodon_channel_rationale_135",
      "community": 10,
      "norm_label": "return available channel identifiers."
    },
    {
      "label": "Register a callback for incoming messages.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/mastodon_channel.py",
      "source_location": "L139",
      "_origin": "ast",
      "id": "src_openjarvis_channels_mastodon_channel_rationale_139",
      "community": 10,
      "norm_label": "register a callback for incoming messages."
    },
    {
      "label": "Publish a CHANNEL_MESSAGE_SENT event on the bus.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/mastodon_channel.py",
      "source_location": "L145",
      "_origin": "ast",
      "id": "src_openjarvis_channels_mastodon_channel_rationale_145",
      "community": 10,
      "norm_label": "publish a channel_message_sent event on the bus."
    },
    {
      "label": "matrix_channel.py",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/matrix_channel.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_matrix_channel",
      "community": 8,
      "norm_label": "matrix_channel.py"
    },
    {
      "label": "MatrixChannel",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/matrix_channel.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "src_openjarvis_channels_matrix_channel_matrixchannel",
      "community": 238,
      "norm_label": "matrixchannel"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/matrix_channel.py",
      "source_location": "L36",
      "_origin": "ast",
      "id": "src_openjarvis_channels_matrix_channel_matrixchannel_init",
      "community": 238,
      "norm_label": ".__init__()"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_matrix_channel_py_eventbus",
      "community": 238,
      "norm_label": "eventbus"
    },
    {
      "label": ".connect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/matrix_channel.py",
      "source_location": "L52",
      "_origin": "ast",
      "id": "src_openjarvis_channels_matrix_channel_matrixchannel_connect",
      "community": 238,
      "norm_label": ".connect()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/matrix_channel.py",
      "source_location": "L60",
      "_origin": "ast",
      "id": "src_openjarvis_channels_matrix_channel_matrixchannel_disconnect",
      "community": 238,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".send()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/matrix_channel.py",
      "source_location": "L66",
      "_origin": "ast",
      "id": "src_openjarvis_channels_matrix_channel_matrixchannel_send",
      "community": 238,
      "norm_label": ".send()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_matrix_channel_py_any",
      "community": 238,
      "norm_label": "any"
    },
    {
      "label": ".status()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/matrix_channel.py",
      "source_location": "L114",
      "_origin": "ast",
      "id": "src_openjarvis_channels_matrix_channel_matrixchannel_status",
      "community": 238,
      "norm_label": ".status()"
    },
    {
      "label": ".list_channels()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/matrix_channel.py",
      "source_location": "L118",
      "_origin": "ast",
      "id": "src_openjarvis_channels_matrix_channel_matrixchannel_list_channels",
      "community": 238,
      "norm_label": ".list_channels()"
    },
    {
      "label": ".on_message()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/matrix_channel.py",
      "source_location": "L122",
      "_origin": "ast",
      "id": "src_openjarvis_channels_matrix_channel_matrixchannel_on_message",
      "community": 238,
      "norm_label": ".on_message()"
    },
    {
      "label": "ChannelHandler",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_matrix_channel_py_channelhandler",
      "community": 238,
      "norm_label": "channelhandler"
    },
    {
      "label": "._publish_sent()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/matrix_channel.py",
      "source_location": "L128",
      "_origin": "ast",
      "id": "src_openjarvis_channels_matrix_channel_matrixchannel_publish_sent",
      "community": 238,
      "norm_label": "._publish_sent()"
    },
    {
      "label": "MatrixChannel \u2014 Matrix homeserver adapter.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/matrix_channel.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_matrix_channel_rationale_1",
      "community": 8,
      "norm_label": "matrixchannel \u2014 matrix homeserver adapter."
    },
    {
      "label": "Matrix homeserver channel adapter.      Parameters     ----------     homese",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/matrix_channel.py",
      "source_location": "L22",
      "_origin": "ast",
      "id": "src_openjarvis_channels_matrix_channel_rationale_22",
      "community": 238,
      "norm_label": "matrix homeserver channel adapter.      parameters     ----------     homese"
    },
    {
      "label": "Mark as connected (send-only \u2014 no persistent connection).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/matrix_channel.py",
      "source_location": "L53",
      "_origin": "ast",
      "id": "src_openjarvis_channels_matrix_channel_rationale_53",
      "community": 238,
      "norm_label": "mark as connected (send-only \u2014 no persistent connection)."
    },
    {
      "label": "Mark as disconnected.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/matrix_channel.py",
      "source_location": "L61",
      "_origin": "ast",
      "id": "src_openjarvis_channels_matrix_channel_rationale_61",
      "community": 238,
      "norm_label": "mark as disconnected."
    },
    {
      "label": "Send a message to a Matrix room via the Client-Server API.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/matrix_channel.py",
      "source_location": "L74",
      "_origin": "ast",
      "id": "src_openjarvis_channels_matrix_channel_rationale_74",
      "community": 238,
      "norm_label": "send a message to a matrix room via the client-server api."
    },
    {
      "label": "Return the current connection status.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/matrix_channel.py",
      "source_location": "L115",
      "_origin": "ast",
      "id": "src_openjarvis_channels_matrix_channel_rationale_115",
      "community": 238,
      "norm_label": "return the current connection status."
    },
    {
      "label": "Return available channel identifiers.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/matrix_channel.py",
      "source_location": "L119",
      "_origin": "ast",
      "id": "src_openjarvis_channels_matrix_channel_rationale_119",
      "community": 238,
      "norm_label": "return available channel identifiers."
    },
    {
      "label": "Register a callback for incoming messages.",
      "file_type": "rationale",
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    {
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      "file_type": "code",
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      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_messenger_channel_py_any",
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    },
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    },
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      "_origin": "ast",
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    },
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    {
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      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/nostr_channel.py",
      "source_location": "L1",
      "_origin": "ast",
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    },
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    },
    {
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    },
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      "_origin": "ast",
      "id": "src_openjarvis_channels_nostr_channel_rationale_146",
      "community": 10,
      "norm_label": "register a callback for incoming messages."
    },
    {
      "label": "Publish a CHANNEL_MESSAGE_SENT event on the bus.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/nostr_channel.py",
      "source_location": "L152",
      "_origin": "ast",
      "id": "src_openjarvis_channels_nostr_channel_rationale_152",
      "community": 10,
      "norm_label": "publish a channel_message_sent event on the bus."
    },
    {
      "label": "reddit_channel.py",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/reddit_channel.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_reddit_channel",
      "community": 8,
      "norm_label": "reddit_channel.py"
    },
    {
      "label": "RedditChannel",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/reddit_channel.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "src_openjarvis_channels_reddit_channel_redditchannel",
      "community": 10,
      "norm_label": "redditchannel"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/reddit_channel.py",
      "source_location": "L45",
      "_origin": "ast",
      "id": "src_openjarvis_channels_reddit_channel_redditchannel_init",
      "community": 10,
      "norm_label": ".__init__()"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_reddit_channel_py_eventbus",
      "community": 10,
      "norm_label": "eventbus"
    },
    {
      "label": ".connect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/reddit_channel.py",
      "source_location": "L71",
      "_origin": "ast",
      "id": "src_openjarvis_channels_reddit_channel_redditchannel_connect",
      "community": 10,
      "norm_label": ".connect()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/reddit_channel.py",
      "source_location": "L85",
      "_origin": "ast",
      "id": "src_openjarvis_channels_reddit_channel_redditchannel_disconnect",
      "community": 10,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".send()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/reddit_channel.py",
      "source_location": "L92",
      "_origin": "ast",
      "id": "src_openjarvis_channels_reddit_channel_redditchannel_send",
      "community": 10,
      "norm_label": ".send()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_reddit_channel_py_any",
      "community": 10,
      "norm_label": "any"
    },
    {
      "label": ".status()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/reddit_channel.py",
      "source_location": "L144",
      "_origin": "ast",
      "id": "src_openjarvis_channels_reddit_channel_redditchannel_status",
      "community": 10,
      "norm_label": ".status()"
    },
    {
      "label": ".list_channels()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/reddit_channel.py",
      "source_location": "L148",
      "_origin": "ast",
      "id": "src_openjarvis_channels_reddit_channel_redditchannel_list_channels",
      "community": 10,
      "norm_label": ".list_channels()"
    },
    {
      "label": ".on_message()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/reddit_channel.py",
      "source_location": "L152",
      "_origin": "ast",
      "id": "src_openjarvis_channels_reddit_channel_redditchannel_on_message",
      "community": 10,
      "norm_label": ".on_message()"
    },
    {
      "label": "ChannelHandler",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_reddit_channel_py_channelhandler",
      "community": 10,
      "norm_label": "channelhandler"
    },
    {
      "label": "._publish_sent()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/reddit_channel.py",
      "source_location": "L158",
      "_origin": "ast",
      "id": "src_openjarvis_channels_reddit_channel_redditchannel_publish_sent",
      "community": 10,
      "norm_label": "._publish_sent()"
    },
    {
      "label": "RedditChannel \u2014 Reddit adapter via praw.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/reddit_channel.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_reddit_channel_rationale_1",
      "community": 8,
      "norm_label": "redditchannel \u2014 reddit adapter via praw."
    },
    {
      "label": "Reddit messaging channel adapter.      Uses the Reddit API via ``praw`` (Pytho",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/reddit_channel.py",
      "source_location": "L22",
      "_origin": "ast",
      "id": "src_openjarvis_channels_reddit_channel_rationale_22",
      "community": 10,
      "norm_label": "reddit messaging channel adapter.      uses the reddit api via ``praw`` (pytho"
    },
    {
      "label": "Validate credentials and mark as connected.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/reddit_channel.py",
      "source_location": "L72",
      "_origin": "ast",
      "id": "src_openjarvis_channels_reddit_channel_rationale_72",
      "community": 10,
      "norm_label": "validate credentials and mark as connected."
    },
    {
      "label": "Mark as disconnected.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/reddit_channel.py",
      "source_location": "L86",
      "_origin": "ast",
      "id": "src_openjarvis_channels_reddit_channel_rationale_86",
      "community": 10,
      "norm_label": "mark as disconnected."
    },
    {
      "label": "Send a message or comment on Reddit.          Parameters         ----------",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/reddit_channel.py",
      "source_location": "L100",
      "_origin": "ast",
      "id": "src_openjarvis_channels_reddit_channel_rationale_100",
      "community": 10,
      "norm_label": "send a message or comment on reddit.          parameters         ----------"
    },
    {
      "label": "Return the current connection status.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/reddit_channel.py",
      "source_location": "L145",
      "_origin": "ast",
      "id": "src_openjarvis_channels_reddit_channel_rationale_145",
      "community": 10,
      "norm_label": "return the current connection status."
    },
    {
      "label": "Return available channel identifiers.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/reddit_channel.py",
      "source_location": "L149",
      "_origin": "ast",
      "id": "src_openjarvis_channels_reddit_channel_rationale_149",
      "community": 10,
      "norm_label": "return available channel identifiers."
    },
    {
      "label": "Register a callback for incoming messages.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/reddit_channel.py",
      "source_location": "L153",
      "_origin": "ast",
      "id": "src_openjarvis_channels_reddit_channel_rationale_153",
      "community": 10,
      "norm_label": "register a callback for incoming messages."
    },
    {
      "label": "Publish a CHANNEL_MESSAGE_SENT event on the bus.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/reddit_channel.py",
      "source_location": "L159",
      "_origin": "ast",
      "id": "src_openjarvis_channels_reddit_channel_rationale_159",
      "community": 10,
      "norm_label": "publish a channel_message_sent event on the bus."
    },
    {
      "label": "rocketchat_channel.py",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/rocketchat_channel.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_rocketchat_channel",
      "community": 8,
      "norm_label": "rocketchat_channel.py"
    },
    {
      "label": "RocketChatChannel",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/rocketchat_channel.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "src_openjarvis_channels_rocketchat_channel_rocketchatchannel",
      "community": 10,
      "norm_label": "rocketchatchannel"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/rocketchat_channel.py",
      "source_location": "L46",
      "_origin": "ast",
      "id": "src_openjarvis_channels_rocketchat_channel_rocketchatchannel_init",
      "community": 10,
      "norm_label": ".__init__()"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_rocketchat_channel_py_eventbus",
      "community": 10,
      "norm_label": "eventbus"
    },
    {
      "label": ".connect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/rocketchat_channel.py",
      "source_location": "L67",
      "_origin": "ast",
      "id": "src_openjarvis_channels_rocketchat_channel_rocketchatchannel_connect",
      "community": 10,
      "norm_label": ".connect()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/rocketchat_channel.py",
      "source_location": "L88",
      "_origin": "ast",
      "id": "src_openjarvis_channels_rocketchat_channel_rocketchatchannel_disconnect",
      "community": 10,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".send()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/rocketchat_channel.py",
      "source_location": "L94",
      "_origin": "ast",
      "id": "src_openjarvis_channels_rocketchat_channel_rocketchatchannel_send",
      "community": 10,
      "norm_label": ".send()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_rocketchat_channel_py_any",
      "community": 10,
      "norm_label": "any"
    },
    {
      "label": ".status()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/rocketchat_channel.py",
      "source_location": "L142",
      "_origin": "ast",
      "id": "src_openjarvis_channels_rocketchat_channel_rocketchatchannel_status",
      "community": 10,
      "norm_label": ".status()"
    },
    {
      "label": ".list_channels()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/rocketchat_channel.py",
      "source_location": "L146",
      "_origin": "ast",
      "id": "src_openjarvis_channels_rocketchat_channel_rocketchatchannel_list_channels",
      "community": 10,
      "norm_label": ".list_channels()"
    },
    {
      "label": ".on_message()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/rocketchat_channel.py",
      "source_location": "L150",
      "_origin": "ast",
      "id": "src_openjarvis_channels_rocketchat_channel_rocketchatchannel_on_message",
      "community": 10,
      "norm_label": ".on_message()"
    },
    {
      "label": "ChannelHandler",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_rocketchat_channel_py_channelhandler",
      "community": 10,
      "norm_label": "channelhandler"
    },
    {
      "label": "._publish_sent()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/rocketchat_channel.py",
      "source_location": "L156",
      "_origin": "ast",
      "id": "src_openjarvis_channels_rocketchat_channel_rocketchatchannel_publish_sent",
      "community": 10,
      "norm_label": "._publish_sent()"
    },
    {
      "label": "RocketChatChannel \u2014 Rocket.Chat adapter via rocketchat_API.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/rocketchat_channel.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_rocketchat_channel_rationale_1",
      "community": 8,
      "norm_label": "rocketchatchannel \u2014 rocket.chat adapter via rocketchat_api."
    },
    {
      "label": "Rocket.Chat messaging channel adapter.      Uses the Rocket.Chat REST API via",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/rocketchat_channel.py",
      "source_location": "L22",
      "_origin": "ast",
      "id": "src_openjarvis_channels_rocketchat_channel_rationale_22",
      "community": 10,
      "norm_label": "rocket.chat messaging channel adapter.      uses the rocket.chat rest api via"
    },
    {
      "label": "Validate credentials and mark as connected.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/rocketchat_channel.py",
      "source_location": "L68",
      "_origin": "ast",
      "id": "src_openjarvis_channels_rocketchat_channel_rationale_68",
      "community": 10,
      "norm_label": "validate credentials and mark as connected."
    },
    {
      "label": "Mark as disconnected.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/rocketchat_channel.py",
      "source_location": "L89",
      "_origin": "ast",
      "id": "src_openjarvis_channels_rocketchat_channel_rationale_89",
      "community": 10,
      "norm_label": "mark as disconnected."
    },
    {
      "label": "Send a message to a Rocket.Chat channel or DM.          Parameters         --",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/rocketchat_channel.py",
      "source_location": "L102",
      "_origin": "ast",
      "id": "src_openjarvis_channels_rocketchat_channel_rationale_102",
      "community": 10,
      "norm_label": "send a message to a rocket.chat channel or dm.          parameters         --"
    },
    {
      "label": "Return the current connection status.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/rocketchat_channel.py",
      "source_location": "L143",
      "_origin": "ast",
      "id": "src_openjarvis_channels_rocketchat_channel_rationale_143",
      "community": 10,
      "norm_label": "return the current connection status."
    },
    {
      "label": "Return available channel identifiers.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/rocketchat_channel.py",
      "source_location": "L147",
      "_origin": "ast",
      "id": "src_openjarvis_channels_rocketchat_channel_rationale_147",
      "community": 10,
      "norm_label": "return available channel identifiers."
    },
    {
      "label": "Register a callback for incoming messages.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/rocketchat_channel.py",
      "source_location": "L151",
      "_origin": "ast",
      "id": "src_openjarvis_channels_rocketchat_channel_rationale_151",
      "community": 10,
      "norm_label": "register a callback for incoming messages."
    },
    {
      "label": "Publish a CHANNEL_MESSAGE_SENT event on the bus.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/rocketchat_channel.py",
      "source_location": "L157",
      "_origin": "ast",
      "id": "src_openjarvis_channels_rocketchat_channel_rationale_157",
      "community": 10,
      "norm_label": "publish a channel_message_sent event on the bus."
    },
    {
      "label": "sendblue.py",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue",
      "community": 8,
      "norm_label": "sendblue.py"
    },
    {
      "label": "SendBlueChannel",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L30",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_sendbluechannel",
      "community": 11,
      "norm_label": "sendbluechannel"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L51",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_sendbluechannel_init",
      "community": 11,
      "norm_label": ".__init__()"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_py_eventbus",
      "community": 11,
      "norm_label": "eventbus"
    },
    {
      "label": ".connect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L72",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_sendbluechannel_connect",
      "community": 11,
      "norm_label": ".connect()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L80",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_sendbluechannel_disconnect",
      "community": 11,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".send()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L86",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_sendbluechannel_send",
      "community": 796,
      "norm_label": ".send()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_py_any",
      "community": 796,
      "norm_label": "any"
    },
    {
      "label": ".handle_webhook()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L140",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_sendbluechannel_handle_webhook",
      "community": 796,
      "norm_label": ".handle_webhook()"
    },
    {
      "label": ".status()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L181",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_sendbluechannel_status",
      "community": 11,
      "norm_label": ".status()"
    },
    {
      "label": ".list_channels()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L185",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_sendbluechannel_list_channels",
      "community": 11,
      "norm_label": ".list_channels()"
    },
    {
      "label": ".on_message()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L189",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_sendbluechannel_on_message",
      "community": 873,
      "norm_label": ".on_message()"
    },
    {
      "label": "ChannelHandler",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_py_channelhandler",
      "community": 873,
      "norm_label": "channelhandler"
    },
    {
      "label": ".from_number()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L196",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_sendbluechannel_from_number",
      "community": 503,
      "norm_label": ".from_number()"
    },
    {
      "label": ".api_key_id()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L201",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_sendbluechannel_api_key_id",
      "community": 503,
      "norm_label": ".api_key_id()"
    },
    {
      "label": ".api_secret_key()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L205",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_sendbluechannel_api_secret_key",
      "community": 503,
      "norm_label": ".api_secret_key()"
    },
    {
      "label": ".webhook_secret()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L209",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_sendbluechannel_webhook_secret",
      "community": 11,
      "norm_label": ".webhook_secret()"
    },
    {
      "label": "._publish_sent()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L214",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_sendbluechannel_publish_sent",
      "community": 796,
      "norm_label": "._publish_sent()"
    },
    {
      "label": "SendBlue channel \u2014 iMessage/SMS API adapter.  Sends and receives iMessages (bl",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_rationale_1",
      "community": 8,
      "norm_label": "sendblue channel \u2014 imessage/sms api adapter.  sends and receives imessages (bl"
    },
    {
      "label": "SendBlue iMessage/SMS channel adapter.      Parameters     ----------     ap",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L31",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_rationale_31",
      "community": 11,
      "norm_label": "sendblue imessage/sms channel adapter.      parameters     ----------     ap"
    },
    {
      "label": "Validate credentials and mark as connected.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L73",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_rationale_73",
      "community": 11,
      "norm_label": "validate credentials and mark as connected."
    },
    {
      "label": "Mark as disconnected.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L81",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_rationale_81",
      "community": 11,
      "norm_label": "mark as disconnected."
    },
    {
      "label": "Send an iMessage/SMS via SendBlue.          Parameters         ----------",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L94",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_rationale_94",
      "community": 796,
      "norm_label": "send an imessage/sms via sendblue.          parameters         ----------"
    },
    {
      "label": "Process an incoming webhook payload from SendBlue.          Expected fields: f",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L141",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_rationale_141",
      "community": 796,
      "norm_label": "process an incoming webhook payload from sendblue.          expected fields: f"
    },
    {
      "label": "Return the current connection status.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L182",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_rationale_182",
      "community": 11,
      "norm_label": "return the current connection status."
    },
    {
      "label": "Return available channel identifiers.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L186",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_rationale_186",
      "community": 11,
      "norm_label": "return available channel identifiers."
    },
    {
      "label": "Register a callback for incoming messages.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L190",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_rationale_190",
      "community": 873,
      "norm_label": "register a callback for incoming messages."
    },
    {
      "label": "The SendBlue phone number this channel sends from.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L197",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_rationale_197",
      "community": 503,
      "norm_label": "the sendblue phone number this channel sends from."
    },
    {
      "label": "Publish a CHANNEL_MESSAGE_SENT event on the bus.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/sendblue.py",
      "source_location": "L215",
      "_origin": "ast",
      "id": "src_openjarvis_channels_sendblue_rationale_215",
      "community": 796,
      "norm_label": "publish a channel_message_sent event on the bus."
    },
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      "label": "signal_channel.py",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/signal_channel.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_signal_channel",
      "community": 8,
      "norm_label": "signal_channel.py"
    },
    {
      "label": "SignalChannel",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/signal_channel.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "src_openjarvis_channels_signal_channel_signalchannel",
      "community": 239,
      "norm_label": "signalchannel"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/signal_channel.py",
      "source_location": "L38",
      "_origin": "ast",
      "id": "src_openjarvis_channels_signal_channel_signalchannel_init",
      "community": 239,
      "norm_label": ".__init__()"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_signal_channel_py_eventbus",
      "community": 239,
      "norm_label": "eventbus"
    },
    {
      "label": ".connect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/signal_channel.py",
      "source_location": "L56",
      "_origin": "ast",
      "id": "src_openjarvis_channels_signal_channel_signalchannel_connect",
      "community": 239,
      "norm_label": ".connect()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/signal_channel.py",
      "source_location": "L64",
      "_origin": "ast",
      "id": "src_openjarvis_channels_signal_channel_signalchannel_disconnect",
      "community": 239,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".send()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/signal_channel.py",
      "source_location": "L70",
      "_origin": "ast",
      "id": "src_openjarvis_channels_signal_channel_signalchannel_send",
      "community": 239,
      "norm_label": ".send()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_signal_channel_py_any",
      "community": 239,
      "norm_label": "any"
    },
    {
      "label": ".status()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/signal_channel.py",
      "source_location": "L106",
      "_origin": "ast",
      "id": "src_openjarvis_channels_signal_channel_signalchannel_status",
      "community": 239,
      "norm_label": ".status()"
    },
    {
      "label": ".list_channels()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/signal_channel.py",
      "source_location": "L110",
      "_origin": "ast",
      "id": "src_openjarvis_channels_signal_channel_signalchannel_list_channels",
      "community": 239,
      "norm_label": ".list_channels()"
    },
    {
      "label": ".on_message()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/signal_channel.py",
      "source_location": "L114",
      "_origin": "ast",
      "id": "src_openjarvis_channels_signal_channel_signalchannel_on_message",
      "community": 239,
      "norm_label": ".on_message()"
    },
    {
      "label": "ChannelHandler",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_signal_channel_py_channelhandler",
      "community": 239,
      "norm_label": "channelhandler"
    },
    {
      "label": "._publish_sent()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/signal_channel.py",
      "source_location": "L120",
      "_origin": "ast",
      "id": "src_openjarvis_channels_signal_channel_signalchannel_publish_sent",
      "community": 239,
      "norm_label": "._publish_sent()"
    },
    {
      "label": "SignalChannel \u2014 Signal adapter via signal-cli REST API.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/signal_channel.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_signal_channel_rationale_1",
      "community": 8,
      "norm_label": "signalchannel \u2014 signal adapter via signal-cli rest api."
    },
    {
      "label": "Signal channel adapter via signal-cli REST API (send-only).      Parameters",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/signal_channel.py",
      "source_location": "L22",
      "_origin": "ast",
      "id": "src_openjarvis_channels_signal_channel_rationale_22",
      "community": 239,
      "norm_label": "signal channel adapter via signal-cli rest api (send-only).      parameters"
    },
    {
      "label": "Mark as connected (send-only \u2014 no persistent connection).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/signal_channel.py",
      "source_location": "L57",
      "_origin": "ast",
      "id": "src_openjarvis_channels_signal_channel_rationale_57",
      "community": 239,
      "norm_label": "mark as connected (send-only \u2014 no persistent connection)."
    },
    {
      "label": "Mark as disconnected.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/signal_channel.py",
      "source_location": "L65",
      "_origin": "ast",
      "id": "src_openjarvis_channels_signal_channel_rationale_65",
      "community": 239,
      "norm_label": "mark as disconnected."
    },
    {
      "label": "Send a message via the signal-cli REST API.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/signal_channel.py",
      "source_location": "L78",
      "_origin": "ast",
      "id": "src_openjarvis_channels_signal_channel_rationale_78",
      "community": 239,
      "norm_label": "send a message via the signal-cli rest api."
    },
    {
      "label": "Return the current connection status.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/signal_channel.py",
      "source_location": "L107",
      "_origin": "ast",
      "id": "src_openjarvis_channels_signal_channel_rationale_107",
      "community": 239,
      "norm_label": "return the current connection status."
    },
    {
      "label": "Return available channel identifiers.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/signal_channel.py",
      "source_location": "L111",
      "_origin": "ast",
      "id": "src_openjarvis_channels_signal_channel_rationale_111",
      "community": 239,
      "norm_label": "return available channel identifiers."
    },
    {
      "label": "Register a callback for incoming messages.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/signal_channel.py",
      "source_location": "L115",
      "_origin": "ast",
      "id": "src_openjarvis_channels_signal_channel_rationale_115",
      "community": 239,
      "norm_label": "register a callback for incoming messages."
    },
    {
      "label": "Publish a CHANNEL_MESSAGE_SENT event on the bus.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/signal_channel.py",
      "source_location": "L121",
      "_origin": "ast",
      "id": "src_openjarvis_channels_signal_channel_rationale_121",
      "community": 239,
      "norm_label": "publish a channel_message_sent event on the bus."
    },
    {
      "label": "slack.py",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/slack.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack",
      "community": 8,
      "norm_label": "slack.py"
    },
    {
      "label": "SlackChannel",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/slack.py",
      "source_location": "L23",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_slackchannel",
      "community": 101,
      "norm_label": "slackchannel"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/slack.py",
      "source_location": "L39",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_slackchannel_init",
      "community": 101,
      "norm_label": ".__init__()"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_py_eventbus",
      "community": 101,
      "norm_label": "eventbus"
    },
    {
      "label": ".connect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/slack.py",
      "source_location": "L56",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_slackchannel_connect",
      "community": 101,
      "norm_label": ".connect()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/slack.py",
      "source_location": "L85",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_slackchannel_disconnect",
      "community": 101,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".send()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/slack.py",
      "source_location": "L95",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_slackchannel_send",
      "community": 101,
      "norm_label": ".send()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_py_any",
      "community": 101,
      "norm_label": "any"
    },
    {
      "label": ".status()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/slack.py",
      "source_location": "L145",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_slackchannel_status",
      "community": 101,
      "norm_label": ".status()"
    },
    {
      "label": ".list_channels()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/slack.py",
      "source_location": "L149",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_slackchannel_list_channels",
      "community": 101,
      "norm_label": ".list_channels()"
    },
    {
      "label": ".on_message()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/slack.py",
      "source_location": "L153",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_slackchannel_on_message",
      "community": 101,
      "norm_label": ".on_message()"
    },
    {
      "label": "ChannelHandler",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_py_channelhandler",
      "community": 101,
      "norm_label": "channelhandler"
    },
    {
      "label": "._socket_mode_loop()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/slack.py",
      "source_location": "L159",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_slackchannel_socket_mode_loop",
      "community": 101,
      "norm_label": "._socket_mode_loop()"
    },
    {
      "label": "._publish_sent()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/slack.py",
      "source_location": "L213",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_slackchannel_publish_sent",
      "community": 101,
      "norm_label": "._publish_sent()"
    },
    {
      "label": "SlackChannel \u2014 native Slack Web API adapter.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/slack.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_rationale_1",
      "community": 8,
      "norm_label": "slackchannel \u2014 native slack web api adapter."
    },
    {
      "label": "Native Slack channel adapter using the Slack Web API.      Parameters     ---",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/slack.py",
      "source_location": "L24",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_rationale_24",
      "community": 101,
      "norm_label": "native slack channel adapter using the slack web api.      parameters     ---"
    },
    {
      "label": "Start listening for incoming messages via Slack Socket Mode.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/slack.py",
      "source_location": "L57",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_rationale_57",
      "community": 101,
      "norm_label": "start listening for incoming messages via slack socket mode."
    },
    {
      "label": "Stop the listener thread.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/slack.py",
      "source_location": "L86",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_rationale_86",
      "community": 101,
      "norm_label": "stop the listener thread."
    },
    {
      "label": "Send a message to a Slack channel via the Web API.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/slack.py",
      "source_location": "L103",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_rationale_103",
      "community": 101,
      "norm_label": "send a message to a slack channel via the web api."
    },
    {
      "label": "Return the current connection status.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/slack.py",
      "source_location": "L146",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_rationale_146",
      "community": 101,
      "norm_label": "return the current connection status."
    },
    {
      "label": "Return available channel identifiers.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/slack.py",
      "source_location": "L150",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_rationale_150",
      "community": 101,
      "norm_label": "return available channel identifiers."
    },
    {
      "label": "Register a callback for incoming messages.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/slack.py",
      "source_location": "L154",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_rationale_154",
      "community": 101,
      "norm_label": "register a callback for incoming messages."
    },
    {
      "label": "Run Slack Socket Mode client in a background thread.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/slack.py",
      "source_location": "L160",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_rationale_160",
      "community": 101,
      "norm_label": "run slack socket mode client in a background thread."
    },
    {
      "label": "Publish a CHANNEL_MESSAGE_SENT event on the bus.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/slack.py",
      "source_location": "L214",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_rationale_214",
      "community": 101,
      "norm_label": "publish a channel_message_sent event on the bus."
    },
    {
      "label": "slack_daemon.py",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/slack_daemon.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_daemon",
      "community": 11,
      "norm_label": "slack_daemon.py"
    },
    {
      "label": "_to_slack_fmt()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/slack_daemon.py",
      "source_location": "L22",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_daemon_to_slack_fmt",
      "community": 11,
      "norm_label": "_to_slack_fmt()"
    },
    {
      "label": "run_slack_daemon()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/slack_daemon.py",
      "source_location": "L40",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_daemon_run_slack_daemon",
      "community": 11,
      "norm_label": "run_slack_daemon()"
    },
    {
      "label": "start_slack_daemon()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/slack_daemon.py",
      "source_location": "L136",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_daemon_start_slack_daemon",
      "community": 11,
      "norm_label": "start_slack_daemon()"
    },
    {
      "label": "is_running()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/slack_daemon.py",
      "source_location": "L166",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_daemon_is_running",
      "community": 11,
      "norm_label": "is_running()"
    },
    {
      "label": "stop_daemon()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/slack_daemon.py",
      "source_location": "L180",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_daemon_stop_daemon",
      "community": 11,
      "norm_label": "stop_daemon()"
    },
    {
      "label": "Slack Socket Mode daemon \u2014 listens for DMs and responds with DeepResearch.  Ru",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/slack_daemon.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_daemon_rationale_1",
      "community": 11,
      "norm_label": "slack socket mode daemon \u2014 listens for dms and responds with deepresearch.  ru"
    },
    {
      "label": "Convert markdown to Slack mrkdwn format.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/slack_daemon.py",
      "source_location": "L23",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_daemon_rationale_23",
      "community": 11,
      "norm_label": "convert markdown to slack mrkdwn format."
    },
    {
      "label": "Run the Slack daemon (blocking). Handles DMs with DeepResearch.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/slack_daemon.py",
      "source_location": "L45",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_daemon_rationale_45",
      "community": 11,
      "norm_label": "run the slack daemon (blocking). handles dms with deepresearch."
    },
    {
      "label": "Spawn the Slack daemon as a background subprocess.      Returns the PID of the",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/slack_daemon.py",
      "source_location": "L141",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_daemon_rationale_141",
      "community": 11,
      "norm_label": "spawn the slack daemon as a background subprocess.      returns the pid of the"
    },
    {
      "label": "Check if the Slack daemon is running.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/slack_daemon.py",
      "source_location": "L167",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_daemon_rationale_167",
      "community": 11,
      "norm_label": "check if the slack daemon is running."
    },
    {
      "label": "Stop the running Slack daemon.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/slack_daemon.py",
      "source_location": "L181",
      "_origin": "ast",
      "id": "src_openjarvis_channels_slack_daemon_rationale_181",
      "community": 11,
      "norm_label": "stop the running slack daemon."
    },
    {
      "label": "teams.py",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/teams.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_teams",
      "community": 8,
      "norm_label": "teams.py"
    },
    {
      "label": "TeamsChannel",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/teams.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "src_openjarvis_channels_teams_teamschannel",
      "community": 240,
      "norm_label": "teamschannel"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/teams.py",
      "source_location": "L39",
      "_origin": "ast",
      "id": "src_openjarvis_channels_teams_teamschannel_init",
      "community": 240,
      "norm_label": ".__init__()"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_teams_py_eventbus",
      "community": 240,
      "norm_label": "eventbus"
    },
    {
      "label": ".connect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/teams.py",
      "source_location": "L58",
      "_origin": "ast",
      "id": "src_openjarvis_channels_teams_teamschannel_connect",
      "community": 240,
      "norm_label": ".connect()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/teams.py",
      "source_location": "L66",
      "_origin": "ast",
      "id": "src_openjarvis_channels_teams_teamschannel_disconnect",
      "community": 240,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".send()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/teams.py",
      "source_location": "L72",
      "_origin": "ast",
      "id": "src_openjarvis_channels_teams_teamschannel_send",
      "community": 240,
      "norm_label": ".send()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_teams_py_any",
      "community": 240,
      "norm_label": "any"
    },
    {
      "label": ".status()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/teams.py",
      "source_location": "L118",
      "_origin": "ast",
      "id": "src_openjarvis_channels_teams_teamschannel_status",
      "community": 240,
      "norm_label": ".status()"
    },
    {
      "label": ".list_channels()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/teams.py",
      "source_location": "L122",
      "_origin": "ast",
      "id": "src_openjarvis_channels_teams_teamschannel_list_channels",
      "community": 240,
      "norm_label": ".list_channels()"
    },
    {
      "label": ".on_message()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/teams.py",
      "source_location": "L126",
      "_origin": "ast",
      "id": "src_openjarvis_channels_teams_teamschannel_on_message",
      "community": 240,
      "norm_label": ".on_message()"
    },
    {
      "label": "ChannelHandler",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_teams_py_channelhandler",
      "community": 240,
      "norm_label": "channelhandler"
    },
    {
      "label": "._publish_sent()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/teams.py",
      "source_location": "L132",
      "_origin": "ast",
      "id": "src_openjarvis_channels_teams_teamschannel_publish_sent",
      "community": 240,
      "norm_label": "._publish_sent()"
    },
    {
      "label": "TeamsChannel \u2014 Microsoft Teams Bot Framework adapter.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/teams.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_teams_rationale_1",
      "community": 8,
      "norm_label": "teamschannel \u2014 microsoft teams bot framework adapter."
    },
    {
      "label": "Microsoft Teams channel adapter using the Bot Framework REST API.      Paramet",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/teams.py",
      "source_location": "L22",
      "_origin": "ast",
      "id": "src_openjarvis_channels_teams_rationale_22",
      "community": 240,
      "norm_label": "microsoft teams channel adapter using the bot framework rest api.      paramet"
    },
    {
      "label": "Mark as connected (send-only \u2014 no persistent connection).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/teams.py",
      "source_location": "L59",
      "_origin": "ast",
      "id": "src_openjarvis_channels_teams_rationale_59",
      "community": 240,
      "norm_label": "mark as connected (send-only \u2014 no persistent connection)."
    },
    {
      "label": "Mark as disconnected.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/teams.py",
      "source_location": "L67",
      "_origin": "ast",
      "id": "src_openjarvis_channels_teams_rationale_67",
      "community": 240,
      "norm_label": "mark as disconnected."
    },
    {
      "label": "Send a message to a Teams conversation via the Bot Framework API.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/teams.py",
      "source_location": "L80",
      "_origin": "ast",
      "id": "src_openjarvis_channels_teams_rationale_80",
      "community": 240,
      "norm_label": "send a message to a teams conversation via the bot framework api."
    },
    {
      "label": "Return the current connection status.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/teams.py",
      "source_location": "L119",
      "_origin": "ast",
      "id": "src_openjarvis_channels_teams_rationale_119",
      "community": 240,
      "norm_label": "return the current connection status."
    },
    {
      "label": "Return available channel identifiers.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/teams.py",
      "source_location": "L123",
      "_origin": "ast",
      "id": "src_openjarvis_channels_teams_rationale_123",
      "community": 240,
      "norm_label": "return available channel identifiers."
    },
    {
      "label": "Register a callback for incoming messages.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/teams.py",
      "source_location": "L127",
      "_origin": "ast",
      "id": "src_openjarvis_channels_teams_rationale_127",
      "community": 240,
      "norm_label": "register a callback for incoming messages."
    },
    {
      "label": "Publish a CHANNEL_MESSAGE_SENT event on the bus.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/teams.py",
      "source_location": "L133",
      "_origin": "ast",
      "id": "src_openjarvis_channels_teams_rationale_133",
      "community": 240,
      "norm_label": "publish a channel_message_sent event on the bus."
    },
    {
      "label": "telegram.py",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/telegram.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_telegram",
      "community": 8,
      "norm_label": "telegram.py"
    },
    {
      "label": "TelegramChannel",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/telegram.py",
      "source_location": "L24",
      "_origin": "ast",
      "id": "src_openjarvis_channels_telegram_telegramchannel",
      "community": 97,
      "norm_label": "telegramchannel"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/telegram.py",
      "source_location": "L41",
      "_origin": "ast",
      "id": "src_openjarvis_channels_telegram_telegramchannel_init",
      "community": 97,
      "norm_label": ".__init__()"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_telegram_py_eventbus",
      "community": 97,
      "norm_label": "eventbus"
    },
    {
      "label": ".connect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/telegram.py",
      "source_location": "L60",
      "_origin": "ast",
      "id": "src_openjarvis_channels_telegram_telegramchannel_connect",
      "community": 97,
      "norm_label": ".connect()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/telegram.py",
      "source_location": "L87",
      "_origin": "ast",
      "id": "src_openjarvis_channels_telegram_telegramchannel_disconnect",
      "community": 97,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".send()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/telegram.py",
      "source_location": "L97",
      "_origin": "ast",
      "id": "src_openjarvis_channels_telegram_telegramchannel_send",
      "community": 97,
      "norm_label": ".send()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_telegram_py_any",
      "community": 97,
      "norm_label": "any"
    },
    {
      "label": ".status()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/telegram.py",
      "source_location": "L144",
      "_origin": "ast",
      "id": "src_openjarvis_channels_telegram_telegramchannel_status",
      "community": 97,
      "norm_label": ".status()"
    },
    {
      "label": ".list_channels()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/telegram.py",
      "source_location": "L148",
      "_origin": "ast",
      "id": "src_openjarvis_channels_telegram_telegramchannel_list_channels",
      "community": 97,
      "norm_label": ".list_channels()"
    },
    {
      "label": ".on_message()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/telegram.py",
      "source_location": "L152",
      "_origin": "ast",
      "id": "src_openjarvis_channels_telegram_telegramchannel_on_message",
      "community": 97,
      "norm_label": ".on_message()"
    },
    {
      "label": "ChannelHandler",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_telegram_py_channelhandler",
      "community": 97,
      "norm_label": "channelhandler"
    },
    {
      "label": "._poll_loop()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/telegram.py",
      "source_location": "L158",
      "_origin": "ast",
      "id": "src_openjarvis_channels_telegram_telegramchannel_poll_loop",
      "community": 97,
      "norm_label": "._poll_loop()"
    },
    {
      "label": "._publish_sent()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/telegram.py",
      "source_location": "L211",
      "_origin": "ast",
      "id": "src_openjarvis_channels_telegram_telegramchannel_publish_sent",
      "community": 97,
      "norm_label": "._publish_sent()"
    },
    {
      "label": "TelegramChannel \u2014 native Telegram Bot API adapter.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/telegram.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_telegram_rationale_1",
      "community": 8,
      "norm_label": "telegramchannel \u2014 native telegram bot api adapter."
    },
    {
      "label": "Native Telegram channel adapter using the Bot API.      Parameters     ------",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/telegram.py",
      "source_location": "L25",
      "_origin": "ast",
      "id": "src_openjarvis_channels_telegram_rationale_25",
      "community": 97,
      "norm_label": "native telegram channel adapter using the bot api.      parameters     ------"
    },
    {
      "label": "Start listening for incoming messages via long polling.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/telegram.py",
      "source_location": "L61",
      "_origin": "ast",
      "id": "src_openjarvis_channels_telegram_rationale_61",
      "community": 97,
      "norm_label": "start listening for incoming messages via long polling."
    },
    {
      "label": "Stop the listener thread.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/telegram.py",
      "source_location": "L88",
      "_origin": "ast",
      "id": "src_openjarvis_channels_telegram_rationale_88",
      "community": 97,
      "norm_label": "stop the listener thread."
    },
    {
      "label": "Send a message to a Telegram chat via the Bot API.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/telegram.py",
      "source_location": "L105",
      "_origin": "ast",
      "id": "src_openjarvis_channels_telegram_rationale_105",
      "community": 97,
      "norm_label": "send a message to a telegram chat via the bot api."
    },
    {
      "label": "Return the current connection status.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/telegram.py",
      "source_location": "L145",
      "_origin": "ast",
      "id": "src_openjarvis_channels_telegram_rationale_145",
      "community": 97,
      "norm_label": "return the current connection status."
    },
    {
      "label": "Return available channel identifiers.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/telegram.py",
      "source_location": "L149",
      "_origin": "ast",
      "id": "src_openjarvis_channels_telegram_rationale_149",
      "community": 97,
      "norm_label": "return available channel identifiers."
    },
    {
      "label": "Register a callback for incoming messages.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/telegram.py",
      "source_location": "L153",
      "_origin": "ast",
      "id": "src_openjarvis_channels_telegram_rationale_153",
      "community": 97,
      "norm_label": "register a callback for incoming messages."
    },
    {
      "label": "Long-poll for updates using python-telegram-bot.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/telegram.py",
      "source_location": "L159",
      "_origin": "ast",
      "id": "src_openjarvis_channels_telegram_rationale_159",
      "community": 97,
      "norm_label": "long-poll for updates using python-telegram-bot."
    },
    {
      "label": "Publish a CHANNEL_MESSAGE_SENT event on the bus.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/telegram.py",
      "source_location": "L212",
      "_origin": "ast",
      "id": "src_openjarvis_channels_telegram_rationale_212",
      "community": 97,
      "norm_label": "publish a channel_message_sent event on the bus."
    },
    {
      "label": "twilio_sms.py",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twilio_sms.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twilio_sms",
      "community": 8,
      "norm_label": "twilio_sms.py"
    },
    {
      "label": "_create_twilio_client()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twilio_sms.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twilio_sms_create_twilio_client",
      "community": 325,
      "norm_label": "_create_twilio_client()"
    },
    {
      "label": "TwilioSMSChannel",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twilio_sms.py",
      "source_location": "L30",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twilio_sms_twiliosmschannel",
      "community": 325,
      "norm_label": "twiliosmschannel"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twilio_sms.py",
      "source_location": "L40",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twilio_sms_twiliosmschannel_init",
      "community": 325,
      "norm_label": ".__init__()"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twilio_sms_py_eventbus",
      "community": 325,
      "norm_label": "eventbus"
    },
    {
      "label": ".connect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twilio_sms.py",
      "source_location": "L56",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twilio_sms_twiliosmschannel_connect",
      "community": 325,
      "norm_label": ".connect()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twilio_sms.py",
      "source_location": "L64",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twilio_sms_twiliosmschannel_disconnect",
      "community": 325,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".send()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twilio_sms.py",
      "source_location": "L68",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twilio_sms_twiliosmschannel_send",
      "community": 325,
      "norm_label": ".send()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twilio_sms_py_any",
      "community": 325,
      "norm_label": "any"
    },
    {
      "label": ".status()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twilio_sms.py",
      "source_location": "L91",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twilio_sms_twiliosmschannel_status",
      "community": 325,
      "norm_label": ".status()"
    },
    {
      "label": ".list_channels()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twilio_sms.py",
      "source_location": "L94",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twilio_sms_twiliosmschannel_list_channels",
      "community": 325,
      "norm_label": ".list_channels()"
    },
    {
      "label": ".on_message()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twilio_sms.py",
      "source_location": "L97",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twilio_sms_twiliosmschannel_on_message",
      "community": 325,
      "norm_label": ".on_message()"
    },
    {
      "label": "ChannelHandler",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twilio_sms_py_channelhandler",
      "community": 325,
      "norm_label": "channelhandler"
    },
    {
      "label": ".handle_webhook()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twilio_sms.py",
      "source_location": "L100",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twilio_sms_twiliosmschannel_handle_webhook",
      "community": 325,
      "norm_label": ".handle_webhook()"
    },
    {
      "label": "._publish_sent()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twilio_sms.py",
      "source_location": "L126",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twilio_sms_twiliosmschannel_publish_sent",
      "community": 325,
      "norm_label": "._publish_sent()"
    },
    {
      "label": "Twilio SMS channel for sending and receiving text messages.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/twilio_sms.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twilio_sms_rationale_1",
      "community": 8,
      "norm_label": "twilio sms channel for sending and receiving text messages."
    },
    {
      "label": "Send and receive SMS via Twilio.      Sending uses the Twilio REST API.  Recei",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/twilio_sms.py",
      "source_location": "L31",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twilio_sms_rationale_31",
      "community": 325,
      "norm_label": "send and receive sms via twilio.      sending uses the twilio rest api.  recei"
    },
    {
      "label": "Called by the webhook route for incoming SMS.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/twilio_sms.py",
      "source_location": "L106",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twilio_sms_rationale_106",
      "community": 325,
      "norm_label": "called by the webhook route for incoming sms."
    },
    {
      "label": "twitch_channel.py",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitch_channel.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitch_channel",
      "community": 8,
      "norm_label": "twitch_channel.py"
    },
    {
      "label": "TwitchChannel",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitch_channel.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitch_channel_twitchchannel",
      "community": 10,
      "norm_label": "twitchchannel"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitch_channel.py",
      "source_location": "L45",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitch_channel_twitchchannel_init",
      "community": 10,
      "norm_label": ".__init__()"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitch_channel_py_eventbus",
      "community": 10,
      "norm_label": "eventbus"
    },
    {
      "label": ".connect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitch_channel.py",
      "source_location": "L66",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitch_channel_twitchchannel_connect",
      "community": 10,
      "norm_label": ".connect()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitch_channel.py",
      "source_location": "L80",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitch_channel_twitchchannel_disconnect",
      "community": 10,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".send()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitch_channel.py",
      "source_location": "L86",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitch_channel_twitchchannel_send",
      "community": 10,
      "norm_label": ".send()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitch_channel_py_any",
      "community": 10,
      "norm_label": "any"
    },
    {
      "label": ".status()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitch_channel.py",
      "source_location": "L137",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitch_channel_twitchchannel_status",
      "community": 10,
      "norm_label": ".status()"
    },
    {
      "label": ".list_channels()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitch_channel.py",
      "source_location": "L141",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitch_channel_twitchchannel_list_channels",
      "community": 10,
      "norm_label": ".list_channels()"
    },
    {
      "label": ".on_message()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitch_channel.py",
      "source_location": "L145",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitch_channel_twitchchannel_on_message",
      "community": 10,
      "norm_label": ".on_message()"
    },
    {
      "label": "ChannelHandler",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitch_channel_py_channelhandler",
      "community": 10,
      "norm_label": "channelhandler"
    },
    {
      "label": "._publish_sent()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitch_channel.py",
      "source_location": "L151",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitch_channel_twitchchannel_publish_sent",
      "community": 10,
      "norm_label": "._publish_sent()"
    },
    {
      "label": "TwitchChannel \u2014 Twitch chat adapter via twitchio.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/twitch_channel.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitch_channel_rationale_1",
      "community": 8,
      "norm_label": "twitchchannel \u2014 twitch chat adapter via twitchio."
    },
    {
      "label": "Twitch chat messaging channel adapter.      Uses the Twitch IRC/EventSub API v",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/twitch_channel.py",
      "source_location": "L22",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitch_channel_rationale_22",
      "community": 10,
      "norm_label": "twitch chat messaging channel adapter.      uses the twitch irc/eventsub api v"
    },
    {
      "label": "Validate credentials and mark as connected.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/twitch_channel.py",
      "source_location": "L67",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitch_channel_rationale_67",
      "community": 10,
      "norm_label": "validate credentials and mark as connected."
    },
    {
      "label": "Mark as disconnected.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/twitch_channel.py",
      "source_location": "L81",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitch_channel_rationale_81",
      "community": 10,
      "norm_label": "mark as disconnected."
    },
    {
      "label": "Send a chat message to a Twitch channel.          Parameters         --------",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/twitch_channel.py",
      "source_location": "L94",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitch_channel_rationale_94",
      "community": 10,
      "norm_label": "send a chat message to a twitch channel.          parameters         --------"
    },
    {
      "label": "Return the current connection status.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/twitch_channel.py",
      "source_location": "L138",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitch_channel_rationale_138",
      "community": 10,
      "norm_label": "return the current connection status."
    },
    {
      "label": "Return available channel identifiers.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/twitch_channel.py",
      "source_location": "L142",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitch_channel_rationale_142",
      "community": 10,
      "norm_label": "return available channel identifiers."
    },
    {
      "label": "Register a callback for incoming messages.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/twitch_channel.py",
      "source_location": "L146",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitch_channel_rationale_146",
      "community": 10,
      "norm_label": "register a callback for incoming messages."
    },
    {
      "label": "Publish a CHANNEL_MESSAGE_SENT event on the bus.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/twitch_channel.py",
      "source_location": "L152",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitch_channel_rationale_152",
      "community": 10,
      "norm_label": "publish a channel_message_sent event on the bus."
    },
    {
      "label": "twitter_channel.py",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel",
      "community": 8,
      "norm_label": "twitter_channel.py"
    },
    {
      "label": "_OAuth1Auth",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L35",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_oauth1auth",
      "community": 47,
      "norm_label": "_oauth1auth"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L42",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_oauth1auth_init",
      "community": 47,
      "norm_label": ".__init__()"
    },
    {
      "label": ".__call__()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L54",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_oauth1auth_call",
      "community": 47,
      "norm_label": ".__call__()"
    },
    {
      "label": "_pct()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L96",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_pct",
      "community": 47,
      "norm_label": "_pct()"
    },
    {
      "label": "TwitterChannel",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L107",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_twitterchannel",
      "community": 47,
      "norm_label": "twitterchannel"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L132",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_twitterchannel_init",
      "community": 47,
      "norm_label": ".__init__()"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_py_eventbus",
      "community": 47,
      "norm_label": "eventbus"
    },
    {
      "label": "._oauth()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L163",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_twitterchannel_oauth",
      "community": 47,
      "norm_label": "._oauth()"
    },
    {
      "label": ".connect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L171",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_twitterchannel_connect",
      "community": 47,
      "norm_label": ".connect()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L188",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_twitterchannel_disconnect",
      "community": 47,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".send()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L198",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_twitterchannel_send",
      "community": 47,
      "norm_label": ".send()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_py_any",
      "community": 47,
      "norm_label": "any"
    },
    {
      "label": ".status()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L244",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_twitterchannel_status",
      "community": 47,
      "norm_label": ".status()"
    },
    {
      "label": ".list_channels()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L248",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_twitterchannel_list_channels",
      "community": 47,
      "norm_label": ".list_channels()"
    },
    {
      "label": ".on_message()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L252",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_twitterchannel_on_message",
      "community": 47,
      "norm_label": ".on_message()"
    },
    {
      "label": "ChannelHandler",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_py_channelhandler",
      "community": 47,
      "norm_label": "channelhandler"
    },
    {
      "label": "._poll_mentions()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L258",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_twitterchannel_poll_mentions",
      "community": 47,
      "norm_label": "._poll_mentions()"
    },
    {
      "label": "._publish_sent()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L322",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_twitterchannel_publish_sent",
      "community": 47,
      "norm_label": "._publish_sent()"
    },
    {
      "label": "TwitterChannel \u2014 Twitter/X API v2 adapter using OAuth 1.0a.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_rationale_1",
      "community": 8,
      "norm_label": "twitterchannel \u2014 twitter/x api v2 adapter using oauth 1.0a."
    },
    {
      "label": "Minimal OAuth 1.0a request signer for httpx.      Implements HMAC-SHA1 signatu",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L36",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_rationale_36",
      "community": 47,
      "norm_label": "minimal oauth 1.0a request signer for httpx.      implements hmac-sha1 signatu"
    },
    {
      "label": "Sign *request* in-place and return it (httpx auth protocol).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L55",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_rationale_55",
      "community": 47,
      "norm_label": "sign *request* in-place and return it (httpx auth protocol)."
    },
    {
      "label": "Percent-encode per RFC 5849.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L97",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_rationale_97",
      "community": 47,
      "norm_label": "percent-encode per rfc 5849."
    },
    {
      "label": "Native Twitter/X channel adapter using the v2 API.      Parameters     ------",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L108",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_rationale_108",
      "community": 47,
      "norm_label": "native twitter/x channel adapter using the v2 api.      parameters     ------"
    },
    {
      "label": "Validate credentials and start mention polling.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L172",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_rationale_172",
      "community": 47,
      "norm_label": "validate credentials and start mention polling."
    },
    {
      "label": "Stop the polling thread.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L189",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_rationale_189",
      "community": 47,
      "norm_label": "stop the polling thread."
    },
    {
      "label": "Post a tweet, optionally as a reply.          *channel* is ignored (tweets go",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L206",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_rationale_206",
      "community": 47,
      "norm_label": "post a tweet, optionally as a reply.          *channel* is ignored (tweets go"
    },
    {
      "label": "Return the current connection status.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L245",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_rationale_245",
      "community": 47,
      "norm_label": "return the current connection status."
    },
    {
      "label": "Return available channel identifiers.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L249",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_rationale_249",
      "community": 47,
      "norm_label": "return available channel identifiers."
    },
    {
      "label": "Register a callback for incoming mentions.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L253",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_rationale_253",
      "community": 47,
      "norm_label": "register a callback for incoming mentions."
    },
    {
      "label": "Poll ``GET /2/users/{id}/mentions`` on a fixed interval.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L259",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_rationale_259",
      "community": 47,
      "norm_label": "poll ``get /2/users/{id}/mentions`` on a fixed interval."
    },
    {
      "label": "Publish a CHANNEL_MESSAGE_SENT event on the bus.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/twitter_channel.py",
      "source_location": "L323",
      "_origin": "ast",
      "id": "src_openjarvis_channels_twitter_channel_rationale_323",
      "community": 47,
      "norm_label": "publish a channel_message_sent event on the bus."
    },
    {
      "label": "viber_channel.py",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/viber_channel.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_viber_channel",
      "community": 8,
      "norm_label": "viber_channel.py"
    },
    {
      "label": "ViberChannel",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/viber_channel.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "src_openjarvis_channels_viber_channel_viberchannel",
      "community": 10,
      "norm_label": "viberchannel"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/viber_channel.py",
      "source_location": "L40",
      "_origin": "ast",
      "id": "src_openjarvis_channels_viber_channel_viberchannel_init",
      "community": 10,
      "norm_label": ".__init__()"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_viber_channel_py_eventbus",
      "community": 10,
      "norm_label": "eventbus"
    },
    {
      "label": ".connect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/viber_channel.py",
      "source_location": "L57",
      "_origin": "ast",
      "id": "src_openjarvis_channels_viber_channel_viberchannel_connect",
      "community": 10,
      "norm_label": ".connect()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/viber_channel.py",
      "source_location": "L71",
      "_origin": "ast",
      "id": "src_openjarvis_channels_viber_channel_viberchannel_disconnect",
      "community": 10,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".send()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/viber_channel.py",
      "source_location": "L77",
      "_origin": "ast",
      "id": "src_openjarvis_channels_viber_channel_viberchannel_send",
      "community": 10,
      "norm_label": ".send()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_viber_channel_py_any",
      "community": 10,
      "norm_label": "any"
    },
    {
      "label": ".status()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/viber_channel.py",
      "source_location": "L119",
      "_origin": "ast",
      "id": "src_openjarvis_channels_viber_channel_viberchannel_status",
      "community": 10,
      "norm_label": ".status()"
    },
    {
      "label": ".list_channels()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/viber_channel.py",
      "source_location": "L123",
      "_origin": "ast",
      "id": "src_openjarvis_channels_viber_channel_viberchannel_list_channels",
      "community": 10,
      "norm_label": ".list_channels()"
    },
    {
      "label": ".on_message()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/viber_channel.py",
      "source_location": "L127",
      "_origin": "ast",
      "id": "src_openjarvis_channels_viber_channel_viberchannel_on_message",
      "community": 10,
      "norm_label": ".on_message()"
    },
    {
      "label": "ChannelHandler",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_viber_channel_py_channelhandler",
      "community": 10,
      "norm_label": "channelhandler"
    },
    {
      "label": "._publish_sent()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/viber_channel.py",
      "source_location": "L133",
      "_origin": "ast",
      "id": "src_openjarvis_channels_viber_channel_viberchannel_publish_sent",
      "community": 10,
      "norm_label": "._publish_sent()"
    },
    {
      "label": "ViberChannel \u2014 Viber adapter via viberbot.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/viber_channel.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_viber_channel_rationale_1",
      "community": 8,
      "norm_label": "viberchannel \u2014 viber adapter via viberbot."
    },
    {
      "label": "Viber messaging channel adapter.      Uses the Viber Bot API via ``viberbot``.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/viber_channel.py",
      "source_location": "L22",
      "_origin": "ast",
      "id": "src_openjarvis_channels_viber_channel_rationale_22",
      "community": 10,
      "norm_label": "viber messaging channel adapter.      uses the viber bot api via ``viberbot``."
    },
    {
      "label": "Validate credentials and mark as connected.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/viber_channel.py",
      "source_location": "L58",
      "_origin": "ast",
      "id": "src_openjarvis_channels_viber_channel_rationale_58",
      "community": 10,
      "norm_label": "validate credentials and mark as connected."
    },
    {
      "label": "Mark as disconnected.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/viber_channel.py",
      "source_location": "L72",
      "_origin": "ast",
      "id": "src_openjarvis_channels_viber_channel_rationale_72",
      "community": 10,
      "norm_label": "mark as disconnected."
    },
    {
      "label": "Send a message to a Viber user.          Parameters         ----------",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/viber_channel.py",
      "source_location": "L85",
      "_origin": "ast",
      "id": "src_openjarvis_channels_viber_channel_rationale_85",
      "community": 10,
      "norm_label": "send a message to a viber user.          parameters         ----------"
    },
    {
      "label": "Return the current connection status.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/viber_channel.py",
      "source_location": "L120",
      "_origin": "ast",
      "id": "src_openjarvis_channels_viber_channel_rationale_120",
      "community": 10,
      "norm_label": "return the current connection status."
    },
    {
      "label": "Return available channel identifiers.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/viber_channel.py",
      "source_location": "L124",
      "_origin": "ast",
      "id": "src_openjarvis_channels_viber_channel_rationale_124",
      "community": 10,
      "norm_label": "return available channel identifiers."
    },
    {
      "label": "Register a callback for incoming messages.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/viber_channel.py",
      "source_location": "L128",
      "_origin": "ast",
      "id": "src_openjarvis_channels_viber_channel_rationale_128",
      "community": 10,
      "norm_label": "register a callback for incoming messages."
    },
    {
      "label": "Publish a CHANNEL_MESSAGE_SENT event on the bus.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/viber_channel.py",
      "source_location": "L134",
      "_origin": "ast",
      "id": "src_openjarvis_channels_viber_channel_rationale_134",
      "community": 10,
      "norm_label": "publish a channel_message_sent event on the bus."
    },
    {
      "label": "webchat.py",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/webchat.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat",
      "community": 8,
      "norm_label": "webchat.py"
    },
    {
      "label": "WebChatChannel",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/webchat.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat_webchatchannel",
      "community": 241,
      "norm_label": "webchatchannel"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/webchat.py",
      "source_location": "L35",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat_webchatchannel_init",
      "community": 241,
      "norm_label": ".__init__()"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat_py_eventbus",
      "community": 241,
      "norm_label": "eventbus"
    },
    {
      "label": ".connect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/webchat.py",
      "source_location": "L47",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat_webchatchannel_connect",
      "community": 241,
      "norm_label": ".connect()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/webchat.py",
      "source_location": "L51",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat_webchatchannel_disconnect",
      "community": 241,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".send()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/webchat.py",
      "source_location": "L57",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat_webchatchannel_send",
      "community": 241,
      "norm_label": ".send()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat_py_any",
      "community": 241,
      "norm_label": "any"
    },
    {
      "label": ".status()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/webchat.py",
      "source_location": "L77",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat_webchatchannel_status",
      "community": 241,
      "norm_label": ".status()"
    },
    {
      "label": ".list_channels()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/webchat.py",
      "source_location": "L81",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat_webchatchannel_list_channels",
      "community": 241,
      "norm_label": ".list_channels()"
    },
    {
      "label": ".on_message()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/webchat.py",
      "source_location": "L85",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat_webchatchannel_on_message",
      "community": 241,
      "norm_label": ".on_message()"
    },
    {
      "label": "ChannelHandler",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat_py_channelhandler",
      "community": 241,
      "norm_label": "channelhandler"
    },
    {
      "label": ".get_messages()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/webchat.py",
      "source_location": "L91",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat_webchatchannel_get_messages",
      "community": 241,
      "norm_label": ".get_messages()"
    },
    {
      "label": ".clear_messages()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/webchat.py",
      "source_location": "L95",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat_webchatchannel_clear_messages",
      "community": 241,
      "norm_label": ".clear_messages()"
    },
    {
      "label": "._publish_sent()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/webchat.py",
      "source_location": "L101",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat_webchatchannel_publish_sent",
      "community": 241,
      "norm_label": "._publish_sent()"
    },
    {
      "label": "WebChatChannel \u2014 in-memory message queue for webchat/testing.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/webchat.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat_rationale_1",
      "community": 8,
      "norm_label": "webchatchannel \u2014 in-memory message queue for webchat/testing."
    },
    {
      "label": "In-memory webchat channel for testing and embedded web UIs.      Messages are",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/webchat.py",
      "source_location": "L22",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat_rationale_22",
      "community": 241,
      "norm_label": "in-memory webchat channel for testing and embedded web uis.      messages are"
    },
    {
      "label": "Mark as connected (always succeeds for in-memory channel).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/webchat.py",
      "source_location": "L48",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat_rationale_48",
      "community": 241,
      "norm_label": "mark as connected (always succeeds for in-memory channel)."
    },
    {
      "label": "Mark as disconnected.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/webchat.py",
      "source_location": "L52",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat_rationale_52",
      "community": 241,
      "norm_label": "mark as disconnected."
    },
    {
      "label": "Append a message to the in-memory queue.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/webchat.py",
      "source_location": "L65",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat_rationale_65",
      "community": 241,
      "norm_label": "append a message to the in-memory queue."
    },
    {
      "label": "Return the current connection status.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/webchat.py",
      "source_location": "L78",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat_rationale_78",
      "community": 241,
      "norm_label": "return the current connection status."
    },
    {
      "label": "Return available channel identifiers.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/webchat.py",
      "source_location": "L82",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat_rationale_82",
      "community": 241,
      "norm_label": "return available channel identifiers."
    },
    {
      "label": "Register a callback for incoming messages.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/webchat.py",
      "source_location": "L86",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat_rationale_86",
      "community": 241,
      "norm_label": "register a callback for incoming messages."
    },
    {
      "label": "Return all messages stored in the in-memory queue.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/webchat.py",
      "source_location": "L92",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat_rationale_92",
      "community": 241,
      "norm_label": "return all messages stored in the in-memory queue."
    },
    {
      "label": "Clear all messages from the in-memory queue.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/webchat.py",
      "source_location": "L96",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat_rationale_96",
      "community": 241,
      "norm_label": "clear all messages from the in-memory queue."
    },
    {
      "label": "Publish a CHANNEL_MESSAGE_SENT event on the bus.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/webchat.py",
      "source_location": "L102",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webchat_rationale_102",
      "community": 241,
      "norm_label": "publish a channel_message_sent event on the bus."
    },
    {
      "label": "webhook.py",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/webhook.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webhook",
      "community": 8,
      "norm_label": "webhook.py"
    },
    {
      "label": "WebhookChannel",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/webhook.py",
      "source_location": "L20",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webhook_webhookchannel",
      "community": 132,
      "norm_label": "webhookchannel"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/webhook.py",
      "source_location": "L37",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webhook_webhookchannel_init",
      "community": 132,
      "norm_label": ".__init__()"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webhook_py_eventbus",
      "community": 132,
      "norm_label": "eventbus"
    },
    {
      "label": ".connect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/webhook.py",
      "source_location": "L54",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webhook_webhookchannel_connect",
      "community": 132,
      "norm_label": ".connect()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/webhook.py",
      "source_location": "L62",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webhook_webhookchannel_disconnect",
      "community": 132,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".send()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/webhook.py",
      "source_location": "L68",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webhook_webhookchannel_send",
      "community": 132,
      "norm_label": ".send()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webhook_py_any",
      "community": 132,
      "norm_label": "any"
    },
    {
      "label": ".status()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/webhook.py",
      "source_location": "L116",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webhook_webhookchannel_status",
      "community": 132,
      "norm_label": ".status()"
    },
    {
      "label": ".list_channels()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/webhook.py",
      "source_location": "L120",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webhook_webhookchannel_list_channels",
      "community": 132,
      "norm_label": ".list_channels()"
    },
    {
      "label": ".on_message()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/webhook.py",
      "source_location": "L124",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webhook_webhookchannel_on_message",
      "community": 132,
      "norm_label": ".on_message()"
    },
    {
      "label": "ChannelHandler",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webhook_py_channelhandler",
      "community": 132,
      "norm_label": "channelhandler"
    },
    {
      "label": "._publish_sent()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/webhook.py",
      "source_location": "L130",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webhook_webhookchannel_publish_sent",
      "community": 132,
      "norm_label": "._publish_sent()"
    },
    {
      "label": "WebhookChannel \u2014 generic outbound webhook adapter (zero extra deps).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/webhook.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webhook_rationale_1",
      "community": 8,
      "norm_label": "webhookchannel \u2014 generic outbound webhook adapter (zero extra deps)."
    },
    {
      "label": "Generic outbound webhook channel (send-only).      Parameters     ----------",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/webhook.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webhook_rationale_21",
      "community": 132,
      "norm_label": "generic outbound webhook channel (send-only).      parameters     ----------"
    },
    {
      "label": "Mark as connected (send-only \u2014 no persistent connection).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/webhook.py",
      "source_location": "L55",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webhook_rationale_55",
      "community": 132,
      "norm_label": "mark as connected (send-only \u2014 no persistent connection)."
    },
    {
      "label": "Mark as disconnected.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/webhook.py",
      "source_location": "L63",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webhook_rationale_63",
      "community": 132,
      "norm_label": "mark as disconnected."
    },
    {
      "label": "POST a JSON payload to the configured webhook URL.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/webhook.py",
      "source_location": "L76",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webhook_rationale_76",
      "community": 132,
      "norm_label": "post a json payload to the configured webhook url."
    },
    {
      "label": "Return the current connection status.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/webhook.py",
      "source_location": "L117",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webhook_rationale_117",
      "community": 132,
      "norm_label": "return the current connection status."
    },
    {
      "label": "Return available channel identifiers.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/webhook.py",
      "source_location": "L121",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webhook_rationale_121",
      "community": 132,
      "norm_label": "return available channel identifiers."
    },
    {
      "label": "Register a callback for incoming messages (no-op for webhook).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/webhook.py",
      "source_location": "L125",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webhook_rationale_125",
      "community": 132,
      "norm_label": "register a callback for incoming messages (no-op for webhook)."
    },
    {
      "label": "Publish a CHANNEL_MESSAGE_SENT event on the bus.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/channels/webhook.py",
      "source_location": "L131",
      "_origin": "ast",
      "id": "src_openjarvis_channels_webhook_rationale_131",
      "community": 132,
      "norm_label": "publish a channel_message_sent event on the bus."
    },
    {
      "label": "channels/whatsapp.py",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/whatsapp.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_channels_whatsapp",
      "community": 8,
      "norm_label": "channels/whatsapp.py"
    },
    {
      "label": "WhatsAppChannel",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/whatsapp.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "src_openjarvis_channels_whatsapp_whatsappchannel",
      "community": 242,
      "norm_label": "whatsappchannel"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/whatsapp.py",
      "source_location": "L38",
      "_origin": "ast",
      "id": "src_openjarvis_channels_whatsapp_whatsappchannel_init",
      "community": 242,
      "norm_label": ".__init__()"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_whatsapp_py_eventbus",
      "community": 242,
      "norm_label": "eventbus"
    },
    {
      "label": ".connect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/whatsapp.py",
      "source_location": "L56",
      "_origin": "ast",
      "id": "src_openjarvis_channels_whatsapp_whatsappchannel_connect",
      "community": 242,
      "norm_label": ".connect()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/whatsapp.py",
      "source_location": "L64",
      "_origin": "ast",
      "id": "src_openjarvis_channels_whatsapp_whatsappchannel_disconnect",
      "community": 242,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".send()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/whatsapp.py",
      "source_location": "L70",
      "_origin": "ast",
      "id": "src_openjarvis_channels_whatsapp_whatsappchannel_send",
      "community": 242,
      "norm_label": ".send()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_channels_whatsapp_py_any",
      "community": 242,
      "norm_label": "any"
    },
    {
      "label": ".status()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/whatsapp.py",
      "source_location": "L116",
      "_origin": "ast",
      "id": "src_openjarvis_channels_whatsapp_whatsappchannel_status",
      "community": 242,
      "norm_label": ".status()"
    },
    {
      "label": ".list_channels()",
      "file_type": "code",
      "source_file": "src/openjarvis/channels/whatsapp.py",
      "source_location": "L120",
      "_origin": "ast",
      "id": "src_openjarvis_channels_whatsapp_whatsappchannel_list_channels",
      "community": 242,
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      "label": "Entry point for CLI execution.",
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      "label": "Startup banner \u2014 OpenJarvis wordmark + tagline.",
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      "norm_label": "startup banner \u2014 openjarvis wordmark + tagline."
    },
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      "label": "Print the OpenJarvis startup banner. No-op when quiet.",
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      "norm_label": "print the openjarvis startup banner. no-op when quiet."
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      "label": ".all_ready()",
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      "source_location": "",
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      "label": "get_status()",
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      "label": "Snapshot of background-work state.",
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    },
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      "label": "Read a file, returning None if it disappears mid-read (race).",
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    },
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      "_origin": "ast",
      "id": "src_openjarvis_cli_bg_state_rationale_44",
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      "norm_label": "snapshot the background-work state from the state directory."
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      "source_file": "src/openjarvis/cli/_bootstrap.py",
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      "norm_label": "_bootstrap.py"
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      "label": "CloudProvider",
      "file_type": "code",
      "source_file": "src/openjarvis/cli/_bootstrap.py",
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      "norm_label": "cloudprovider"
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      "norm_label": ".__repr__()"
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      "label": "detect_cloud_keys()",
      "file_type": "code",
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      "norm_label": "detect_cloud_keys()"
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      "label": "_toml_quote()",
      "file_type": "code",
      "source_file": "src/openjarvis/cli/_bootstrap.py",
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      "_origin": "ast",
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      "norm_label": "_toml_quote()"
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      "label": "_now_iso()",
      "file_type": "code",
      "source_file": "src/openjarvis/cli/_bootstrap.py",
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      "id": "src_openjarvis_cli_bootstrap_now_iso",
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      "norm_label": "_now_iso()"
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      "label": "_installer_version()",
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      "norm_label": "_installer_version()"
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      "label": "_render_provenance_lines()",
      "file_type": "code",
      "source_file": "src/openjarvis/cli/_bootstrap.py",
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      "_origin": "ast",
      "id": "src_openjarvis_cli_bootstrap_render_provenance_lines",
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      "norm_label": "_render_provenance_lines()"
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      "source_file": "src/openjarvis/cli/_bootstrap.py",
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      "id": "src_openjarvis_cli_bootstrap_write_initial_config",
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      "label": "HardwareInfo",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_cli_bootstrap_py_hardwareinfo",
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      "norm_label": "hardwareinfo"
    },
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      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_cli_bootstrap_py_path",
      "community": 449,
      "norm_label": "path"
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      "label": "_seed_memory_files()",
      "file_type": "code",
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      "norm_label": "_seed_memory_files()"
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      "label": "bootstrap_cmd()",
      "file_type": "code",
      "source_file": "src/openjarvis/cli/_bootstrap.py",
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      "_origin": "ast",
      "id": "src_openjarvis_cli_bootstrap_bootstrap_cmd",
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      "norm_label": "bootstrap_cmd()"
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      "file_type": "rationale",
      "source_file": "src/openjarvis/cli/_bootstrap.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_cli_bootstrap_rationale_1",
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      "label": "A detected cloud provider + the env var it came from.",
      "file_type": "rationale",
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      "_origin": "ast",
      "id": "src_openjarvis_cli_bootstrap_rationale_45",
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      "norm_label": "a detected cloud provider + the env var it came from."
    },
    {
      "label": "Return the first matching cloud provider per precedence order, else None.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/cli/_bootstrap.py",
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      "norm_label": "return the first matching cloud provider per precedence order, else none."
    },
    {
      "label": "Escape a runtime value for use inside TOML \"...\" double-quoted string.      Pe",
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      "_origin": "ast",
      "id": "src_openjarvis_cli_bootstrap_rationale_80",
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      "_origin": "ast",
      "id": "src_openjarvis_cli_bootstrap_rationale_111",
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    },
    {
      "label": "Create SOUL.md / MEMORY.md / USER.md / skills/ if absent.",
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      "_origin": "ast",
      "id": "src_openjarvis_cli_bootstrap_rationale_171",
      "community": 449,
      "norm_label": "create soul.md / memory.md / user.md / skills/ if absent."
    },
    {
      "label": "Internal helper used by install.sh \u2014 not for direct user invocation.",
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      "_origin": "ast",
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    },
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      "file_type": "code",
      "source_file": "src/openjarvis/cli/_chat_banner.py",
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      "_origin": "ast",
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      "label": "render_startup_banner()",
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      "norm_label": "render_startup_banner()"
    },
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      "label": "Chat startup banner \u2014 renders BgStatus as a one-line status string.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/cli/_chat_banner.py",
      "source_location": "L1",
      "_origin": "ast",
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      "norm_label": "chat startup banner \u2014 renders bgstatus as a one-line status string."
    },
    {
      "label": "Return a single-line banner string, or empty if all background work is done.",
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    },
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      "file_type": "code",
      "source_file": "src/openjarvis/cli/_chat_notifications.py",
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      "norm_label": "_chat_notifications.py"
    },
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      "label": "NotificationDispatcher",
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      "norm_label": ".__init__()"
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      "file_type": "code",
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      "id": "src_openjarvis_cli_chat_notifications_notificationdispatcher_diff",
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      "norm_label": ".diff()"
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      "label": "Between-turn completion notifications for background work.",
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      "community": 348,
      "norm_label": "between-turn completion notifications for background work."
    },
    {
      "label": "Compute one-shot notifications when background tasks transition state.      Co",
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      "norm_label": "compute one-shot notifications when background tasks transition state.      co"
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      "file_type": "code",
      "source_file": "src/openjarvis/cli/_first_run.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_cli_first_run",
      "community": 16,
      "norm_label": "_first_run.py"
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      "file_type": "code",
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      "id": "src_openjarvis_cli_first_run_check_and_route",
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      "norm_label": "check_and_route()"
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      "_origin": "ast",
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      "source_location": "L1",
      "_origin": "ast",
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    },
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      "file_type": "rationale",
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      "_origin": "ast",
      "id": "src_openjarvis_cli_first_run_rationale_20",
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      "norm_label": "detect how openjarvis was installed so we can show the right upgrade command (a"
    },
    {
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      "_origin": "ast",
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      "community": 475,
      "norm_label": "how openjarvis was installed."
    },
    {
      "label": "Return an :class:`InstallInfo` for the running interpreter.      Cheap: just w",
      "file_type": "rationale",
      "source_file": "src/openjarvis/cli/_install_detect.py",
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      "_origin": "ast",
      "id": "src_openjarvis_cli_install_detect_rationale_39",
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      "id": "src_openjarvis_cli_tool_names",
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    },
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      "label": "_normalize_tool_names()",
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    },
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      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_cli_tool_names_py_any",
      "community": 16,
      "norm_label": "any"
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      "norm_label": "resolve_tool_names()"
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      "community": 16,
      "norm_label": "helpers for resolving cli tool selections."
    },
    {
      "label": "Normalize configured tool names from string or list-like values.",
      "file_type": "rationale",
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      "community": 16,
      "norm_label": "normalize configured tool names from string or list-like values."
    },
    {
      "label": "Resolve tool names, preferring explicit CLI values over config fallbacks.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/cli/_tool_names.py",
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      "label": "telemetry()",
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      "label": "export()",
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      "label": "clear()",
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    },
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      "label": "Export telemetry records.",
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      "community": 43,
      "norm_label": "export telemetry records."
    },
    {
      "label": "Delete all telemetry records.",
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      "community": 43,
      "norm_label": "delete all telemetry records."
    },
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      "label": "tool_cmd.py",
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      "source_location": "L1",
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      "norm_label": "tool_cmd.py"
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      "label": "tool()",
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      "norm_label": "tool()"
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      "norm_label": "inspect()"
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      "label": "``jarvis tool`` \u2014 tool management commands.",
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    {
      "label": "Manage tools \u2014 list, inspect.",
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    {
      "label": "List all registered tools with their descriptions.",
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    {
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      "community": 814,
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      "norm_label": "tunnel_cmd.py"
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      "label": "tunnel()",
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      "label": "Context",
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      "label": "status()",
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    {
      "label": "CLI commands for Cloudflare Tunnel management.",
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      "norm_label": "cli commands for cloudflare tunnel management."
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    {
      "label": "Start a Cloudflare tunnel or manage config.",
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      "norm_label": "start a cloudflare tunnel or manage config."
    },
    {
      "label": "Show current tunnel configuration.",
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      "norm_label": "vault_cmd.py"
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      "norm_label": "_get_or_create_key()"
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      "label": "_load_vault()",
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      "norm_label": "_load_vault()"
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    {
      "label": "_save_vault()",
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      "norm_label": "_save_vault()"
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    {
      "label": "vault()",
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      "norm_label": "vault()"
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    {
      "label": "vault_set()",
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      "community": 560,
      "norm_label": "vault_set()"
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    {
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    {
      "label": "vault_remove()",
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      "norm_label": "vault_remove()"
    },
    {
      "label": "``jarvis vault`` \u2014 encrypted credential store.",
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      "_origin": "ast",
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      "community": 48,
      "norm_label": ".sync_status()"
    },
    {
      "label": "SyncStatus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_contacts_py_syncstatus",
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      "norm_label": "syncstatus"
    },
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      "label": ".mcp_tools()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_contacts.py",
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      "_origin": "ast",
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    },
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      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_contacts_py_toolspec",
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      "norm_label": "toolspec"
    },
    {
      "label": "Apple Contacts connector \u2014 reads directly from the macOS Contacts SQLite databas",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_contacts.py",
      "source_location": "L1",
      "_origin": "ast",
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      "norm_label": "apple contacts connector \u2014 reads directly from the macos contacts sqlite databas"
    },
    {
      "label": "Convert an Apple seconds timestamp to a UTC datetime.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_contacts.py",
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      "_origin": "ast",
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      "norm_label": "convert an apple seconds timestamp to a utc datetime."
    },
    {
      "label": "Strip Apple's internal label markup (``_$!<Work>!$_`` \u2192 ``Work``).",
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    },
    {
      "label": "Build a display name from name components.",
      "file_type": "rationale",
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    },
    {
      "label": "Format a postal address into a single string.",
      "file_type": "rationale",
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      "norm_label": "format a postal address into a single string."
    },
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      "label": "Connector that reads contacts from the macOS Contacts SQLite database.      Pa",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_contacts.py",
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      "norm_label": "connector that reads contacts from the macos contacts sqlite database.      pa"
    },
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      "label": "Return paths to all AddressBook databases (main + iCloud sources).          ma",
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    },
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      "label": "Open a Contacts database read-only.  Returns None on failure.",
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    },
    {
      "label": "Build a human-readable text block for one contact.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_contacts.py",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_contacts_rationale_220",
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      "norm_label": "build a human-readable text block for one contact."
    },
    {
      "label": "Return ``True`` if any AddressBook database exists.",
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      "source_file": "src/openjarvis/connectors/apple_contacts.py",
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      "_origin": "ast",
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      "norm_label": "return ``true`` if any addressbook database exists."
    },
    {
      "label": "Mark the connector as disconnected.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_contacts.py",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_contacts_rationale_305",
      "community": 48,
      "norm_label": "mark the connector as disconnected."
    },
    {
      "label": "Read contacts from AddressBook and yield one :class:`Document` each.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_contacts.py",
      "source_location": "L314",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_contacts_rationale_314",
      "community": 48,
      "norm_label": "read contacts from addressbook and yield one :class:`document` each."
    },
    {
      "label": "Return sync progress from the most recent :meth:`sync` call.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_contacts.py",
      "source_location": "L424",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_contacts_rationale_424",
      "community": 48,
      "norm_label": "return sync progress from the most recent :meth:`sync` call."
    },
    {
      "label": "Expose MCP tool specs for real-time Apple Contacts queries.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_contacts.py",
      "source_location": "L437",
      "_origin": "ast",
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      "community": 48,
      "norm_label": "expose mcp tool specs for real-time apple contacts queries."
    },
    {
      "label": "apple_health.py",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_health.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_health",
      "community": 1,
      "norm_label": "apple_health.py"
    },
    {
      "label": "_parse_health_date()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_health.py",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_health_parse_health_date",
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      "norm_label": "_parse_health_date()"
    },
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      "label": "datetime",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_health_py_datetime",
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      "norm_label": "datetime"
    },
    {
      "label": "_day_key()",
      "file_type": "code",
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      "label": "_format_duration()",
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    },
    {
      "label": "AppleHealthConnector",
      "file_type": "code",
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      "id": "src_openjarvis_connectors_apple_health_applehealthconnector",
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      "norm_label": "applehealthconnector"
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      "_origin": "ast",
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      "norm_label": ".__init__()"
    },
    {
      "label": ".is_connected()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_health.py",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_health_applehealthconnector_is_connected",
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    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_health.py",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_health_applehealthconnector_disconnect",
      "community": 180,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".sync()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_health.py",
      "source_location": "L103",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_health_applehealthconnector_sync",
      "community": 180,
      "norm_label": ".sync()"
    },
    {
      "label": "Document",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_health_py_document",
      "community": 180,
      "norm_label": "document"
    },
    {
      "label": ".sync_status()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_health.py",
      "source_location": "L133",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_health_applehealthconnector_sync_status",
      "community": 180,
      "norm_label": ".sync_status()"
    },
    {
      "label": "SyncStatus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_health_py_syncstatus",
      "community": 180,
      "norm_label": "syncstatus"
    },
    {
      "label": "._sync_healthkit_db()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_health.py",
      "source_location": "L140",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_health_applehealthconnector_sync_healthkit_db",
      "community": 180,
      "norm_label": "._sync_healthkit_db()"
    },
    {
      "label": "._sync_export_xml()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_health.py",
      "source_location": "L195",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_health_applehealthconnector_sync_export_xml",
      "community": 180,
      "norm_label": "._sync_export_xml()"
    },
    {
      "label": "._yield_step_docs()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_health.py",
      "source_location": "L304",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_health_applehealthconnector_yield_step_docs",
      "community": 180,
      "norm_label": "._yield_step_docs()"
    },
    {
      "label": "._yield_sleep_docs()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_health.py",
      "source_location": "L320",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_health_applehealthconnector_yield_sleep_docs",
      "community": 180,
      "norm_label": "._yield_sleep_docs()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_health_py_any",
      "community": 180,
      "norm_label": "any"
    },
    {
      "label": "._yield_hr_docs()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_health.py",
      "source_location": "L339",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_health_applehealthconnector_yield_hr_docs",
      "community": 180,
      "norm_label": "._yield_hr_docs()"
    },
    {
      "label": "._yield_energy_docs()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_health.py",
      "source_location": "L364",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_health_applehealthconnector_yield_energy_docs",
      "community": 180,
      "norm_label": "._yield_energy_docs()"
    },
    {
      "label": "._yield_workout_docs()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_health.py",
      "source_location": "L380",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_health_applehealthconnector_yield_workout_docs",
      "community": 180,
      "norm_label": "._yield_workout_docs()"
    },
    {
      "label": "Apple Health connector -- reads HealthKit SQLite DB or iPhone Health export XML.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_health.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_health_rationale_1",
      "community": 1,
      "norm_label": "apple health connector -- reads healthkit sqlite db or iphone health export xml."
    },
    {
      "label": "Parse date strings from Apple Health export XML.      Format is typically ``20",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_health.py",
      "source_location": "L46",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_health_rationale_46",
      "community": 180,
      "norm_label": "parse date strings from apple health export xml.      format is typically ``20"
    },
    {
      "label": "Return ``YYYY-MM-DD`` for a datetime.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_health.py",
      "source_location": "L59",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_health_rationale_59",
      "community": 180,
      "norm_label": "return ``yyyy-mm-dd`` for a datetime."
    },
    {
      "label": "Return a human-readable duration like ``7h 23m``.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_health.py",
      "source_location": "L64",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_health_rationale_64",
      "community": 180,
      "norm_label": "return a human-readable duration like ``7h 23m``."
    },
    {
      "label": "Sync health data from Apple Health (local files only).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_health.py",
      "source_location": "L76",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_health_rationale_76",
      "community": 180,
      "norm_label": "sync health data from apple health (local files only)."
    },
    {
      "label": "Yield health Documents, preferring HealthKit DB over export XML.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_health.py",
      "source_location": "L106",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_health_rationale_106",
      "community": 180,
      "norm_label": "yield health documents, preferring healthkit db over export xml."
    },
    {
      "label": "Read health data from the local HealthKit SQLite database.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_health.py",
      "source_location": "L143",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_health_rationale_143",
      "community": 180,
      "norm_label": "read health data from the local healthkit sqlite database."
    },
    {
      "label": "Stream-parse the Apple Health export XML and yield Documents.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_health.py",
      "source_location": "L198",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_health_rationale_198",
      "community": 180,
      "norm_label": "stream-parse the apple health export xml and yield documents."
    },
    {
      "label": "apple_music.py",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_music.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_music",
      "community": 1,
      "norm_label": "apple_music.py"
    },
    {
      "label": "_run_osascript()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_music.py",
      "source_location": "L67",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_music_run_osascript",
      "community": 1,
      "norm_label": "_run_osascript()"
    },
    {
      "label": "_track_doc_id()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_music.py",
      "source_location": "L88",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_music_track_doc_id",
      "community": 1,
      "norm_label": "_track_doc_id()"
    },
    {
      "label": "_parse_played_date()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_music.py",
      "source_location": "L95",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_music_parse_played_date",
      "community": 1,
      "norm_label": "_parse_played_date()"
    },
    {
      "label": "datetime",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_music_py_datetime",
      "community": 1,
      "norm_label": "datetime"
    },
    {
      "label": "AppleMusicConnector",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_music.py",
      "source_location": "L123",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_music_applemusicconnector",
      "community": 1,
      "norm_label": "applemusicconnector"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_music.py",
      "source_location": "L134",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_music_applemusicconnector_init",
      "community": 1,
      "norm_label": ".__init__()"
    },
    {
      "label": ".is_connected()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_music.py",
      "source_location": "L141",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_music_applemusicconnector_is_connected",
      "community": 1,
      "norm_label": ".is_connected()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_music.py",
      "source_location": "L148",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_music_applemusicconnector_disconnect",
      "community": 1,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".sync()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_music.py",
      "source_location": "L151",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_music_applemusicconnector_sync",
      "community": 1,
      "norm_label": ".sync()"
    },
    {
      "label": "Document",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_music_py_document",
      "community": 1,
      "norm_label": "document"
    },
    {
      "label": ".sync_status()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_music.py",
      "source_location": "L249",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_music_applemusicconnector_sync_status",
      "community": 1,
      "norm_label": ".sync_status()"
    },
    {
      "label": "SyncStatus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_music_py_syncstatus",
      "community": 1,
      "norm_label": "syncstatus"
    },
    {
      "label": "Apple Music connector -- reads tracks from the local Music.app via AppleScript.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_music.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_music_rationale_1",
      "community": 1,
      "norm_label": "apple music connector -- reads tracks from the local music.app via applescript."
    },
    {
      "label": "Execute an AppleScript via ``osascript`` and return stdout.      Returns None",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_music.py",
      "source_location": "L68",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_music_rationale_68",
      "community": 1,
      "norm_label": "execute an applescript via ``osascript`` and return stdout.      returns none"
    },
    {
      "label": "Deterministic doc_id from track name + artist.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_music.py",
      "source_location": "L89",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_music_rationale_89",
      "community": 1,
      "norm_label": "deterministic doc_id from track name + artist."
    },
    {
      "label": "Try to parse an AppleScript date string; return None if unparseable.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_music.py",
      "source_location": "L96",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_music_rationale_96",
      "community": 1,
      "norm_label": "try to parse an applescript date string; return none if unparseable."
    },
    {
      "label": "Read tracks from the local Music.app library via AppleScript.      Only works",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_music.py",
      "source_location": "L124",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_music_rationale_124",
      "community": 1,
      "norm_label": "read tracks from the local music.app library via applescript.      only works"
    },
    {
      "label": "Return True if running on macOS and Music.app responds.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_music.py",
      "source_location": "L142",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_music_rationale_142",
      "community": 1,
      "norm_label": "return true if running on macos and music.app responds."
    },
    {
      "label": "No-op -- local connector with no credentials to revoke.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_music.py",
      "source_location": "L149",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_music_rationale_149",
      "community": 1,
      "norm_label": "no-op -- local connector with no credentials to revoke."
    },
    {
      "label": "Query Music.app for all tracks and yield one Document per track.          Para",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_music.py",
      "source_location": "L157",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_music_rationale_157",
      "community": 1,
      "norm_label": "query music.app for all tracks and yield one document per track.          para"
    },
    {
      "label": "Return sync progress from the most recent :meth:`sync` call.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_music.py",
      "source_location": "L250",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_music_rationale_250",
      "community": 1,
      "norm_label": "return sync progress from the most recent :meth:`sync` call."
    },
    {
      "label": "apple_notes.py",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_notes.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_notes",
      "community": 1,
      "norm_label": "apple_notes.py"
    },
    {
      "label": "_apple_ts_to_datetime()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_notes.py",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_notes_apple_ts_to_datetime",
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      "norm_label": "_apple_ts_to_datetime()"
    },
    {
      "label": "datetime",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_notes_py_datetime",
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      "norm_label": "datetime"
    },
    {
      "label": "_extract_text_from_zdata()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_notes.py",
      "source_location": "L73",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_notes_extract_text_from_zdata",
      "community": 37,
      "norm_label": "_extract_text_from_zdata()"
    },
    {
      "label": "AppleNotesConnector",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_notes.py",
      "source_location": "L111",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_notes_applenotesconnector",
      "community": 37,
      "norm_label": "applenotesconnector"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_notes.py",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_notes_applenotesconnector_init",
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      "norm_label": ".__init__()"
    },
    {
      "label": ".is_connected()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_notes.py",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_notes_applenotesconnector_is_connected",
      "community": 37,
      "norm_label": ".is_connected()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_notes.py",
      "source_location": "L140",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_notes_applenotesconnector_disconnect",
      "community": 37,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".sync()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_notes.py",
      "source_location": "L144",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_notes_applenotesconnector_sync",
      "community": 37,
      "norm_label": ".sync()"
    },
    {
      "label": "Document",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_notes_py_document",
      "community": 37,
      "norm_label": "document"
    },
    {
      "label": ".sync_status()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_notes.py",
      "source_location": "L232",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_notes_applenotesconnector_sync_status",
      "community": 37,
      "norm_label": ".sync_status()"
    },
    {
      "label": "SyncStatus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_notes_py_syncstatus",
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      "norm_label": "syncstatus"
    },
    {
      "label": ".mcp_tools()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/apple_notes.py",
      "source_location": "L245",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_notes_applenotesconnector_mcp_tools",
      "community": 37,
      "norm_label": ".mcp_tools()"
    },
    {
      "label": "ToolSpec",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_notes_py_toolspec",
      "community": 37,
      "norm_label": "toolspec"
    },
    {
      "label": "Apple Notes connector \u2014 reads directly from the macOS Notes SQLite database.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_notes.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_notes_rationale_1",
      "community": 1,
      "norm_label": "apple notes connector \u2014 reads directly from the macos notes sqlite database."
    },
    {
      "label": "Convert an Apple seconds timestamp to a UTC :class:`datetime`.      Parameters",
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      "source_file": "src/openjarvis/connectors/apple_notes.py",
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      "id": "src_openjarvis_connectors_apple_notes_rationale_58",
      "community": 37,
      "norm_label": "convert an apple seconds timestamp to a utc :class:`datetime`.      parameters"
    },
    {
      "label": "Decompress gzip bytes and extract plain text from the protobuf payload.      P",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_notes.py",
      "source_location": "L74",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_notes_rationale_74",
      "community": 37,
      "norm_label": "decompress gzip bytes and extract plain text from the protobuf payload.      p"
    },
    {
      "label": "Connector that reads notes from the macOS Notes SQLite database.      Paramete",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_notes.py",
      "source_location": "L112",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_notes_rationale_112",
      "community": 37,
      "norm_label": "connector that reads notes from the macos notes sqlite database.      paramete"
    },
    {
      "label": "Return ``True`` if NoteStore.sqlite exists at the configured path.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_notes.py",
      "source_location": "L137",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_notes_rationale_137",
      "community": 37,
      "norm_label": "return ``true`` if notestore.sqlite exists at the configured path."
    },
    {
      "label": "Mark the connector as disconnected.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_notes.py",
      "source_location": "L141",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_notes_rationale_141",
      "community": 37,
      "norm_label": "mark the connector as disconnected."
    },
    {
      "label": "Read notes from NoteStore.sqlite and yield one :class:`Document` each.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_notes.py",
      "source_location": "L150",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_notes_rationale_150",
      "community": 37,
      "norm_label": "read notes from notestore.sqlite and yield one :class:`document` each."
    },
    {
      "label": "Return sync progress from the most recent :meth:`sync` call.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_notes.py",
      "source_location": "L233",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_notes_rationale_233",
      "community": 37,
      "norm_label": "return sync progress from the most recent :meth:`sync` call."
    },
    {
      "label": "Expose two MCP tool specs for real-time Apple Notes queries.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/apple_notes.py",
      "source_location": "L246",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_apple_notes_rationale_246",
      "community": 37,
      "norm_label": "expose two mcp tool specs for real-time apple notes queries."
    },
    {
      "label": "attachment_store.py",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/attachment_store.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_attachment_store",
      "community": 120,
      "norm_label": "attachment_store.py"
    },
    {
      "label": "AttachmentStore",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/attachment_store.py",
      "source_location": "L41",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_attachment_store_attachmentstore",
      "community": 120,
      "norm_label": "attachmentstore"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/attachment_store.py",
      "source_location": "L50",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_attachment_store_attachmentstore_init",
      "community": 120,
      "norm_label": ".__init__()"
    },
    {
      "label": "._setup()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/attachment_store.py",
      "source_location": "L70",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_attachment_store_attachmentstore_setup",
      "community": 120,
      "norm_label": "._setup()"
    },
    {
      "label": ".store()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/attachment_store.py",
      "source_location": "L79",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_attachment_store_attachmentstore_store",
      "community": 120,
      "norm_label": ".store()"
    },
    {
      "label": ".get_metadata()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/attachment_store.py",
      "source_location": "L141",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_attachment_store_attachmentstore_get_metadata",
      "community": 120,
      "norm_label": ".get_metadata()"
    },
    {
      "label": ".get_content()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/attachment_store.py",
      "source_location": "L161",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_attachment_store_attachmentstore_get_content",
      "community": 120,
      "norm_label": ".get_content()"
    },
    {
      "label": ".close()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/attachment_store.py",
      "source_location": "L172",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_attachment_store_attachmentstore_close",
      "community": 120,
      "norm_label": ".close()"
    },
    {
      "label": "AttachmentStore \u2014 content-addressed blob storage for Deep Research attachments.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/attachment_store.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_attachment_store_rationale_1",
      "community": 120,
      "norm_label": "attachmentstore \u2014 content-addressed blob storage for deep research attachments."
    },
    {
      "label": "Content-addressed blob store with SQLite metadata index.      Files are writte",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/attachment_store.py",
      "source_location": "L42",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_attachment_store_rationale_42",
      "community": 120,
      "norm_label": "content-addressed blob store with sqlite metadata index.      files are writte"
    },
    {
      "label": "Store *content* and return its SHA-256 hex digest.          The call is idempo",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/attachment_store.py",
      "source_location": "L87",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_attachment_store_rationale_87",
      "community": 120,
      "norm_label": "store *content* and return its sha-256 hex digest.          the call is idempo"
    },
    {
      "label": "Return the metadata dict for *sha*, or ``None`` if not found.          Returne",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/attachment_store.py",
      "source_location": "L142",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_attachment_store_rationale_142",
      "community": 120,
      "norm_label": "return the metadata dict for *sha*, or ``none`` if not found.          returne"
    },
    {
      "label": "Return the raw bytes for *sha*, or ``None`` if the blob is missing.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/attachment_store.py",
      "source_location": "L162",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_attachment_store_rationale_162",
      "community": 120,
      "norm_label": "return the raw bytes for *sha*, or ``none`` if the blob is missing."
    },
    {
      "label": "Close the underlying SQLite connection.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/attachment_store.py",
      "source_location": "L173",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_attachment_store_rationale_173",
      "community": 120,
      "norm_label": "close the underlying sqlite connection."
    },
    {
      "label": "chunker.py",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/chunker.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_chunker",
      "community": 75,
      "norm_label": "chunker.py"
    },
    {
      "label": "ChunkResult",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/chunker.py",
      "source_location": "L46",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_chunker_chunkresult",
      "community": 75,
      "norm_label": "chunkresult"
    },
    {
      "label": "_count_tokens()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/chunker.py",
      "source_location": "L59",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_chunker_count_tokens",
      "community": 75,
      "norm_label": "_count_tokens()"
    },
    {
      "label": "_split_sentences()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/chunker.py",
      "source_location": "L64",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_chunker_split_sentences",
      "community": 75,
      "norm_label": "_split_sentences()"
    },
    {
      "label": "_accumulate_capped()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/chunker.py",
      "source_location": "L69",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_chunker_accumulate_capped",
      "community": 75,
      "norm_label": "_accumulate_capped()"
    },
    {
      "label": "_best_cut_index()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/chunker.py",
      "source_location": "L110",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_chunker_best_cut_index",
      "community": 75,
      "norm_label": "_best_cut_index()"
    },
    {
      "label": "_force_split()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/chunker.py",
      "source_location": "L122",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_chunker_force_split",
      "community": 75,
      "norm_label": "_force_split()"
    },
    {
      "label": "_apply_overlap()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/chunker.py",
      "source_location": "L154",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_chunker_apply_overlap",
      "community": 75,
      "norm_label": "_apply_overlap()"
    },
    {
      "label": "SemanticChunker",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/chunker.py",
      "source_location": "L184",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_chunker_semanticchunker",
      "community": 75,
      "norm_label": "semanticchunker"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/chunker.py",
      "source_location": "L204",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_chunker_semanticchunker_init",
      "community": 75,
      "norm_label": ".__init__()"
    },
    {
      "label": ".chunk()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/chunker.py",
      "source_location": "L239",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_chunker_semanticchunker_chunk",
      "community": 75,
      "norm_label": ".chunk()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_chunker_py_any",
      "community": 75,
      "norm_label": "any"
    },
    {
      "label": "._pack_text()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/chunker.py",
      "source_location": "L284",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_chunker_semanticchunker_pack_text",
      "community": 75,
      "norm_label": "._pack_text()"
    },
    {
      "label": "._chunk_email()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/chunker.py",
      "source_location": "L333",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_chunker_semanticchunker_chunk_email",
      "community": 75,
      "norm_label": "._chunk_email()"
    },
    {
      "label": "._chunk_message()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/chunker.py",
      "source_location": "L356",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_chunker_semanticchunker_chunk_message",
      "community": 75,
      "norm_label": "._chunk_message()"
    },
    {
      "label": "._chunk_document()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/chunker.py",
      "source_location": "L360",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_chunker_semanticchunker_chunk_document",
      "community": 75,
      "norm_label": "._chunk_document()"
    },
    {
      "label": "Type-aware semantic chunker for Deep Research ingestion.  Splits text by parag",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/chunker.py",
      "source_location": "L1",
      "_origin": "ast",
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      "community": 75,
      "norm_label": "type-aware semantic chunker for deep research ingestion.  splits text by parag"
    },
    {
      "label": "A single chunk produced by ``SemanticChunker.chunk()``.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/chunker.py",
      "source_location": "L47",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_chunker_rationale_47",
      "community": 75,
      "norm_label": "a single chunk produced by ``semanticchunker.chunk()``."
    },
    {
      "label": "Approximate token count via whitespace splitting.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/chunker.py",
      "source_location": "L60",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_chunker_rationale_60",
      "community": 75,
      "norm_label": "approximate token count via whitespace splitting."
    },
    {
      "label": "Greedy-merge segments into chunks bounded by token AND char counts.      Segme",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/chunker.py",
      "source_location": "L76",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_chunker_rationale_76",
      "community": 75,
      "norm_label": "greedy-merge segments into chunks bounded by token and char counts.      segme"
    },
    {
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      "source_location": "",
      "_origin": "ast",
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      "source_file": "src/openjarvis/connectors/gcalendar.py",
      "source_location": "L1",
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      "community": 1,
      "norm_label": "google calendar connector \u2014 event sync via the calendar rest api v3.  uses oau"
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      "file_type": "rationale",
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      "_origin": "ast",
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      "community": 351,
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    },
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      "_origin": "ast",
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      "community": 351,
      "norm_label": "fetch a single calendar event resource."
    },
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      "label": "Patch a calendar event with a partial update body.",
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      "_origin": "ast",
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      "community": 351,
      "norm_label": "patch a calendar event with a partial update body."
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      "community": 351,
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    },
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      "label": "Accept a calendar invite by setting responseStatus to 'accepted'.",
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      "norm_label": "accept a calendar invite by setting responsestatus to 'accepted'."
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      "community": 351,
      "norm_label": "decline a calendar invite by setting responsestatus to 'declined'."
    },
    {
      "label": "Return sync progress from the most recent :meth:`sync` call.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gcalendar.py",
      "source_location": "L483",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gcalendar_rationale_483",
      "community": 119,
      "norm_label": "return sync progress from the most recent :meth:`sync` call."
    },
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      "source_location": "L496",
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      "norm_label": "expose three mcp tool specs for real-time google calendar queries."
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      "id": "src_openjarvis_connectors_gcontacts",
      "community": 1,
      "norm_label": "gcontacts.py"
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      "community": 1,
      "norm_label": "_gcontacts_api_list()"
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      "file_type": "code",
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      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gcontacts_py_any",
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      "norm_label": "any"
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      "label": "_format_contact()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/gcontacts.py",
      "source_location": "L85",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gcontacts_format_contact",
      "community": 1,
      "norm_label": "_format_contact()"
    },
    {
      "label": "GContactsConnector",
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      "norm_label": "gcontactsconnector"
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      "_origin": "ast",
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      "norm_label": ".is_connected()"
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      "_origin": "ast",
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      "community": 1,
      "norm_label": ".disconnect()"
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_gcontacts_gcontactsconnector_auth_url",
      "community": 1,
      "norm_label": ".auth_url()"
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    {
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      "file_type": "code",
      "source_file": "src/openjarvis/connectors/gcontacts.py",
      "source_location": "L194",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gcontacts_gcontactsconnector_handle_callback",
      "community": 1,
      "norm_label": ".handle_callback()"
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      "file_type": "code",
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      "norm_label": "connectors/gmail.py"
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      "label": "_gmail_api_list_messages()",
      "file_type": "code",
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      "source_location": "L62",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_gmail_api_list_messages",
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      "norm_label": "_gmail_api_list_messages()"
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      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_py_any",
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      "file_type": "code",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_gmail_api_trash_message",
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      "norm_label": "_gmail_api_trash_message()"
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      "source_location": "L111",
      "_origin": "ast",
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      "norm_label": "_gmail_api_modify_message()"
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      "label": "_gmail_api_get_message()",
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      "_origin": "ast",
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      "source_location": "L163",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_extract_header",
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      "norm_label": "_extract_header()"
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      "file_type": "code",
      "source_file": "src/openjarvis/connectors/gmail.py",
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      "id": "src_openjarvis_connectors_gmail_htmltextextractor",
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      "source_location": "",
      "_origin": "ast",
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      "_origin": "ast",
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      "_origin": "ast",
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      "community": 471,
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      "file_type": "code",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_htmltextextractor_handle_data",
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      "file_type": "code",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_htmltextextractor_get_text",
      "community": 471,
      "norm_label": ".get_text()"
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      "_origin": "ast",
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      "_origin": "ast",
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      "file_type": "code",
      "source_file": "src/openjarvis/connectors/gmail.py",
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      "_origin": "ast",
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      "file_type": "code",
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      "_origin": "ast",
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      "norm_label": "_select_channel()"
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      "label": "GmailConnector",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/gmail.py",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_gmailconnector",
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      "norm_label": "gmailconnector"
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      "id": "src_openjarvis_connectors_gmail_gmailconnector_init",
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      "label": ".is_connected()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L363",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_gmailconnector_is_connected",
      "community": 119,
      "norm_label": ".is_connected()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L376",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_gmailconnector_disconnect",
      "community": 119,
      "norm_label": ".disconnect()"
    },
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      "label": ".auth_url()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L380",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_gmailconnector_auth_url",
      "community": 119,
      "norm_label": ".auth_url()"
    },
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      "label": ".handle_callback()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L387",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_gmailconnector_handle_callback",
      "community": 119,
      "norm_label": ".handle_callback()"
    },
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      "label": ".sync()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L395",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_gmailconnector_sync",
      "community": 476,
      "norm_label": ".sync()"
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    {
      "label": "Document",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_py_document",
      "community": 476,
      "norm_label": "document"
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      "label": "._current_token()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/gmail.py",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_gmailconnector_current_token",
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      "norm_label": "._current_token()"
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      "label": "._refresh_token()",
      "file_type": "code",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_gmailconnector_refresh_token",
      "community": 620,
      "norm_label": "._refresh_token()"
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      "label": "._call_with_refresh()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/gmail.py",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_gmailconnector_call_with_refresh",
      "community": 620,
      "norm_label": "._call_with_refresh()"
    },
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      "label": ".delete_message()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L565",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_gmailconnector_delete_message",
      "community": 620,
      "norm_label": ".delete_message()"
    },
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      "label": ".archive_message()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L569",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_gmailconnector_archive_message",
      "community": 620,
      "norm_label": ".archive_message()"
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      "file_type": "code",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L575",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_gmailconnector_sync_status",
      "community": 119,
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      "label": "SyncStatus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_py_syncstatus",
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      "norm_label": "syncstatus"
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      "file_type": "code",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L588",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_gmailconnector_mcp_tools",
      "community": 119,
      "norm_label": ".mcp_tools()"
    },
    {
      "label": "ToolSpec",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_py_toolspec",
      "community": 119,
      "norm_label": "toolspec"
    },
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      "label": "Gmail connector \u2014 bulk email sync via the Gmail REST API.  Uses OAuth 2.0 toke",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_rationale_1",
      "community": 1,
      "norm_label": "gmail connector \u2014 bulk email sync via the gmail rest api.  uses oauth 2.0 toke"
    },
    {
      "label": "Call the Gmail ``messages.list`` endpoint.      Parameters     ----------",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L68",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_rationale_68",
      "community": 476,
      "norm_label": "call the gmail ``messages.list`` endpoint.      parameters     ----------"
    },
    {
      "label": "Move a Gmail message to Trash via the ``messages.trash`` endpoint.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L102",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_rationale_102",
      "community": 620,
      "norm_label": "move a gmail message to trash via the ``messages.trash`` endpoint."
    },
    {
      "label": "Modify labels on a Gmail message via the ``messages.modify`` endpoint.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L118",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_rationale_118",
      "community": 620,
      "norm_label": "modify labels on a gmail message via the ``messages.modify`` endpoint."
    },
    {
      "label": "Fetch a single Gmail message by ID (``full`` format).      Parameters     ---",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L134",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_rationale_134",
      "community": 476,
      "norm_label": "fetch a single gmail message by id (``full`` format).      parameters     ---"
    },
    {
      "label": "Return the value of the first header matching *name* (case-insensitive).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L164",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_rationale_164",
      "community": 476,
      "norm_label": "return the value of the first header matching *name* (case-insensitive)."
    },
    {
      "label": "Strip HTML tags and return readable text using stdlib only.      Skips <script",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L173",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_rationale_173",
      "community": 471,
      "norm_label": "strip html tags and return readable text using stdlib only.      skips <script"
    },
    {
      "label": "Convert HTML to plain text. Malformed input returns best-effort output.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L238",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_rationale_238",
      "community": 471,
      "norm_label": "convert html to plain text. malformed input returns best-effort output."
    },
    {
      "label": "Decode the message body from a Gmail payload dict.      Multipart messages pre",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L250",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_rationale_250",
      "community": 476,
      "norm_label": "decode the message body from a gmail payload dict.      multipart messages pre"
    },
    {
      "label": "Parse an RFC 2822 email date string into a :class:`~datetime.datetime`.      F",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L290",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_rationale_290",
      "community": 476,
      "norm_label": "parse an rfc 2822 email date string into a :class:`~datetime.datetime`.      f"
    },
    {
      "label": "Extract lowercase email addresses from a comma-separated header value.      Us",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L303",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_rationale_303",
      "community": 476,
      "norm_label": "extract lowercase email addresses from a comma-separated header value.      us"
    },
    {
      "label": "Pick the most specific Gmail system folder this message lives in.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L319",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_rationale_319",
      "community": 476,
      "norm_label": "pick the most specific gmail system folder this message lives in."
    },
    {
      "label": "Connector that syncs emails from Gmail via the REST API.      Authentication i",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L334",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_rationale_334",
      "community": 119,
      "norm_label": "connector that syncs emails from gmail via the rest api.      authentication i"
    },
    {
      "label": "Return ``True`` if a credentials file with a valid access token exists.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L364",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_rationale_364",
      "community": 119,
      "norm_label": "return ``true`` if a credentials file with a valid access token exists."
    },
    {
      "label": "Delete the stored credentials file.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L377",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_rationale_377",
      "community": 119,
      "norm_label": "delete the stored credentials file."
    },
    {
      "label": "Return a Google OAuth consent URL for the shared Google scopes.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L381",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_rationale_381",
      "community": 119,
      "norm_label": "return a google oauth consent url for the shared google scopes."
    },
    {
      "label": "Handle the OAuth callback by persisting the authorization code.          In a",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L388",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_rationale_388",
      "community": 119,
      "norm_label": "handle the oauth callback by persisting the authorization code.          in a"
    },
    {
      "label": "Yield :class:`Document` objects for Gmail messages.          Paginates through",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L402",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_rationale_402",
      "community": 476,
      "norm_label": "yield :class:`document` objects for gmail messages.          paginates through"
    },
    {
      "label": "Return the cached access token (may be expired).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L528",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_rationale_528",
      "community": 620,
      "norm_label": "return the cached access token (may be expired)."
    },
    {
      "label": "Refresh the access token using the stored refresh token.          Raises ``Run",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L535",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_rationale_535",
      "community": 620,
      "norm_label": "refresh the access token using the stored refresh token.          raises ``run"
    },
    {
      "label": "Invoke a ``_gmail_api_*`` function with auto-refresh on 401.          Tries wi",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L548",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_rationale_548",
      "community": 620,
      "norm_label": "invoke a ``_gmail_api_*`` function with auto-refresh on 401.          tries wi"
    },
    {
      "label": "Move a message to Trash (recoverable for 30 days).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L566",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_rationale_566",
      "community": 620,
      "norm_label": "move a message to trash (recoverable for 30 days)."
    },
    {
      "label": "Archive a message by removing the INBOX label.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L570",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_rationale_570",
      "community": 620,
      "norm_label": "archive a message by removing the inbox label."
    },
    {
      "label": "Return sync progress from the most recent :meth:`sync` call.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L576",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_rationale_576",
      "community": 119,
      "norm_label": "return sync progress from the most recent :meth:`sync` call."
    },
    {
      "label": "Expose three MCP tool specs for real-time Gmail queries.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/gmail.py",
      "source_location": "L589",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_rationale_589",
      "community": 119,
      "norm_label": "expose three mcp tool specs for real-time gmail queries."
    },
    {
      "label": "gmail_imap.py",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/gmail_imap.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_imap",
      "community": 1,
      "norm_label": "gmail_imap.py"
    },
    {
      "label": "_decode_subject()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/gmail_imap.py",
      "source_location": "L30",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_gmail_imap_decode_subject",
      "community": 37,
      "norm_label": "_decode_subject()"
    },
    {
      "label": "_extract_text_body()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/gmail_imap.py",
      "source_location": "L43",
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      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/granola.py",
      "source_location": "L262",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_granola_granolaconnector_disconnect",
      "community": 40,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".auth_url()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/granola.py",
      "source_location": "L267",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_granola_granolaconnector_auth_url",
      "community": 40,
      "norm_label": ".auth_url()"
    },
    {
      "label": ".handle_callback()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/granola.py",
      "source_location": "L279",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_granola_granolaconnector_handle_callback",
      "community": 1,
      "norm_label": ".handle_callback()"
    },
    {
      "label": ".sync()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/granola.py",
      "source_location": "L291",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_granola_granolaconnector_sync",
      "community": 40,
      "norm_label": ".sync()"
    },
    {
      "label": "Document",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_granola_py_document",
      "community": 40,
      "norm_label": "document"
    },
    {
      "label": ".sync_status()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/granola.py",
      "source_location": "L405",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_granola_granolaconnector_sync_status",
      "community": 40,
      "norm_label": ".sync_status()"
    },
    {
      "label": "SyncStatus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_granola_py_syncstatus",
      "community": 40,
      "norm_label": "syncstatus"
    },
    {
      "label": ".mcp_tools()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/granola.py",
      "source_location": "L418",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_granola_granolaconnector_mcp_tools",
      "community": 40,
      "norm_label": ".mcp_tools()"
    },
    {
      "label": "ToolSpec",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_granola_py_toolspec",
      "community": 40,
      "norm_label": "toolspec"
    },
    {
      "label": "Granola connector \u2014 syncs meeting notes via the Granola public API.  Uses an A",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/granola.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_granola_rationale_1",
      "community": 1,
      "norm_label": "granola connector \u2014 syncs meeting notes via the granola public api.  uses an a"
    },
    {
      "label": "Call the Granola ``GET /v1/notes`` endpoint.      Parameters     ----------",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/granola.py",
      "source_location": "L45",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_granola_rationale_45",
      "community": 40,
      "norm_label": "call the granola ``get /v1/notes`` endpoint.      parameters     ----------"
    },
    {
      "label": "Raised when a Granola API key is missing or rejected by the API.      Surfaced",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/granola.py",
      "source_location": "L80",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_granola_rationale_80",
      "community": 1,
      "norm_label": "raised when a granola api key is missing or rejected by the api.      surfaced"
    },
    {
      "label": "Verify an API key with a minimal ``GET /v1/notes?limit=1`` probe.      Raises",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/granola.py",
      "source_location": "L88",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_granola_rationale_88",
      "community": 1,
      "norm_label": "verify an api key with a minimal ``get /v1/notes?limit=1`` probe.      raises"
    },
    {
      "label": "Fetch a single Granola note by ID (includes transcript).      Parameters",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/granola.py",
      "source_location": "L115",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_granola_rationale_115",
      "community": 40,
      "norm_label": "fetch a single granola note by id (includes transcript).      parameters"
    },
    {
      "label": "Build a markdown string combining the note summary and transcript.      Parame",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/granola.py",
      "source_location": "L146",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_granola_rationale_146",
      "community": 40,
      "norm_label": "build a markdown string combining the note summary and transcript.      parame"
    },
    {
      "label": "Parse an ISO 8601 datetime string into a :class:`~datetime.datetime`.      Fal",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/granola.py",
      "source_location": "L190",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_granola_rationale_190",
      "community": 40,
      "norm_label": "parse an iso 8601 datetime string into a :class:`~datetime.datetime`.      fal"
    },
    {
      "label": "Connector that syncs meeting notes from Granola via the public REST API.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/granola.py",
      "source_location": "L209",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_granola_rationale_209",
      "community": 40,
      "norm_label": "connector that syncs meeting notes from granola via the public rest api."
    },
    {
      "label": "Return the active API key \u2014 direct > credentials file.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/granola.py",
      "source_location": "L246",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_granola_rationale_246",
      "community": 40,
      "norm_label": "return the active api key \u2014 direct > credentials file."
    },
    {
      "label": "Return ``True`` if a valid API key is available.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/granola.py",
      "source_location": "L259",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_granola_rationale_259",
      "community": 40,
      "norm_label": "return ``true`` if a valid api key is available."
    },
    {
      "label": "Clear the in-memory API key and delete the stored credentials file.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/granola.py",
      "source_location": "L263",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_granola_rationale_263",
      "community": 40,
      "norm_label": "clear the in-memory api key and delete the stored credentials file."
    },
    {
      "label": "Return the URL where users can create a Granola API key.          Users must o",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/granola.py",
      "source_location": "L268",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_granola_rationale_268",
      "community": 40,
      "norm_label": "return the url where users can create a granola api key.          users must o"
    },
    {
      "label": "Validate and persist the API key.          The *code* parameter holds the raw",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/granola.py",
      "source_location": "L280",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_granola_rationale_280",
      "community": 1,
      "norm_label": "validate and persist the api key.          the *code* parameter holds the raw"
    },
    {
      "label": "Yield :class:`Document` objects for Granola meeting notes.          Paginates",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/granola.py",
      "source_location": "L297",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_granola_rationale_297",
      "community": 40,
      "norm_label": "yield :class:`document` objects for granola meeting notes.          paginates"
    },
    {
      "label": "Return sync progress from the most recent :meth:`sync` call.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/granola.py",
      "source_location": "L406",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_granola_rationale_406",
      "community": 40,
      "norm_label": "return sync progress from the most recent :meth:`sync` call."
    },
    {
      "label": "Expose two MCP tool specs for real-time Granola queries.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/granola.py",
      "source_location": "L419",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_granola_rationale_419",
      "community": 40,
      "norm_label": "expose two mcp tool specs for real-time granola queries."
    },
    {
      "label": "hackernews.py",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/hackernews.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hackernews",
      "community": 1,
      "norm_label": "hackernews.py"
    },
    {
      "label": "_hn_top_story_ids()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/hackernews.py",
      "source_location": "L20",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hackernews_hn_top_story_ids",
      "community": 327,
      "norm_label": "_hn_top_story_ids()"
    },
    {
      "label": "_hn_item()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/hackernews.py",
      "source_location": "L27",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hackernews_hn_item",
      "community": 327,
      "norm_label": "_hn_item()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hackernews_py_any",
      "community": 327,
      "norm_label": "any"
    },
    {
      "label": "HackerNewsConnector",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/hackernews.py",
      "source_location": "L35",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hackernews_hackernewsconnector",
      "community": 327,
      "norm_label": "hackernewsconnector"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/hackernews.py",
      "source_location": "L42",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hackernews_hackernewsconnector_init",
      "community": 327,
      "norm_label": ".__init__()"
    },
    {
      "label": ".is_connected()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/hackernews.py",
      "source_location": "L45",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hackernews_hackernewsconnector_is_connected",
      "community": 327,
      "norm_label": ".is_connected()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/hackernews.py",
      "source_location": "L48",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hackernews_hackernewsconnector_disconnect",
      "community": 327,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".sync()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/hackernews.py",
      "source_location": "L51",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hackernews_hackernewsconnector_sync",
      "community": 327,
      "norm_label": ".sync()"
    },
    {
      "label": "datetime",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hackernews_py_datetime",
      "community": 327,
      "norm_label": "datetime"
    },
    {
      "label": "Document",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hackernews_py_document",
      "community": 327,
      "norm_label": "document"
    },
    {
      "label": ".sync_status()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/hackernews.py",
      "source_location": "L90",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hackernews_hackernewsconnector_sync_status",
      "community": 327,
      "norm_label": ".sync_status()"
    },
    {
      "label": "SyncStatus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hackernews_py_syncstatus",
      "community": 327,
      "norm_label": "syncstatus"
    },
    {
      "label": "Hacker News connector \u2014 top stories from the HN Firebase API.  No authenticati",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/hackernews.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hackernews_rationale_1",
      "community": 1,
      "norm_label": "hacker news connector \u2014 top stories from the hn firebase api.  no authenticati"
    },
    {
      "label": "Fetch the list of top story IDs.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/hackernews.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hackernews_rationale_21",
      "community": 327,
      "norm_label": "fetch the list of top story ids."
    },
    {
      "label": "Fetch a single HN item by ID.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/hackernews.py",
      "source_location": "L28",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hackernews_rationale_28",
      "community": 327,
      "norm_label": "fetch a single hn item by id."
    },
    {
      "label": "Fetch the current top stories from Hacker News.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/hackernews.py",
      "source_location": "L36",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hackernews_rationale_36",
      "community": 327,
      "norm_label": "fetch the current top stories from hacker news."
    },
    {
      "label": "Yield Documents for the top 5 Hacker News stories.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/hackernews.py",
      "source_location": "L54",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hackernews_rationale_54",
      "community": 327,
      "norm_label": "yield documents for the top 5 hacker news stories."
    },
    {
      "label": "hybrid_search.py",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/hybrid_search.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hybrid_search",
      "community": 14,
      "norm_label": "hybrid_search.py"
    },
    {
      "label": "SearchHit",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/hybrid_search.py",
      "source_location": "L41",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hybrid_search_searchhit",
      "community": 14,
      "norm_label": "searchhit"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/hybrid_search.py",
      "source_location": "L63",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hybrid_search_searchhit_to_dict",
      "community": 14,
      "norm_label": ".to_dict()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hybrid_search_py_any",
      "community": 14,
      "norm_label": "any"
    },
    {
      "label": "_iso()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/hybrid_search.py",
      "source_location": "L83",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hybrid_search_iso",
      "community": 14,
      "norm_label": "_iso()"
    },
    {
      "label": "datetime",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hybrid_search_py_datetime",
      "community": 14,
      "norm_label": "datetime"
    },
    {
      "label": "_quote_fts()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/hybrid_search.py",
      "source_location": "L91",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hybrid_search_quote_fts",
      "community": 14,
      "norm_label": "_quote_fts()"
    },
    {
      "label": "_parse_participants()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/hybrid_search.py",
      "source_location": "L104",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hybrid_search_parse_participants",
      "community": 14,
      "norm_label": "_parse_participants()"
    },
    {
      "label": "_snippet()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/hybrid_search.py",
      "source_location": "L116",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hybrid_search_snippet",
      "community": 14,
      "norm_label": "_snippet()"
    },
    {
      "label": "HybridSearch",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/hybrid_search.py",
      "source_location": "L128",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hybrid_search_hybridsearch",
      "community": 14,
      "norm_label": "hybridsearch"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/hybrid_search.py",
      "source_location": "L149",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hybrid_search_hybridsearch_init",
      "community": 18,
      "norm_label": ".__init__()"
    },
    {
      "label": "OllamaEmbedder",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hybrid_search_py_ollamaembedder",
      "community": 18,
      "norm_label": "ollamaembedder"
    },
    {
      "label": "._build_filters()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/hybrid_search.py",
      "source_location": "L172",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hybrid_search_hybridsearch_build_filters",
      "community": 14,
      "norm_label": "._build_filters()"
    },
    {
      "label": "._bm25_recall()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/hybrid_search.py",
      "source_location": "L222",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hybrid_search_hybridsearch_bm25_recall",
      "community": 14,
      "norm_label": "._bm25_recall()"
    },
    {
      "label": "._vector_recall()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/hybrid_search.py",
      "source_location": "L251",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hybrid_search_hybridsearch_vector_recall",
      "community": 14,
      "norm_label": "._vector_recall()"
    },
    {
      "label": "._fuse()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/hybrid_search.py",
      "source_location": "L305",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hybrid_search_hybridsearch_fuse",
      "community": 14,
      "norm_label": "._fuse()"
    },
    {
      "label": "._thread_context()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/hybrid_search.py",
      "source_location": "L338",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hybrid_search_hybridsearch_thread_context",
      "community": 14,
      "norm_label": "._thread_context()"
    },
    {
      "label": ".search()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/hybrid_search.py",
      "source_location": "L384",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hybrid_search_hybridsearch_search",
      "community": 14,
      "norm_label": ".search()"
    },
    {
      "label": "Hybrid retrieval over the KnowledgeStore: metadata filter + BM25 + vector cosine",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/hybrid_search.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hybrid_search_rationale_1",
      "community": 14,
      "norm_label": "hybrid retrieval over the knowledgestore: metadata filter + bm25 + vector cosine"
    },
    {
      "label": "A single hybrid-search result with enough context for citation.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/hybrid_search.py",
      "source_location": "L42",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hybrid_search_rationale_42",
      "community": 14,
      "norm_label": "a single hybrid-search result with enough context for citation."
    },
    {
      "label": "Make a plain user query safe for FTS5 MATCH.      FTS5 treats characters like",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/hybrid_search.py",
      "source_location": "L92",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_hybrid_search_rationale_92",
      "community": 14,
      "norm_label": "make a plain user query safe for fts5 match.      fts5 treats characters like"
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    {
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      "source_file": "src/openjarvis/connectors/notion.py",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_notion_notionconnector_auth_url",
      "community": 1,
      "norm_label": ".auth_url()"
    },
    {
      "label": ".handle_callback()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/notion.py",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_notion_notionconnector_handle_callback",
      "community": 1,
      "norm_label": ".handle_callback()"
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      "label": ".sync()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/notion.py",
      "source_location": "L307",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_notion_notionconnector_sync",
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      "norm_label": ".sync()"
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      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_notion_py_document",
      "community": 186,
      "norm_label": "document"
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      "file_type": "code",
      "source_file": "src/openjarvis/connectors/notion.py",
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      "_origin": "ast",
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      "norm_label": ".sync_status()"
    },
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      "label": "SyncStatus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_notion_py_syncstatus",
      "community": 1,
      "norm_label": "syncstatus"
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      "source_file": "src/openjarvis/connectors/notion.py",
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      "_origin": "ast",
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      "norm_label": ".mcp_tools()"
    },
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      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_notion_py_toolspec",
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      "norm_label": "toolspec"
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      "label": "Notion connector \u2014 syncs pages via the Notion REST API.  Uses a Notion interna",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/notion.py",
      "source_location": "L1",
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      "community": 1,
      "norm_label": "notion connector \u2014 syncs pages via the notion rest api.  uses a notion interna"
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      "file_type": "rationale",
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      "norm_label": "call the notion ``/v1/search`` endpoint to list accessible pages.      paramet"
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      "community": 186,
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      "label": "Concatenate plain_text from all rich_text entries in *block_data*.",
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      "norm_label": "concatenate plain_text from all rich_text entries in *block_data*."
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      "file_type": "rationale",
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      "community": 186,
      "norm_label": "convert a list of notion block objects to a markdown string.      supported bl"
    },
    {
      "label": "Extract the plain-text title from a Notion page object.",
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      "source_file": "src/openjarvis/connectors/notion.py",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_notion_rationale_205",
      "community": 186,
      "norm_label": "extract the plain-text title from a notion page object."
    },
    {
      "label": "Parse an ISO 8601 datetime string (as returned by Notion) into a datetime.",
      "file_type": "rationale",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_notion_rationale_221",
      "community": 186,
      "norm_label": "parse an iso 8601 datetime string (as returned by notion) into a datetime."
    },
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      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/notion.py",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_notion_rationale_238",
      "community": 1,
      "norm_label": "connector that syncs pages from notion via the rest api.      authentication u"
    },
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_notion_rationale_275",
      "community": 1,
      "norm_label": "return the active token \u2014 direct > file."
    },
    {
      "label": "Return ``True`` if a valid token is available.",
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      "source_file": "src/openjarvis/connectors/notion.py",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_notion_rationale_288",
      "community": 1,
      "norm_label": "return ``true`` if a valid token is available."
    },
    {
      "label": "Clear the in-memory token and delete the stored credentials file.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/notion.py",
      "source_location": "L292",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_notion_rationale_292",
      "community": 1,
      "norm_label": "clear the in-memory token and delete the stored credentials file."
    },
    {
      "label": "Return the URL where users can create a Notion integration token.",
      "file_type": "rationale",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_notion_rationale_297",
      "community": 1,
      "norm_label": "return the url where users can create a notion integration token."
    },
    {
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_notion_rationale_301",
      "community": 1,
      "norm_label": "persist the integration token to the credentials file.          the *code* par"
    },
    {
      "label": "Yield :class:`Document` objects for Notion pages.          Paginates through `",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/notion.py",
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      "_origin": "ast",
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      "community": 186,
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    },
    {
      "label": "Return sync progress from the most recent :meth:`sync` call.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/notion.py",
      "source_location": "L384",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_notion_rationale_384",
      "community": 1,
      "norm_label": "return sync progress from the most recent :meth:`sync` call."
    },
    {
      "label": "Expose two MCP tool specs for real-time Notion queries.",
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      "community": 1,
      "norm_label": "expose two mcp tool specs for real-time notion queries."
    },
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      "file_type": "code",
      "source_file": "src/openjarvis/connectors/oauth.py",
      "source_location": "L1",
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      "community": 1,
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    },
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      "label": "get_client_credentials()",
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      "_origin": "ast",
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      "community": 1,
      "norm_label": "save_client_credentials()"
    },
    {
      "label": "build_google_auth_url()",
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      "source_file": "src/openjarvis/connectors/oauth.py",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_build_google_auth_url",
      "community": 1,
      "norm_label": "build_google_auth_url()"
    },
    {
      "label": "resolve_google_credentials()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/oauth.py",
      "source_location": "L230",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_resolve_google_credentials",
      "community": 1,
      "norm_label": "resolve_google_credentials()"
    },
    {
      "label": "load_tokens()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/oauth.py",
      "source_location": "L244",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_load_tokens",
      "community": 1,
      "norm_label": "load_tokens()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_py_any",
      "community": 1,
      "norm_label": "any"
    },
    {
      "label": "save_tokens()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/oauth.py",
      "source_location": "L260",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_save_tokens",
      "community": 1,
      "norm_label": "save_tokens()"
    },
    {
      "label": "delete_tokens()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/oauth.py",
      "source_location": "L271",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_delete_tokens",
      "community": 1,
      "norm_label": "delete_tokens()"
    },
    {
      "label": "refresh_google_token()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/oauth.py",
      "source_location": "L278",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_refresh_google_token",
      "community": 1,
      "norm_label": "refresh_google_token()"
    },
    {
      "label": "exchange_google_token()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/oauth.py",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_exchange_google_token",
      "community": 1,
      "norm_label": "exchange_google_token()"
    },
    {
      "label": "run_oauth_flow()",
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      "source_file": "src/openjarvis/connectors/oauth.py",
      "source_location": "L381",
      "_origin": "ast",
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      "norm_label": "run_oauth_flow()"
    },
    {
      "label": "_wait_for_callback_code()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/oauth.py",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_wait_for_callback_code",
      "community": 1,
      "norm_label": "_wait_for_callback_code()"
    },
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      "label": "_exchange_token()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/oauth.py",
      "source_location": "L619",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_exchange_token",
      "community": 1,
      "norm_label": "_exchange_token()"
    },
    {
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      "file_type": "code",
      "source_file": "src/openjarvis/connectors/oauth.py",
      "source_location": "L648",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_run_connector_oauth",
      "community": 1,
      "norm_label": "run_connector_oauth()"
    },
    {
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      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/oauth.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_rationale_1",
      "community": 1,
      "norm_label": "shared oauth 2.0 helpers for all connectors.  provides: - ``oauthprovider`` r"
    },
    {
      "label": "Configuration for an OAuth 2.0 provider.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/oauth.py",
      "source_location": "L35",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_rationale_35",
      "community": 1,
      "norm_label": "configuration for an oauth 2.0 provider."
    },
    {
      "label": "Return the OAuthProvider that covers *connector_id*, or ``None``.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/oauth.py",
      "source_location": "L125",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_rationale_125",
      "community": 1,
      "norm_label": "return the oauthprovider that covers *connector_id*, or ``none``."
    },
    {
      "label": "Load stored client_id and client_secret for *provider*.      Checks credential",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/oauth.py",
      "source_location": "L140",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_rationale_140",
      "community": 1,
      "norm_label": "load stored client_id and client_secret for *provider*.      checks credential"
    },
    {
      "label": "Persist client credentials so the user never has to enter them again.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/oauth.py",
      "source_location": "L168",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_rationale_168",
      "community": 1,
      "norm_label": "persist client credentials so the user never has to enter them again."
    },
    {
      "label": "Build a Google OAuth2 consent URL.      Parameters     ----------     client",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/oauth.py",
      "source_location": "L198",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_rationale_198",
      "community": 1,
      "norm_label": "build a google oauth2 consent url.      parameters     ----------     client"
    },
    {
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      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/oauth.py",
      "source_location": "L231",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_rationale_231",
      "community": 1,
      "norm_label": "return the best available google credentials file path.      checks the connec"
    },
    {
      "label": "Load OAuth tokens from a JSON file.      Returns ``None`` if the file is missi",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/oauth.py",
      "source_location": "L245",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_rationale_245",
      "community": 1,
      "norm_label": "load oauth tokens from a json file.      returns ``none`` if the file is missi"
    },
    {
      "label": "Persist *tokens* to *path* as JSON with owner-only (0o600) permissions.      C",
      "file_type": "rationale",
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      "source_location": "L261",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_rationale_261",
      "community": 1,
      "norm_label": "persist *tokens* to *path* as json with owner-only (0o600) permissions.      c"
    },
    {
      "label": "Delete the credentials file at *path* if it exists.",
      "file_type": "rationale",
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      "source_location": "L272",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_rationale_272",
      "community": 1,
      "norm_label": "delete the credentials file at *path* if it exists."
    },
    {
      "label": "Refresh a Google access token using the stored refresh token.      Reads the c",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/oauth.py",
      "source_location": "L279",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_rationale_279",
      "community": 1,
      "norm_label": "refresh a google access token using the stored refresh token.      reads the c"
    },
    {
      "label": "Exchange an authorization code for access + refresh tokens.      Parameters",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/oauth.py",
      "source_location": "L345",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_rationale_345",
      "community": 1,
      "norm_label": "exchange an authorization code for access + refresh tokens.      parameters"
    },
    {
      "label": "Run the full OAuth flow: browser consent, callback, token exchange.      Steps",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/oauth.py",
      "source_location": "L388",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_rationale_388",
      "community": 1,
      "norm_label": "run the full oauth flow: browser consent, callback, token exchange.      steps"
    },
    {
      "label": "Start a localhost HTTP server and wait for ``?code=`` on *path*.      Returns",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/oauth.py",
      "source_location": "L546",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_rationale_546",
      "community": 1,
      "norm_label": "start a localhost http server and wait for ``?code=`` on *path*.      returns"
    },
    {
      "label": "Exchange an authorization *code* for tokens using *provider* config.",
      "file_type": "rationale",
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      "source_location": "L626",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_rationale_626",
      "community": 1,
      "norm_label": "exchange an authorization *code* for tokens using *provider* config."
    },
    {
      "label": "Run a complete OAuth flow for *connector_id*.      1. Look up the ``OAuthProvi",
      "file_type": "rationale",
      "source_file": "src/openjarvis/connectors/oauth.py",
      "source_location": "L653",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_oauth_rationale_653",
      "community": 1,
      "norm_label": "run a complete oauth flow for *connector_id*.      1. look up the ``oauthprovi"
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      "file_type": "code",
      "source_file": "src/openjarvis/connectors/obsidian.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_connectors_obsidian",
      "community": 1,
      "norm_label": "obsidian.py"
    },
    {
      "label": "_parse_frontmatter()",
      "file_type": "code",
      "source_file": "src/openjarvis/connectors/obsidian.py",
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      "community": 800,
      "norm_label": "_parse_frontmatter()"
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      "label": "Any",
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      "source_file": "",
      "source_location": "",
      "_origin": "ast",
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      "community": 800,
      "norm_label": "any"
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    {
      "label": "ObsidianConnector",
      "file_type": "code",
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      "_origin": "ast",
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      "label": "Refresh an expired Strava OAuth2 token.",
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      "label": "Return Strava OAuth authorization URL.",
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      "id": "src_openjarvis_connectors_sync_engine",
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      "_origin": "ast",
      "id": "src_openjarvis_connectors_weather_weatherconnector_disconnect",
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      "label": "Fetch current weather and short-term forecast from OpenWeatherMap.",
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      "_origin": "ast",
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      "norm_label": "fetch current weather and short-term forecast from openweathermap."
    },
    {
      "label": "Load API key and location from disk.",
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      "norm_label": "load api key and location from disk."
    },
    {
      "label": "Yield Documents for current weather and forecast.",
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      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_py_any",
      "community": 43,
      "norm_label": "any"
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    {
      "label": "_migrate_toml_data()",
      "file_type": "code",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L1687",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_migrate_toml_data",
      "community": 43,
      "norm_label": "_migrate_toml_data()"
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    {
      "label": "_parse_mining_section()",
      "file_type": "code",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L1721",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_parse_mining_section",
      "community": 121,
      "norm_label": "_parse_mining_section()"
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    {
      "label": "load_config()",
      "file_type": "code",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L1763",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_load_config",
      "community": 43,
      "norm_label": "load_config()"
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    {
      "label": "generate_minimal_toml()",
      "file_type": "code",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L1855",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_generate_minimal_toml",
      "community": 31,
      "norm_label": "generate_minimal_toml()"
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    {
      "label": "generate_default_toml()",
      "file_type": "code",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L1892",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_generate_default_toml",
      "community": 31,
      "norm_label": "generate_default_toml()"
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    {
      "label": "Configuration loading, hardware detection, and engine recommendation.  User co",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_1",
      "community": 1,
      "norm_label": "configuration loading, hardware detection, and engine recommendation.  user co"
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    {
      "label": "Ensure the config directory exists with restrictive permissions.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L41",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_41",
      "community": 43,
      "norm_label": "ensure the config directory exists with restrictive permissions."
    },
    {
      "label": "Detected GPU metadata.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L49",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_49",
      "community": 31,
      "norm_label": "detected gpu metadata."
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    {
      "label": "Detected system hardware.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L60",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_60",
      "community": 31,
      "norm_label": "detected system hardware."
    },
    {
      "label": "Run a command and return stripped stdout, or empty string on failure.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L75",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_75",
      "community": 55,
      "norm_label": "run a command and return stripped stdout, or empty string on failure."
    },
    {
      "label": "Best-effort CPU brand string.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L170",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_170",
      "community": 55,
      "norm_label": "best-effort cpu brand string."
    },
    {
      "label": "Auto-detect hardware capabilities with graceful fallbacks.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L224",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_224",
      "community": 221,
      "norm_label": "auto-detect hardware capabilities with graceful fallbacks."
    },
    {
      "label": "Suggest the best inference engine for the detected hardware.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L241",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_241",
      "community": 31,
      "norm_label": "suggest the best inference engine for the detected hardware."
    },
    {
      "label": "Return usable memory in GB for model loading.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L263",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_263",
      "community": 31,
      "norm_label": "return usable memory in gb for model loading."
    },
    {
      "label": "Suggest a default model for the selected engine and hardware.      For Lemonad",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L287",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_287",
      "community": 31,
      "norm_label": "suggest a default model for the selected engine and hardware.      for lemonad"
    },
    {
      "label": "Estimate download size in GB for Q4_K_M quantized model.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L333",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_333",
      "community": 16,
      "norm_label": "estimate download size in gb for q4_k_m quantized model."
    },
    {
      "label": "Per-engine config for Ollama.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L344",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_344",
      "community": 1,
      "norm_label": "per-engine config for ollama."
    },
    {
      "label": "Per-engine config for vLLM.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L351",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_351",
      "community": 1,
      "norm_label": "per-engine config for vllm."
    },
    {
      "label": "Per-engine config for SGLang.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L358",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_358",
      "community": 1,
      "norm_label": "per-engine config for sglang."
    },
    {
      "label": "Per-engine config for llama.cpp.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L365",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_365",
      "community": 1,
      "norm_label": "per-engine config for llama.cpp."
    },
    {
      "label": "Per-engine config for MLX.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L373",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_373",
      "community": 1,
      "norm_label": "per-engine config for mlx."
    },
    {
      "label": "Per-engine config for LM Studio.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L380",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_380",
      "community": 1,
      "norm_label": "per-engine config for lm studio."
    },
    {
      "label": "Per-engine config for Apple Foundation Models.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L409",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_409",
      "community": 1,
      "norm_label": "per-engine config for apple foundation models."
    },
    {
      "label": "Per-engine config for gemma.cpp.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L416",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_416",
      "community": 141,
      "norm_label": "per-engine config for gemma.cpp."
    },
    {
      "label": "Per-engine config for Lemonade.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L426",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_426",
      "community": 1,
      "norm_label": "per-engine config for lemonade."
    },
    {
      "label": "Inference engine settings with nested per-engine configs.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L433",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_433",
      "community": 22,
      "norm_label": "inference engine settings with nested per-engine configs."
    },
    {
      "label": "Deprecated: use ``engine.ollama.host``.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L452",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_452",
      "community": 22,
      "norm_label": "deprecated: use ``engine.ollama.host``."
    },
    {
      "label": "Deprecated: use ``engine.vllm.host``.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L461",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_461",
      "community": 22,
      "norm_label": "deprecated: use ``engine.vllm.host``."
    },
    {
      "label": "Deprecated: use ``engine.llamacpp.host``.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L470",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_470",
      "community": 22,
      "norm_label": "deprecated: use ``engine.llamacpp.host``."
    },
    {
      "label": "Deprecated: use ``engine.llamacpp.binary_path``.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L479",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_479",
      "community": 22,
      "norm_label": "deprecated: use ``engine.llamacpp.binary_path``."
    },
    {
      "label": "Deprecated: use ``engine.lmstudio.host``.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L506",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_506",
      "community": 22,
      "norm_label": "deprecated: use ``engine.lmstudio.host``."
    },
    {
      "label": "Deprecated: use ``engine.apple_fm.host``.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L542",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_542",
      "community": 22,
      "norm_label": "deprecated: use ``engine.apple_fm.host``."
    },
    {
      "label": "Deprecated: use ``engine.lemonade.host``.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L551",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_551",
      "community": 22,
      "norm_label": "deprecated: use ``engine.lemonade.host``."
    },
    {
      "label": "The model \u2014 identity, paths, quantization, and generation defaults.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L561",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_561",
      "community": 22,
      "norm_label": "the model \u2014 identity, paths, quantization, and generation defaults."
    },
    {
      "label": "Routing sub-policy config within Learning.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L581",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_581",
      "community": 1,
      "norm_label": "routing sub-policy config within learning."
    },
    {
      "label": "General-purpose SFT training config. Maps to [learning.intelligence.sft].",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L589",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_589",
      "community": 211,
      "norm_label": "general-purpose sft training config. maps to [learning.intelligence.sft]."
    },
    {
      "label": "General-purpose GRPO training config. Maps to [learning.intelligence.grpo].",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L613",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_613",
      "community": 154,
      "norm_label": "general-purpose grpo training config. maps to [learning.intelligence.grpo]."
    },
    {
      "label": "DSPy agent optimizer config. Maps to [learning.agent.dspy].",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L637",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_637",
      "community": 375,
      "norm_label": "dspy agent optimizer config. maps to [learning.agent.dspy]."
    },
    {
      "label": "GEPA agent optimizer config. Maps to [learning.agent.gepa].",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L657",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_657",
      "community": 54,
      "norm_label": "gepa agent optimizer config. maps to [learning.agent.gepa]."
    },
    {
      "label": "ACE agent optimizer config. Maps to ``[learning.agent.ace]``.      ACE (Agenti",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L674",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_674",
      "community": 115,
      "norm_label": "ace agent optimizer config. maps to ``[learning.agent.ace]``.      ace (agenti"
    },
    {
      "label": "Intelligence sub-policy config within Learning.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L720",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_720",
      "community": 1,
      "norm_label": "intelligence sub-policy config within learning."
    },
    {
      "label": "Agent sub-policy config within Learning.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L729",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_729",
      "community": 1,
      "norm_label": "agent sub-policy config within learning."
    },
    {
      "label": "Configuration for the skills learning loop (Plan 2A).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L739",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_739",
      "community": 9,
      "norm_label": "configuration for the skills learning loop (plan 2a)."
    },
    {
      "label": "Reward / optimization metric weights.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L750",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_750",
      "community": 1,
      "norm_label": "reward / optimization metric weights."
    },
    {
      "label": "Composite reward weights for Intelligence-edit training (paper Eq. 1).      R(",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L760",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_760",
      "community": 1,
      "norm_label": "composite reward weights for intelligence-edit training (paper eq. 1).      r("
    },
    {
      "label": "LLM-guided spec search config (paper \u00a73.3, Algorithm 1).      Maps to ``[learn",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L773",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_773",
      "community": 191,
      "norm_label": "llm-guided spec search config (paper \u00a73.3, algorithm 1).      maps to ``[learn"
    },
    {
      "label": "Learning system settings with per-primitive sub-policies.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L808",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_808",
      "community": 9,
      "norm_label": "learning system settings with per-primitive sub-policies."
    },
    {
      "label": "Deprecated: use ``learning.routing.policy``.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L832",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_832",
      "community": 9,
      "norm_label": "deprecated: use ``learning.routing.policy``."
    },
    {
      "label": "Deprecated: use ``learning.intelligence.policy``.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L841",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_841",
      "community": 9,
      "norm_label": "deprecated: use ``learning.intelligence.policy``."
    },
    {
      "label": "Deprecated: use ``learning.agent.policy``.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L850",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_850",
      "community": 9,
      "norm_label": "deprecated: use ``learning.agent.policy``."
    },
    {
      "label": "Deprecated: use ``learning.metrics.*``.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L859",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_859",
      "community": 9,
      "norm_label": "deprecated: use ``learning.metrics.*``."
    },
    {
      "label": "Storage (memory) backend settings.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L894",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_894",
      "community": 12,
      "norm_label": "storage (memory) backend settings."
    },
    {
      "label": "MCP (Model Context Protocol) settings.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L911",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_911",
      "community": 1,
      "norm_label": "mcp (model context protocol) settings."
    },
    {
      "label": "Browser automation settings (Playwright).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L919",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_919",
      "community": 1,
      "norm_label": "browser automation settings (playwright)."
    },
    {
      "label": "Tools primitive settings \u2014 wraps storage and MCP configuration.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L929",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_929",
      "community": 22,
      "norm_label": "tools primitive settings \u2014 wraps storage and mcp configuration."
    },
    {
      "label": "Agent harness settings \u2014 orchestration, tools, system prompt.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L939",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_939",
      "community": 22,
      "norm_label": "agent harness settings \u2014 orchestration, tools, system prompt."
    },
    {
      "label": "Deprecated: use ``agent.tools``.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L957",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_957",
      "community": 22,
      "norm_label": "deprecated: use ``agent.tools``."
    },
    {
      "label": "Telemetry persistence settings.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L996",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_996",
      "community": 1,
      "norm_label": "telemetry persistence settings."
    },
    {
      "label": "External anonymous usage analytics (PostHog).      Separate concern from :clas",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L1010",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_1010",
      "community": 372,
      "norm_label": "external anonymous usage analytics (posthog).      separate concern from :clas"
    },
    {
      "label": "Trace system settings.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L1031",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_1031",
      "community": 1,
      "norm_label": "trace system settings."
    },
    {
      "label": "Proactive agent \u2014 autonomous action scheduling and approval routing.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L1039",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_1039",
      "community": 1,
      "norm_label": "proactive agent \u2014 autonomous action scheduling and approval routing."
    },
    {
      "label": "Per-channel config for Telegram.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L1052",
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      "label": "Per-channel config for Discord.",
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      "label": "Per-channel config for Slack.",
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      "id": "src_openjarvis_core_config_rationale_1068",
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      "norm_label": "per-channel config for slack."
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      "label": "Per-channel config for generic webhooks.",
      "file_type": "rationale",
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      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_1076",
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      "norm_label": "per-channel config for generic webhooks."
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      "label": "Per-channel config for email (SMTP/IMAP).",
      "file_type": "rationale",
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      "norm_label": "per-channel config for email (smtp/imap)."
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      "label": "Per-channel config for WhatsApp Cloud API.",
      "file_type": "rationale",
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      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_1098",
      "community": 1,
      "norm_label": "per-channel config for whatsapp cloud api."
    },
    {
      "label": "Per-channel config for Signal (via signal-cli REST API).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
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      "_origin": "ast",
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      "norm_label": "per-channel config for signal (via signal-cli rest api)."
    },
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      "label": "Per-channel config for Google Chat webhooks.",
      "file_type": "rationale",
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      "label": "Per-channel config for in-memory webchat.",
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    },
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      "label": "Per-channel config for Microsoft Teams (Bot Framework).",
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      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_1139",
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      "norm_label": "per-channel config for microsoft teams (bot framework)."
    },
    {
      "label": "Per-channel config for Matrix.",
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      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L1148",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_1148",
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      "norm_label": "per-channel config for matrix."
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      "label": "Per-channel config for Mattermost.",
      "file_type": "rationale",
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      "label": "Per-channel config for BlueBubbles (iMessage bridge).",
      "file_type": "rationale",
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      "_origin": "ast",
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      "norm_label": "per-channel config for bluebubbles (imessage bridge)."
    },
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      "label": "Per-channel config for WhatsApp via Baileys protocol.",
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      "_origin": "ast",
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      "norm_label": "channel messaging settings."
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      "label": "RBAC capability system settings.",
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      "id": "src_openjarvis_core_config_rationale_1220",
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      "id": "src_openjarvis_core_config_rationale_1228",
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      "norm_label": "security guardrails settings."
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      "label": "Expand a named security profile into config fields.      Fields in *overrides*",
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      "id": "src_openjarvis_core_config_rationale_1300",
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      "label": "Container sandbox settings.",
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      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_1330",
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      "norm_label": "container sandbox settings."
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      "label": "Task scheduler settings.",
      "file_type": "rationale",
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      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_1354",
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      "file_type": "rationale",
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      "id": "src_openjarvis_core_config_rationale_1363",
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      "label": "Speech-to-text settings.",
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      "source_file": "src/openjarvis/core/config.py",
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      "norm_label": "speech-to-text settings."
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      "label": "Configuration optimization settings.",
      "file_type": "rationale",
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      "id": "src_openjarvis_core_config_rationale_1403",
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      "file_type": "rationale",
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      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_1417",
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      "label": "Persistent memory-file paths and nudge settings.",
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      "id": "src_openjarvis_core_config_rationale_1425",
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    },
    {
      "label": "Limits and strategy for system-prompt assembly.",
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      "source_file": "src/openjarvis/core/config.py",
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      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_1436",
      "community": 532,
      "norm_label": "limits and strategy for system-prompt assembly."
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      "label": "Configuration for context compression.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L1448",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_1448",
      "community": 1,
      "norm_label": "configuration for context compression."
    },
    {
      "label": "Configuration for a single skill source (Hermes, OpenClaw, GitHub).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L1457",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_1457",
      "community": 133,
      "norm_label": "configuration for a single skill source (hermes, openclaw, github)."
    },
    {
      "label": "Configuration for agent-authored procedural skills.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
      "source_location": "L1467",
      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_1467",
      "community": 133,
      "norm_label": "configuration for agent-authored procedural skills."
    },
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      "label": "Configuration for a single digest section.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/core/config.py",
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      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_1484",
      "community": 1,
      "norm_label": "configuration for a single digest section."
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      "label": "Configuration for the morning digest feature.",
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      "source_file": "src/openjarvis/core/config.py",
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      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_1493",
      "community": 1,
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      "label": "Top-level configuration for OpenJarvis.",
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      "norm_label": "top-level configuration for openjarvis."
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      "label": "Backward-compatible accessor \u2014 canonical location is tools.storage.",
      "file_type": "rationale",
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      "label": "Backward-compatible setter.",
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      "id": "src_openjarvis_core_config_rationale_1584",
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      "id": "src_openjarvis_core_config_rationale_1654",
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      "source_file": "src/openjarvis/core/config.py",
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      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_1688",
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      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_1722",
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      "_origin": "ast",
      "id": "src_openjarvis_core_config_rationale_1764",
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      "file_type": "code",
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      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_core_credentials",
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      "label": "load_credentials()",
      "file_type": "code",
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      "_origin": "ast",
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      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
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      "community": 296,
      "norm_label": "path"
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      "file_type": "code",
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      "_origin": "ast",
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      "norm_label": "save_credential()"
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      "file_type": "code",
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      "_origin": "ast",
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      "community": 296,
      "norm_label": "get_credential_status()"
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      "id": "src_openjarvis_core_credentials_inject_credentials",
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      "norm_label": "inject_credentials()"
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      "label": "get_tool_credential()",
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      "_origin": "ast",
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      "source_location": "L1",
      "_origin": "ast",
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      "file_type": "rationale",
      "source_file": "src/openjarvis/core/credentials.py",
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      "_origin": "ast",
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      "id": "src_openjarvis_core_events",
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      "norm_label": "core/events.py"
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      "label": "EventType",
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      "label": "str",
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      "source_location": "",
      "_origin": "ast",
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      "label": "Enum",
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      "source_location": "",
      "_origin": "ast",
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      "label": "EventBus",
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      "norm_label": "eventbus"
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      "id": "src_openjarvis_core_events_eventbus_init",
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      "norm_label": ".__init__()"
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      "id": "src_openjarvis_evals_backends_external_subprocess_runner_nullsampler",
      "community": 273,
      "norm_label": "_nullsampler"
    },
    {
      "label": ".start()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/external/_subprocess_runner.py",
      "source_location": "L195",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_subprocess_runner_nullsampler_start",
      "community": 273,
      "norm_label": ".start()"
    },
    {
      "label": ".stop()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/external/_subprocess_runner.py",
      "source_location": "L198",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_subprocess_runner_nullsampler_stop",
      "community": 273,
      "norm_label": ".stop()"
    },
    {
      "label": "_try_start_nvml()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/external/_subprocess_runner.py",
      "source_location": "L202",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_subprocess_runner_try_start_nvml",
      "community": 273,
      "norm_label": "_try_start_nvml()"
    },
    {
      "label": "_try_start_powermetrics()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/external/_subprocess_runner.py",
      "source_location": "L231",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_subprocess_runner_try_start_powermetrics",
      "community": 273,
      "norm_label": "_try_start_powermetrics()"
    },
    {
      "label": "_try_start_rocm_smi()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/external/_subprocess_runner.py",
      "source_location": "L240",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_subprocess_runner_try_start_rocm_smi",
      "community": 273,
      "norm_label": "_try_start_rocm_smi()"
    },
    {
      "label": "_try_start_rapl()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/external/_subprocess_runner.py",
      "source_location": "L267",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_subprocess_runner_try_start_rapl",
      "community": 273,
      "norm_label": "_try_start_rapl()"
    },
    {
      "label": "_start_sampler()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/external/_subprocess_runner.py",
      "source_location": "L294",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_subprocess_runner_start_sampler",
      "community": 273,
      "norm_label": "_start_sampler()"
    },
    {
      "label": "_integrate_energy()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/external/_subprocess_runner.py",
      "source_location": "L308",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_subprocess_runner_integrate_energy",
      "community": 273,
      "norm_label": "_integrate_energy()"
    },
    {
      "label": "Shared one-shot subprocess invocation with energy/timing capture.  Used by Her",
      "file_type": "rationale",
      "source_file": "src/openjarvis/evals/backends/external/_subprocess_runner.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_subprocess_runner_rationale_1",
      "community": 273,
      "norm_label": "shared one-shot subprocess invocation with energy/timing capture.  used by her"
    },
    {
      "label": "One sample from the energy sampler thread.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/evals/backends/external/_subprocess_runner.py",
      "source_location": "L29",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_subprocess_runner_rationale_29",
      "community": 273,
      "norm_label": "one sample from the energy sampler thread."
    },
    {
      "label": "Result of a one-shot subprocess invocation.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/evals/backends/external/_subprocess_runner.py",
      "source_location": "L37",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_subprocess_runner_rationale_37",
      "community": 451,
      "norm_label": "result of a one-shot subprocess invocation."
    },
    {
      "label": "Schema the foreign-framework runner scripts must emit.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/evals/backends/external/_subprocess_runner.py",
      "source_location": "L53",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_subprocess_runner_rationale_53",
      "community": 273,
      "norm_label": "schema the foreign-framework runner scripts must emit."
    },
    {
      "label": "Spawn cmd as a one-shot subprocess; capture stdout, energy, JSON output.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/evals/backends/external/_subprocess_runner.py",
      "source_location": "L69",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_subprocess_runner_rationale_69",
      "community": 743,
      "norm_label": "spawn cmd as a one-shot subprocess; capture stdout, energy, json output."
    },
    {
      "label": "Base class for energy samplers running on a background thread.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/evals/backends/external/_subprocess_runner.py",
      "source_location": "L156",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_subprocess_runner_rationale_156",
      "community": 273,
      "norm_label": "base class for energy samplers running on a background thread."
    },
    {
      "label": "macOS only - requires sudo or appropriate plist permissions.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/evals/backends/external/_subprocess_runner.py",
      "source_location": "L232",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_subprocess_runner_rationale_232",
      "community": 273,
      "norm_label": "macos only - requires sudo or appropriate plist permissions."
    },
    {
      "label": "Return a started sampler from the fallback chain, or the null sampler.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/evals/backends/external/_subprocess_runner.py",
      "source_location": "L295",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_subprocess_runner_rationale_295",
      "community": 273,
      "norm_label": "return a started sampler from the fallback chain, or the null sampler."
    },
    {
      "label": "Trapezoidal-rule integration over sampled wattage to Joules.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/evals/backends/external/_subprocess_runner.py",
      "source_location": "L311",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_subprocess_runner_rationale_311",
      "community": 273,
      "norm_label": "trapezoidal-rule integration over sampled wattage to joules."
    },
    {
      "label": "# NOTE: real powermetrics integration is non-trivial (parse XML over stdout).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/evals/backends/external/_subprocess_runner.py",
      "source_location": "L235",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_subprocess_runner_rationale_235",
      "community": 273,
      "norm_label": "# note: real powermetrics integration is non-trivial (parse xml over stdout)."
    },
    {
      "label": "hermes_agent.py",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/external/hermes_agent.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_hermes_agent",
      "community": 164,
      "norm_label": "hermes_agent.py"
    },
    {
      "label": "HermesBackend",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/external/hermes_agent.py",
      "source_location": "L25",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_hermes_agent_hermesbackend",
      "community": 563,
      "norm_label": "hermesbackend"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/external/hermes_agent.py",
      "source_location": "L31",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_hermes_agent_hermesbackend_init",
      "community": 164,
      "norm_label": ".__init__()"
    },
    {
      "label": ".framework_commit_value()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/external/hermes_agent.py",
      "source_location": "L50",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_hermes_agent_hermesbackend_framework_commit_value",
      "community": 563,
      "norm_label": ".framework_commit_value()"
    },
    {
      "label": ".generate()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/external/hermes_agent.py",
      "source_location": "L54",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_hermes_agent_hermesbackend_generate",
      "community": 563,
      "norm_label": ".generate()"
    },
    {
      "label": ".generate_full()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/external/hermes_agent.py",
      "source_location": "L71",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_hermes_agent_hermesbackend_generate_full",
      "community": 563,
      "norm_label": ".generate_full()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_hermes_agent_py_any",
      "community": 563,
      "norm_label": "any"
    },
    {
      "label": "HermesBackend - runs real Hermes Agent as a subprocess per task.  Implements t",
      "file_type": "rationale",
      "source_file": "src/openjarvis/evals/backends/external/hermes_agent.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_hermes_agent_rationale_1",
      "community": 164,
      "norm_label": "hermesbackend - runs real hermes agent as a subprocess per task.  implements t"
    },
    {
      "label": "Spawn real Hermes Agent (pinned commit) as a subprocess per task.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/evals/backends/external/hermes_agent.py",
      "source_location": "L26",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_hermes_agent_rationale_26",
      "community": 563,
      "norm_label": "spawn real hermes agent (pinned commit) as a subprocess per task."
    },
    {
      "label": "Pinned commit of Hermes Agent (for telemetry tagging).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/evals/backends/external/hermes_agent.py",
      "source_location": "L51",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_hermes_agent_rationale_51",
      "community": 563,
      "norm_label": "pinned commit of hermes agent (for telemetry tagging)."
    },
    {
      "label": "external/openclaw.py",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/external/openclaw.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_openclaw",
      "community": 164,
      "norm_label": "external/openclaw.py"
    },
    {
      "label": "OpenClawBackend",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/external/openclaw.py",
      "source_location": "L19",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_openclaw_openclawbackend",
      "community": 451,
      "norm_label": "openclawbackend"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/external/openclaw.py",
      "source_location": "L25",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_openclaw_openclawbackend_init",
      "community": 164,
      "norm_label": ".__init__()"
    },
    {
      "label": ".framework_commit_value()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/external/openclaw.py",
      "source_location": "L40",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_openclaw_openclawbackend_framework_commit_value",
      "community": 451,
      "norm_label": ".framework_commit_value()"
    },
    {
      "label": ".generate()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/external/openclaw.py",
      "source_location": "L44",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_openclaw_openclawbackend_generate",
      "community": 451,
      "norm_label": ".generate()"
    },
    {
      "label": ".generate_full()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/external/openclaw.py",
      "source_location": "L61",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_openclaw_openclawbackend_generate_full",
      "community": 451,
      "norm_label": ".generate_full()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_openclaw_py_any",
      "community": 451,
      "norm_label": "any"
    },
    {
      "label": "OpenClawBackend - runs real OpenClaw as a Node subprocess per task.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/evals/backends/external/openclaw.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_openclaw_rationale_1",
      "community": 164,
      "norm_label": "openclawbackend - runs real openclaw as a node subprocess per task."
    },
    {
      "label": "Spawn real OpenClaw (pinned commit) as a Node subprocess per task.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/evals/backends/external/openclaw.py",
      "source_location": "L20",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_openclaw_rationale_20",
      "community": 451,
      "norm_label": "spawn real openclaw (pinned commit) as a node subprocess per task."
    },
    {
      "label": "Pinned commit of OpenClaw (for telemetry tagging).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/evals/backends/external/openclaw.py",
      "source_location": "L41",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_external_openclaw_rationale_41",
      "community": 451,
      "norm_label": "pinned commit of openclaw (for telemetry tagging)."
    },
    {
      "label": "jarvis_agent.py",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/jarvis_agent.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_jarvis_agent",
      "community": 262,
      "norm_label": "jarvis_agent.py"
    },
    {
      "label": "JarvisAgentBackend",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/jarvis_agent.py",
      "source_location": "L13",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_jarvis_agent_jarvisagentbackend",
      "community": 298,
      "norm_label": "jarvisagentbackend"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/jarvis_agent.py",
      "source_location": "L23",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_jarvis_agent_jarvisagentbackend_init",
      "community": 298,
      "norm_label": ".__init__()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_jarvis_agent_py_path",
      "community": 298,
      "norm_label": "path"
    },
    {
      "label": ".framework_commit_value()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/jarvis_agent.py",
      "source_location": "L68",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_jarvis_agent_jarvisagentbackend_framework_commit_value",
      "community": 262,
      "norm_label": ".framework_commit_value()"
    },
    {
      "label": ".generate()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/jarvis_agent.py",
      "source_location": "L74",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_jarvis_agent_jarvisagentbackend_generate",
      "community": 298,
      "norm_label": ".generate()"
    },
    {
      "label": ".generate_full()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/jarvis_agent.py",
      "source_location": "L92",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_jarvis_agent_jarvisagentbackend_generate_full",
      "community": 298,
      "norm_label": ".generate_full()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_jarvis_agent_py_any",
      "community": 298,
      "norm_label": "any"
    },
    {
      "label": ".set_task_metadata()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/jarvis_agent.py",
      "source_location": "L194",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_jarvis_agent_jarvisagentbackend_set_task_metadata",
      "community": 298,
      "norm_label": ".set_task_metadata()"
    },
    {
      "label": ".close()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/jarvis_agent.py",
      "source_location": "L200",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_jarvis_agent_jarvisagentbackend_close",
      "community": 298,
      "norm_label": ".close()"
    },
    {
      "label": "Jarvis Agent backend \u2014 agent-level inference with tool calling.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/evals/backends/jarvis_agent.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_jarvis_agent_rationale_1",
      "community": 262,
      "norm_label": "jarvis agent backend \u2014 agent-level inference with tool calling."
    },
    {
      "label": "Agent-level inference via SystemBuilder + JarvisSystem.ask().      Supports to",
      "file_type": "rationale",
      "source_file": "src/openjarvis/evals/backends/jarvis_agent.py",
      "source_location": "L14",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_jarvis_agent_rationale_14",
      "community": 298,
      "norm_label": "agent-level inference via systembuilder + jarvissystem.ask().      supports to"
    },
    {
      "label": "OpenJarvis repo HEAD commit (for telemetry tagging).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/evals/backends/jarvis_agent.py",
      "source_location": "L69",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_jarvis_agent_rationale_69",
      "community": 262,
      "norm_label": "openjarvis repo head commit (for telemetry tagging)."
    },
    {
      "label": "Forward task environment metadata to the underlying agent.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/evals/backends/jarvis_agent.py",
      "source_location": "L195",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_jarvis_agent_rationale_195",
      "community": 298,
      "norm_label": "forward task environment metadata to the underlying agent."
    },
    {
      "label": "jarvis_direct.py",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/jarvis_direct.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_jarvis_direct",
      "community": 262,
      "norm_label": "jarvis_direct.py"
    },
    {
      "label": "JarvisDirectBackend",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/jarvis_direct.py",
      "source_location": "L12",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_jarvis_direct_jarvisdirectbackend",
      "community": 262,
      "norm_label": "jarvisdirectbackend"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/jarvis_direct.py",
      "source_location": "L22",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_jarvis_direct_jarvisdirectbackend_init",
      "community": 262,
      "norm_label": ".__init__()"
    },
    {
      "label": ".framework_commit_value()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/jarvis_direct.py",
      "source_location": "L43",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_jarvis_direct_jarvisdirectbackend_framework_commit_value",
      "community": 262,
      "norm_label": ".framework_commit_value()"
    },
    {
      "label": ".generate()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/jarvis_direct.py",
      "source_location": "L49",
      "_origin": "ast",
      "id": "src_openjarvis_evals_backends_jarvis_direct_jarvisdirectbackend_generate",
      "community": 262,
      "norm_label": ".generate()"
    },
    {
      "label": ".generate_full()",
      "file_type": "code",
      "source_file": "src/openjarvis/evals/backends/jarvis_direct.py",
      "source_location": "L67",
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      "norm_label": "swe-bench agentic coding benchmark."
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    {
      "label": "# NOTE: default is the 50-task mini variant. The full 500-task set is",
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      "label": "Evaluate string matching \u2014 mirrors original StringEvaluator.__call__.",
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      "source_location": "",
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    {
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      "label": "Get work, mine, submit. Return True if the gateway accepted the proof.",
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    {
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      "file_type": "code",
      "source_file": "src/openjarvis/operators/manager.py",
      "source_location": "L134",
      "_origin": "ast",
      "id": "src_openjarvis_operators_manager_operatormanager_resume",
      "community": 73,
      "norm_label": ".resume()"
    },
    {
      "label": ".status()",
      "file_type": "code",
      "source_file": "src/openjarvis/operators/manager.py",
      "source_location": "L142",
      "_origin": "ast",
      "id": "src_openjarvis_operators_manager_operatormanager_status",
      "community": 73,
      "norm_label": ".status()"
    },
    {
      "label": ".run_once()",
      "file_type": "code",
      "source_file": "src/openjarvis/operators/manager.py",
      "source_location": "L177",
      "_origin": "ast",
      "id": "src_openjarvis_operators_manager_operatormanager_run_once",
      "community": 73,
      "norm_label": ".run_once()"
    },
    {
      "label": ".collect_metrics()",
      "file_type": "code",
      "source_file": "src/openjarvis/operators/manager.py",
      "source_location": "L201",
      "_origin": "ast",
      "id": "src_openjarvis_operators_manager_operatormanager_collect_metrics",
      "community": 73,
      "norm_label": ".collect_metrics()"
    },
    {
      "label": ".get_manifest()",
      "file_type": "code",
      "source_file": "src/openjarvis/operators/manager.py",
      "source_location": "L312",
      "_origin": "ast",
      "id": "src_openjarvis_operators_manager_operatormanager_get_manifest",
      "community": 73,
      "norm_label": ".get_manifest()"
    },
    {
      "label": ".manifests()",
      "file_type": "code",
      "source_file": "src/openjarvis/operators/manager.py",
      "source_location": "L317",
      "_origin": "ast",
      "id": "src_openjarvis_operators_manager_operatormanager_manifests",
      "community": 73,
      "norm_label": ".manifests()"
    },
    {
      "label": "Operator manager \u2014 lifecycle management for autonomous operators.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/operators/manager.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_operators_manager_rationale_1",
      "community": 73,
      "norm_label": "operator manager \u2014 lifecycle management for autonomous operators."
    },
    {
      "label": "Manages operator manifests and their lifecycle via the TaskScheduler.      Par",
      "file_type": "rationale",
      "source_file": "src/openjarvis/operators/manager.py",
      "source_location": "L18",
      "_origin": "ast",
      "id": "src_openjarvis_operators_manager_rationale_18",
      "community": 73,
      "norm_label": "manages operator manifests and their lifecycle via the taskscheduler.      par"
    },
    {
      "label": "Register an operator manifest.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/operators/manager.py",
      "source_location": "L34",
      "_origin": "ast",
      "id": "src_openjarvis_operators_manager_rationale_34",
      "community": 73,
      "norm_label": "register an operator manifest."
    },
    {
      "label": "Discover and register operator manifests from a directory.          Scans for",
      "file_type": "rationale",
      "source_file": "src/openjarvis/operators/manager.py",
      "source_location": "L39",
      "_origin": "ast",
      "id": "src_openjarvis_operators_manager_rationale_39",
      "community": 73,
      "norm_label": "discover and register operator manifests from a directory.          scans for"
    },
    {
      "label": "Activate an operator by creating a scheduler task.          Returns the schedu",
      "file_type": "rationale",
      "source_file": "src/openjarvis/operators/manager.py",
      "source_location": "L60",
      "_origin": "ast",
      "id": "src_openjarvis_operators_manager_rationale_60",
      "community": 73,
      "norm_label": "activate an operator by creating a scheduler task.          returns the schedu"
    },
    {
      "label": "Deactivate an operator by cancelling its scheduler task.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/operators/manager.py",
      "source_location": "L115",
      "_origin": "ast",
      "id": "src_openjarvis_operators_manager_rationale_115",
      "community": 73,
      "norm_label": "deactivate an operator by cancelling its scheduler task."
    },
    {
      "label": "Pause an active operator.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/operators/manager.py",
      "source_location": "L127",
      "_origin": "ast",
      "id": "src_openjarvis_operators_manager_rationale_127",
      "community": 73,
      "norm_label": "pause an active operator."
    },
    {
      "label": "Resume a paused operator.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/operators/manager.py",
      "source_location": "L135",
      "_origin": "ast",
      "id": "src_openjarvis_operators_manager_rationale_135",
      "community": 73,
      "norm_label": "resume a paused operator."
    },
    {
      "label": "Return status of all registered operators.          Merges manifest info with",
      "file_type": "rationale",
      "source_file": "src/openjarvis/operators/manager.py",
      "source_location": "L143",
      "_origin": "ast",
      "id": "src_openjarvis_operators_manager_rationale_143",
      "community": 73,
      "norm_label": "return status of all registered operators.          merges manifest info with"
    },
    {
      "label": "Execute a single tick of an operator immediately.          Useful for developm",
      "file_type": "rationale",
      "source_file": "src/openjarvis/operators/manager.py",
      "source_location": "L178",
      "_origin": "ast",
      "id": "src_openjarvis_operators_manager_rationale_178",
      "community": 73,
      "norm_label": "execute a single tick of an operator immediately.          useful for developm"
    },
    {
      "label": "Collect telemetry metrics declared in the operator's manifest.          Reads",
      "file_type": "rationale",
      "source_file": "src/openjarvis/operators/manager.py",
      "source_location": "L208",
      "_origin": "ast",
      "id": "src_openjarvis_operators_manager_rationale_208",
      "community": 73,
      "norm_label": "collect telemetry metrics declared in the operator's manifest.          reads"
    },
    {
      "label": "Return the manifest for an operator, or None.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/operators/manager.py",
      "source_location": "L313",
      "_origin": "ast",
      "id": "src_openjarvis_operators_manager_rationale_313",
      "community": 73,
      "norm_label": "return the manifest for an operator, or none."
    },
    {
      "label": "All registered manifests.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/operators/manager.py",
      "source_location": "L318",
      "_origin": "ast",
      "id": "src_openjarvis_operators_manager_rationale_318",
      "community": 73,
      "norm_label": "all registered manifests."
    },
    {
      "label": "operators/types.py",
      "file_type": "code",
      "source_file": "src/openjarvis/operators/types.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_operators_types",
      "community": 73,
      "norm_label": "operators/types.py"
    },
    {
      "label": "OperatorManifest",
      "file_type": "code",
      "source_file": "src/openjarvis/operators/types.py",
      "source_location": "L10",
      "_origin": "ast",
      "id": "src_openjarvis_operators_types_operatormanifest",
      "community": 73,
      "norm_label": "operatormanifest"
    },
    {
      "label": "Operator type definitions.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/operators/types.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_operators_types_rationale_1",
      "community": 73,
      "norm_label": "operator type definitions."
    },
    {
      "label": "Manifest describing a persistent autonomous operator.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/operators/types.py",
      "source_location": "L11",
      "_origin": "ast",
      "id": "src_openjarvis_operators_types_rationale_11",
      "community": 73,
      "norm_label": "manifest describing a persistent autonomous operator."
    },
    {
      "label": "openjarvis/prompt/__init__.py",
      "file_type": "code",
      "source_file": "src/openjarvis/prompt/__init__.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_prompt_init",
      "community": 961,
      "norm_label": "openjarvis/prompt/__init__.py"
    },
    {
      "label": "prompt/builder.py",
      "file_type": "code",
      "source_file": "src/openjarvis/prompt/builder.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_prompt_builder",
      "community": 531,
      "norm_label": "prompt/builder.py"
    },
    {
      "label": "PromptSection",
      "file_type": "code",
      "source_file": "src/openjarvis/prompt/builder.py",
      "source_location": "L13",
      "_origin": "ast",
      "id": "src_openjarvis_prompt_builder_promptsection",
      "community": 423,
      "norm_label": "promptsection"
    },
    {
      "label": "SystemPromptBuilder",
      "file_type": "code",
      "source_file": "src/openjarvis/prompt/builder.py",
      "source_location": "L22",
      "_origin": "ast",
      "id": "src_openjarvis_prompt_builder_systempromptbuilder",
      "community": 423,
      "norm_label": "systempromptbuilder"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/prompt/builder.py",
      "source_location": "L25",
      "_origin": "ast",
      "id": "src_openjarvis_prompt_builder_systempromptbuilder_init",
      "community": 531,
      "norm_label": ".__init__()"
    },
    {
      "label": ".build()",
      "file_type": "code",
      "source_file": "src/openjarvis/prompt/builder.py",
      "source_location": "L53",
      "_origin": "ast",
      "id": "src_openjarvis_prompt_builder_systempromptbuilder_build",
      "community": 423,
      "norm_label": ".build()"
    },
    {
      "label": ".sections()",
      "file_type": "code",
      "source_file": "src/openjarvis/prompt/builder.py",
      "source_location": "L63",
      "_origin": "ast",
      "id": "src_openjarvis_prompt_builder_systempromptbuilder_sections",
      "community": 423,
      "norm_label": ".sections()"
    },
    {
      "label": "._get_frozen_sections()",
      "file_type": "code",
      "source_file": "src/openjarvis/prompt/builder.py",
      "source_location": "L86",
      "_origin": "ast",
      "id": "src_openjarvis_prompt_builder_systempromptbuilder_get_frozen_sections",
      "community": 423,
      "norm_label": "._get_frozen_sections()"
    },
    {
      "label": "._persona_sections()",
      "file_type": "code",
      "source_file": "src/openjarvis/prompt/builder.py",
      "source_location": "L91",
      "_origin": "ast",
      "id": "src_openjarvis_prompt_builder_systempromptbuilder_persona_sections",
      "community": 423,
      "norm_label": "._persona_sections()"
    },
    {
      "label": "._build_frozen_prefix()",
      "file_type": "code",
      "source_file": "src/openjarvis/prompt/builder.py",
      "source_location": "L124",
      "_origin": "ast",
      "id": "src_openjarvis_prompt_builder_systempromptbuilder_build_frozen_prefix",
      "community": 423,
      "norm_label": "._build_frozen_prefix()"
    },
    {
      "label": "._build_frozen_sections()",
      "file_type": "code",
      "source_file": "src/openjarvis/prompt/builder.py",
      "source_location": "L127",
      "_origin": "ast",
      "id": "src_openjarvis_prompt_builder_systempromptbuilder_build_frozen_sections",
      "community": 423,
      "norm_label": "._build_frozen_sections()"
    },
    {
      "label": "._persona_prompt_sections()",
      "file_type": "code",
      "source_file": "src/openjarvis/prompt/builder.py",
      "source_location": "L187",
      "_origin": "ast",
      "id": "src_openjarvis_prompt_builder_systempromptbuilder_persona_prompt_sections",
      "community": 423,
      "norm_label": "._persona_prompt_sections()"
    },
    {
      "label": "._append_file_section()",
      "file_type": "code",
      "source_file": "src/openjarvis/prompt/builder.py",
      "source_location": "L212",
      "_origin": "ast",
      "id": "src_openjarvis_prompt_builder_systempromptbuilder_append_file_section",
      "community": 423,
      "norm_label": "._append_file_section()"
    },
    {
      "label": "._load_file()",
      "file_type": "code",
      "source_file": "src/openjarvis/prompt/builder.py",
      "source_location": "L231",
      "_origin": "ast",
      "id": "src_openjarvis_prompt_builder_systempromptbuilder_load_file",
      "community": 423,
      "norm_label": "._load_file()"
    },
    {
      "label": "._truncate()",
      "file_type": "code",
      "source_file": "src/openjarvis/prompt/builder.py",
      "source_location": "L243",
      "_origin": "ast",
      "id": "src_openjarvis_prompt_builder_systempromptbuilder_truncate",
      "community": 423,
      "norm_label": "._truncate()"
    },
    {
      "label": "._resolve_persona()",
      "file_type": "code",
      "source_file": "src/openjarvis/prompt/builder.py",
      "source_location": "L256",
      "_origin": "ast",
      "id": "src_openjarvis_prompt_builder_systempromptbuilder_resolve_persona",
      "community": 531,
      "norm_label": "._resolve_persona()"
    },
    {
      "label": "Inspectable prompt section emitted by SystemPromptBuilder.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/prompt/builder.py",
      "source_location": "L14",
      "_origin": "ast",
      "id": "src_openjarvis_prompt_builder_rationale_14",
      "community": 423,
      "norm_label": "inspectable prompt section emitted by systempromptbuilder."
    },
    {
      "label": "Assembles system prompts with frozen prefix for cache stability.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/prompt/builder.py",
      "source_location": "L23",
      "_origin": "ast",
      "id": "src_openjarvis_prompt_builder_rationale_23",
      "community": 423,
      "norm_label": "assembles system prompts with frozen prefix for cache stability."
    },
    {
      "label": "Return prompt sections with lightweight cache/debug metadata.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/prompt/builder.py",
      "source_location": "L64",
      "_origin": "ast",
      "id": "src_openjarvis_prompt_builder_rationale_64",
      "community": 423,
      "norm_label": "return prompt sections with lightweight cache/debug metadata."
    },
    {
      "label": "The SOUL / MEMORY / USER sections (no agent template, no skills).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/prompt/builder.py",
      "source_location": "L92",
      "_origin": "ast",
      "id": "src_openjarvis_prompt_builder_rationale_92",
      "community": 423,
      "norm_label": "the soul / memory / user sections (no agent template, no skills)."
    },
    {
      "label": "Just the SOUL / MEMORY / USER persona, joined.          For agents that assemb",
      "file_type": "rationale",
      "source_file": "src/openjarvis/prompt/builder.py",
      "source_location": "L115",
      "_origin": "ast",
      "id": "src_openjarvis_prompt_builder_rationale_115",
      "community": 423,
      "norm_label": "just the soul / memory / user persona, joined.          for agents that assemb"
    },
    {
      "label": "Resolve persona_name to effective file paths.         - \"\" (empty) -> use mf's",
      "file_type": "rationale",
      "source_file": "src/openjarvis/prompt/builder.py",
      "source_location": "L257",
      "_origin": "ast",
      "id": "src_openjarvis_prompt_builder_rationale_257",
      "community": 531,
      "norm_label": "resolve persona_name to effective file paths.         - \"\" (empty) -> use mf's"
    },
    {
      "label": "openjarvis/recipes/__init__.py",
      "file_type": "code",
      "source_file": "src/openjarvis/recipes/__init__.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_recipes_init",
      "community": 535,
      "norm_label": "openjarvis/recipes/__init__.py"
    },
    {
      "label": "Recipe system \u2014 composable primitive configurations.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/recipes/__init__.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_recipes_init_rationale_1",
      "community": 535,
      "norm_label": "recipe system \u2014 composable primitive configurations."
    },
    {
      "label": "composer.py",
      "file_type": "code",
      "source_file": "src/openjarvis/recipes/composer.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_recipes_composer",
      "community": 535,
      "norm_label": "composer.py"
    },
    {
      "label": "recipe_to_eval_suite()",
      "file_type": "code",
      "source_file": "src/openjarvis/recipes/composer.py",
      "source_location": "L18",
      "_origin": "ast",
      "id": "src_openjarvis_recipes_composer_recipe_to_eval_suite",
      "community": 535,
      "norm_label": "recipe_to_eval_suite()"
    },
    {
      "label": "Recipe",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_recipes_composer_py_recipe",
      "community": 535,
      "norm_label": "recipe"
    },
    {
      "label": "recipe_to_operator()",
      "file_type": "code",
      "source_file": "src/openjarvis/recipes/composer.py",
      "source_location": "L107",
      "_origin": "ast",
      "id": "src_openjarvis_recipes_composer_recipe_to_operator",
      "community": 535,
      "norm_label": "recipe_to_operator()"
    },
    {
      "label": "Composer bridges \u2014 convert a Recipe into EvalSuiteConfig or OperatorManifest.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/recipes/composer.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_recipes_composer_rationale_1",
      "community": 535,
      "norm_label": "composer bridges \u2014 convert a recipe into evalsuiteconfig or operatormanifest."
    },
    {
      "label": "Build an ``EvalSuiteConfig`` from a recipe.      The recipe's model / engine b",
      "file_type": "rationale",
      "source_file": "src/openjarvis/recipes/composer.py",
      "source_location": "L24",
      "_origin": "ast",
      "id": "src_openjarvis_recipes_composer_rationale_24",
      "community": 535,
      "norm_label": "build an ``evalsuiteconfig`` from a recipe.      the recipe's model / engine b"
    },
    {
      "label": "Build an ``OperatorManifest`` from a recipe.      Maps the recipe's agent, sch",
      "file_type": "rationale",
      "source_file": "src/openjarvis/recipes/composer.py",
      "source_location": "L108",
      "_origin": "ast",
      "id": "src_openjarvis_recipes_composer_rationale_108",
      "community": 535,
      "norm_label": "build an ``operatormanifest`` from a recipe.      maps the recipe's agent, sch"
    },
    {
      "label": "recipes/loader.py",
      "file_type": "code",
      "source_file": "src/openjarvis/recipes/loader.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_recipes_loader",
      "community": 535,
      "norm_label": "recipes/loader.py"
    },
    {
      "label": "Recipe",
      "file_type": "code",
      "source_file": "src/openjarvis/recipes/loader.py",
      "source_location": "L32",
      "_origin": "ast",
      "id": "src_openjarvis_recipes_loader_recipe",
      "community": 60,
      "norm_label": "recipe"
    },
    {
      "label": ".to_builder_kwargs()",
      "file_type": "code",
      "source_file": "src/openjarvis/recipes/loader.py",
      "source_location": "L89",
      "_origin": "ast",
      "id": "src_openjarvis_recipes_loader_recipe_to_builder_kwargs",
      "community": 60,
      "norm_label": ".to_builder_kwargs()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_recipes_loader_py_any",
      "community": 60,
      "norm_label": "any"
    },
    {
      "label": ".to_eval_suite()",
      "file_type": "code",
      "source_file": "src/openjarvis/recipes/loader.py",
      "source_location": "L127",
      "_origin": "ast",
      "id": "src_openjarvis_recipes_loader_recipe_to_eval_suite",
      "community": 60,
      "norm_label": ".to_eval_suite()"
    },
    {
      "label": ".to_operator_manifest()",
      "file_type": "code",
      "source_file": "src/openjarvis/recipes/loader.py",
      "source_location": "L148",
      "_origin": "ast",
      "id": "src_openjarvis_recipes_loader_recipe_to_operator_manifest",
      "community": 60,
      "norm_label": ".to_operator_manifest()"
    },
    {
      "label": "load_recipe()",
      "file_type": "code",
      "source_file": "src/openjarvis/recipes/loader.py",
      "source_location": "L160",
      "_origin": "ast",
      "id": "src_openjarvis_recipes_loader_load_recipe",
      "community": 60,
      "norm_label": "load_recipe()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_recipes_loader_py_path",
      "community": 60,
      "norm_label": "path"
    },
    {
      "label": "_load_operator_as_recipe()",
      "file_type": "code",
      "source_file": "src/openjarvis/recipes/loader.py",
      "source_location": "L237",
      "_origin": "ast",
      "id": "src_openjarvis_recipes_loader_load_operator_as_recipe",
      "community": 60,
      "norm_label": "_load_operator_as_recipe()"
    },
    {
      "label": "discover_recipes()",
      "file_type": "code",
      "source_file": "src/openjarvis/recipes/loader.py",
      "source_location": "L281",
      "_origin": "ast",
      "id": "src_openjarvis_recipes_loader_discover_recipes",
      "community": 60,
      "norm_label": "discover_recipes()"
    },
    {
      "label": "resolve_recipe()",
      "file_type": "code",
      "source_file": "src/openjarvis/recipes/loader.py",
      "source_location": "L323",
      "_origin": "ast",
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      "community": 260,
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      "label": ".run()",
      "file_type": "code",
      "source_file": "src/openjarvis/sandbox/wasm_runner.py",
      "source_location": "L51",
      "_origin": "ast",
      "id": "src_openjarvis_sandbox_wasm_runner_wasmrunner_run",
      "community": 314,
      "norm_label": ".run()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_sandbox_wasm_runner_py_any",
      "community": 314,
      "norm_label": "any"
    },
    {
      "label": ".validate()",
      "file_type": "code",
      "source_file": "src/openjarvis/sandbox/wasm_runner.py",
      "source_location": "L123",
      "_origin": "ast",
      "id": "src_openjarvis_sandbox_wasm_runner_wasmrunner_validate",
      "community": 314,
      "norm_label": ".validate()"
    },
    {
      "label": "create_sandbox_runner()",
      "file_type": "code",
      "source_file": "src/openjarvis/sandbox/wasm_runner.py",
      "source_location": "L136",
      "_origin": "ast",
      "id": "src_openjarvis_sandbox_wasm_runner_create_sandbox_runner",
      "community": 314,
      "norm_label": "create_sandbox_runner()"
    },
    {
      "label": "WASM sandbox \u2014 lightweight isolation via Wasmtime.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/sandbox/wasm_runner.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_sandbox_wasm_runner_rationale_1",
      "community": 314,
      "norm_label": "wasm sandbox \u2014 lightweight isolation via wasmtime."
    },
    {
      "label": "Result from a WASM execution.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/sandbox/wasm_runner.py",
      "source_location": "L12",
      "_origin": "ast",
      "id": "src_openjarvis_sandbox_wasm_runner_rationale_12",
      "community": 314,
      "norm_label": "result from a wasm execution."
    },
    {
      "label": "Execute WASM modules with resource limits.      Uses wasmtime-py for sub-100ms",
      "file_type": "rationale",
      "source_file": "src/openjarvis/sandbox/wasm_runner.py",
      "source_location": "L22",
      "_origin": "ast",
      "id": "src_openjarvis_sandbox_wasm_runner_rationale_22",
      "community": 314,
      "norm_label": "execute wasm modules with resource limits.      uses wasmtime-py for sub-100ms"
    },
    {
      "label": "Check if wasmtime is available.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/sandbox/wasm_runner.py",
      "source_location": "L43",
      "_origin": "ast",
      "id": "src_openjarvis_sandbox_wasm_runner_rationale_43",
      "community": 314,
      "norm_label": "check if wasmtime is available."
    },
    {
      "label": "Execute a WASM module with input data.          The module is expected to expo",
      "file_type": "rationale",
      "source_file": "src/openjarvis/sandbox/wasm_runner.py",
      "source_location": "L56",
      "_origin": "ast",
      "id": "src_openjarvis_sandbox_wasm_runner_rationale_56",
      "community": 314,
      "norm_label": "execute a wasm module with input data.          the module is expected to expo"
    },
    {
      "label": "Validate that bytes represent a valid WASM module.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/sandbox/wasm_runner.py",
      "source_location": "L124",
      "_origin": "ast",
      "id": "src_openjarvis_sandbox_wasm_runner_rationale_124",
      "community": 314,
      "norm_label": "validate that bytes represent a valid wasm module."
    },
    {
      "label": "Factory: select Docker or WASM runner based on config/availability.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/sandbox/wasm_runner.py",
      "source_location": "L137",
      "_origin": "ast",
      "id": "src_openjarvis_sandbox_wasm_runner_rationale_137",
      "community": 314,
      "norm_label": "factory: select docker or wasm runner based on config/availability."
    },
    {
      "label": "openjarvis/scheduler/__init__.py",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/__init__.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_init",
      "community": 213,
      "norm_label": "openjarvis/scheduler/__init__.py"
    },
    {
      "label": "Task scheduler module \u2014 cron/interval/once scheduling with SQLite persistence.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/scheduler/__init__.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_init_rationale_1",
      "community": 213,
      "norm_label": "task scheduler module \u2014 cron/interval/once scheduling with sqlite persistence."
    },
    {
      "label": "scheduler/scheduler.py",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler",
      "community": 213,
      "norm_label": "scheduler/scheduler.py"
    },
    {
      "label": "ScheduledTask",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L22",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_scheduledtask",
      "community": 99,
      "norm_label": "scheduledtask"
    },
    {
      "label": ".to_dict()",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L37",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_scheduledtask_to_dict",
      "community": 99,
      "norm_label": ".to_dict()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_py_any",
      "community": 99,
      "norm_label": "any"
    },
    {
      "label": ".from_dict()",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L54",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_scheduledtask_from_dict",
      "community": 99,
      "norm_label": ".from_dict()"
    },
    {
      "label": "_now_iso()",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L71",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_now_iso",
      "community": 99,
      "norm_label": "_now_iso()"
    },
    {
      "label": "TaskScheduler",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L76",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_taskscheduler",
      "community": 99,
      "norm_label": "taskscheduler"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L91",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_taskscheduler_init",
      "community": 99,
      "norm_label": ".__init__()"
    },
    {
      "label": "SchedulerStore",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_py_schedulerstore",
      "community": 99,
      "norm_label": "schedulerstore"
    },
    {
      "label": ".start()",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L109",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_taskscheduler_start",
      "community": 99,
      "norm_label": ".start()"
    },
    {
      "label": ".stop()",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L120",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_taskscheduler_stop",
      "community": 99,
      "norm_label": ".stop()"
    },
    {
      "label": ".create_task()",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L128",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_taskscheduler_create_task",
      "community": 99,
      "norm_label": ".create_task()"
    },
    {
      "label": ".list_tasks()",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L151",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_taskscheduler_list_tasks",
      "community": 99,
      "norm_label": ".list_tasks()"
    },
    {
      "label": ".pause_task()",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L157",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_taskscheduler_pause_task",
      "community": 99,
      "norm_label": ".pause_task()"
    },
    {
      "label": ".resume_task()",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L166",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_taskscheduler_resume_task",
      "community": 99,
      "norm_label": ".resume_task()"
    },
    {
      "label": ".cancel_task()",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L178",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_taskscheduler_cancel_task",
      "community": 99,
      "norm_label": ".cancel_task()"
    },
    {
      "label": "._poll_loop()",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L190",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_taskscheduler_poll_loop",
      "community": 99,
      "norm_label": "._poll_loop()"
    },
    {
      "label": "._execute_task()",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L204",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_taskscheduler_execute_task",
      "community": 99,
      "norm_label": "._execute_task()"
    },
    {
      "label": "._compute_next_run()",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L283",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_taskscheduler_compute_next_run",
      "community": 99,
      "norm_label": "._compute_next_run()"
    },
    {
      "label": "._compute_next_cron()",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L308",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_taskscheduler_compute_next_cron",
      "community": 99,
      "norm_label": "._compute_next_cron()"
    },
    {
      "label": "datetime",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_py_datetime",
      "community": 99,
      "norm_label": "datetime"
    },
    {
      "label": "Task scheduler \u2014 cron/interval/once execution with background polling.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_rationale_1",
      "community": 213,
      "norm_label": "task scheduler \u2014 cron/interval/once execution with background polling."
    },
    {
      "label": "A task scheduled for future or recurring execution.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L23",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_rationale_23",
      "community": 99,
      "norm_label": "a task scheduled for future or recurring execution."
    },
    {
      "label": "Serialize to a plain dict for store persistence.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L38",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_rationale_38",
      "community": 99,
      "norm_label": "serialize to a plain dict for store persistence."
    },
    {
      "label": "Deserialize from a plain dict.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L55",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_rationale_55",
      "community": 99,
      "norm_label": "deserialize from a plain dict."
    },
    {
      "label": "Return current UTC time as ISO 8601 string.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L72",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_rationale_72",
      "community": 99,
      "norm_label": "return current utc time as iso 8601 string."
    },
    {
      "label": "Scheduler that polls for due tasks and executes them.      Parameters     ---",
      "file_type": "rationale",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L77",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_rationale_77",
      "community": 99,
      "norm_label": "scheduler that polls for due tasks and executes them.      parameters     ---"
    },
    {
      "label": "Start the background polling daemon thread.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L110",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_rationale_110",
      "community": 99,
      "norm_label": "start the background polling daemon thread."
    },
    {
      "label": "Signal the background thread to stop and wait for it.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L121",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_rationale_121",
      "community": 99,
      "norm_label": "signal the background thread to stop and wait for it."
    },
    {
      "label": "Create and persist a new scheduled task.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L135",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_rationale_135",
      "community": 99,
      "norm_label": "create and persist a new scheduled task."
    },
    {
      "label": "Return tasks, optionally filtered by *status*.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L152",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_rationale_152",
      "community": 99,
      "norm_label": "return tasks, optionally filtered by *status*."
    },
    {
      "label": "Pause an active task.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L158",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_rationale_158",
      "community": 99,
      "norm_label": "pause an active task."
    },
    {
      "label": "Resume a paused task.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L167",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_rationale_167",
      "community": 99,
      "norm_label": "resume a paused task."
    },
    {
      "label": "Cancel a task (sets status to cancelled).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L179",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_rationale_179",
      "community": 99,
      "norm_label": "cancel a task (sets status to cancelled)."
    },
    {
      "label": "Poll for due tasks and execute them until stopped.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L191",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_rationale_191",
      "community": 99,
      "norm_label": "poll for due tasks and execute them until stopped."
    },
    {
      "label": "Execute a single due task and log the result.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L205",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_rationale_205",
      "community": 99,
      "norm_label": "execute a single due task and log the result."
    },
    {
      "label": "Compute the next run time for a task.          Returns an ISO 8601 string, or",
      "file_type": "rationale",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L284",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_rationale_284",
      "community": 99,
      "norm_label": "compute the next run time for a task.          returns an iso 8601 string, or"
    },
    {
      "label": "Compute the next run time from a cron expression.          Uses ``croniter`` i",
      "file_type": "rationale",
      "source_file": "src/openjarvis/scheduler/scheduler.py",
      "source_location": "L309",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_scheduler_rationale_309",
      "community": 99,
      "norm_label": "compute the next run time from a cron expression.          uses ``croniter`` i"
    },
    {
      "label": "scheduler/store.py",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/store.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_store",
      "community": 213,
      "norm_label": "scheduler/store.py"
    },
    {
      "label": "SchedulerStore",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/store.py",
      "source_location": "L52",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_store_schedulerstore",
      "community": 213,
      "norm_label": "schedulerstore"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/store.py",
      "source_location": "L55",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_store_schedulerstore_init",
      "community": 213,
      "norm_label": ".__init__()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_store_py_path",
      "community": 213,
      "norm_label": "path"
    },
    {
      "label": ".save_task()",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/store.py",
      "source_location": "L65",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_store_schedulerstore_save_task",
      "community": 213,
      "norm_label": ".save_task()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_store_py_any",
      "community": 213,
      "norm_label": "any"
    },
    {
      "label": ".get_task()",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/store.py",
      "source_location": "L85",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_store_schedulerstore_get_task",
      "community": 213,
      "norm_label": ".get_task()"
    },
    {
      "label": ".list_tasks()",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/store.py",
      "source_location": "L94",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_store_schedulerstore_list_tasks",
      "community": 213,
      "norm_label": ".list_tasks()"
    },
    {
      "label": ".get_due_tasks()",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/store.py",
      "source_location": "L104",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_store_schedulerstore_get_due_tasks",
      "community": 213,
      "norm_label": ".get_due_tasks()"
    },
    {
      "label": ".update_task()",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/store.py",
      "source_location": "L113",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_store_schedulerstore_update_task",
      "community": 213,
      "norm_label": ".update_task()"
    },
    {
      "label": ".delete_task()",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/store.py",
      "source_location": "L117",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_store_schedulerstore_delete_task",
      "community": 213,
      "norm_label": ".delete_task()"
    },
    {
      "label": ".log_run()",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/store.py",
      "source_location": "L124",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_store_schedulerstore_log_run",
      "community": 213,
      "norm_label": ".log_run()"
    },
    {
      "label": ".get_run_logs()",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/store.py",
      "source_location": "L140",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_store_schedulerstore_get_run_logs",
      "community": 213,
      "norm_label": ".get_run_logs()"
    },
    {
      "label": ".close()",
      "file_type": "code",
      "source_file": "src/openjarvis/scheduler/store.py",
      "source_location": "L150",
      "_origin": "ast",
      "id": "src_openjarvis_scheduler_store_schedulerstore_close",
      "community": 213,
      "norm_label": ".close()"
    },
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      "norm_label": "proxy for memory operations. lazily initializes backend."
    },
    {
      "label": "Index a file or directory into memory.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/sdk.py",
      "source_location": "L63",
      "_origin": "ast",
      "id": "src_openjarvis_sdk_rationale_63",
      "community": 23,
      "norm_label": "index a file or directory into memory."
    },
    {
      "label": "Search memory for relevant chunks.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/sdk.py",
      "source_location": "L87",
      "_origin": "ast",
      "id": "src_openjarvis_sdk_rationale_87",
      "community": 23,
      "norm_label": "search memory for relevant chunks."
    },
    {
      "label": "Return memory backend statistics.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/sdk.py",
      "source_location": "L101",
      "_origin": "ast",
      "id": "src_openjarvis_sdk_rationale_101",
      "community": 23,
      "norm_label": "return memory backend statistics."
    },
    {
      "label": "Release the memory backend.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/sdk.py",
      "source_location": "L111",
      "_origin": "ast",
      "id": "src_openjarvis_sdk_rationale_111",
      "community": 23,
      "norm_label": "release the memory backend."
    },
    {
      "label": "High-level OpenJarvis SDK.      Usage::          from openjarvis import Jarv",
      "file_type": "rationale",
      "source_file": "src/openjarvis/sdk.py",
      "source_location": "L125",
      "_origin": "ast",
      "id": "src_openjarvis_sdk_rationale_125",
      "community": 23,
      "norm_label": "high-level openjarvis sdk.      usage::          from openjarvis import jarv"
    },
    {
      "label": "Return the active configuration.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/sdk.py",
      "source_location": "L188",
      "_origin": "ast",
      "id": "src_openjarvis_sdk_rationale_188",
      "community": 23,
      "norm_label": "return the active configuration."
    },
    {
      "label": "Return the OpenJarvis version string.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/sdk.py",
      "source_location": "L193",
      "_origin": "ast",
      "id": "src_openjarvis_sdk_rationale_193",
      "community": 23,
      "norm_label": "return the openjarvis version string."
    },
    {
      "label": "Lazily initialize the inference engine.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/sdk.py",
      "source_location": "L197",
      "_origin": "ast",
      "id": "src_openjarvis_sdk_rationale_197",
      "community": 23,
      "norm_label": "lazily initialize the inference engine."
    },
    {
      "label": "Send a query and return the response text.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/sdk.py",
      "source_location": "L255",
      "_origin": "ast",
      "id": "src_openjarvis_sdk_rationale_255",
      "community": 23,
      "norm_label": "send a query and return the response text."
    },
    {
      "label": "Send a query and return the full result dict.          Returns a dict with key",
      "file_type": "rationale",
      "source_file": "src/openjarvis/sdk.py",
      "source_location": "L280",
      "_origin": "ast",
      "id": "src_openjarvis_sdk_rationale_280",
      "community": 23,
      "norm_label": "send a query and return the full result dict.          returns a dict with key"
    },
    {
      "label": "Stream tokens as they are generated. Yields token strings.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/sdk.py",
      "source_location": "L344",
      "_origin": "ast",
      "id": "src_openjarvis_sdk_rationale_344",
      "community": 23,
      "norm_label": "stream tokens as they are generated. yields token strings."
    },
    {
      "label": "Stream token dicts with metadata.          Yields dicts with ``token`` and ``i",
      "file_type": "rationale",
      "source_file": "src/openjarvis/sdk.py",
      "source_location": "L382",
      "_origin": "ast",
      "id": "src_openjarvis_sdk_rationale_382",
      "community": 23,
      "norm_label": "stream token dicts with metadata.          yields dicts with ``token`` and ``i"
    },
    {
      "label": "Resolve model using config fallback chain.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/sdk.py",
      "source_location": "L428",
      "_origin": "ast",
      "id": "src_openjarvis_sdk_rationale_428",
      "community": 23,
      "norm_label": "resolve model using config fallback chain."
    },
    {
      "label": "Run an agent and return the result dict.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/sdk.py",
      "source_location": "L452",
      "_origin": "ast",
      "id": "src_openjarvis_sdk_rationale_452",
      "community": 23,
      "norm_label": "run an agent and return the result dict."
    },
    {
      "label": "Inject memory context into messages.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/sdk.py",
      "source_location": "L571",
      "_origin": "ast",
      "id": "src_openjarvis_sdk_rationale_571",
      "community": 23,
      "norm_label": "inject memory context into messages."
    },
    {
      "label": "Return a list of available model identifiers.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/sdk.py",
      "source_location": "L589",
      "_origin": "ast",
      "id": "src_openjarvis_sdk_rationale_589",
      "community": 23,
      "norm_label": "return a list of available model identifiers."
    },
    {
      "label": "Return a list of registered engine keys.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/sdk.py",
      "source_location": "L594",
      "_origin": "ast",
      "id": "src_openjarvis_sdk_rationale_594",
      "community": 51,
      "norm_label": "return a list of registered engine keys."
    },
    {
      "label": "Release all resources.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/sdk.py",
      "source_location": "L600",
      "_origin": "ast",
      "id": "src_openjarvis_sdk_rationale_600",
      "community": 23,
      "norm_label": "release all resources."
    },
    {
      "label": "openjarvis/security/__init__.py",
      "file_type": "code",
      "source_file": "src/openjarvis/security/__init__.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_security_init",
      "community": 74,
      "norm_label": "openjarvis/security/__init__.py"
    },
    {
      "label": "SecurityContext",
      "file_type": "code",
      "source_file": "src/openjarvis/security/__init__.py",
      "source_location": "L33",
      "_origin": "ast",
      "id": "src_openjarvis_security_init_securitycontext",
      "community": 508,
      "norm_label": "securitycontext"
    },
    {
      "label": "setup_security()",
      "file_type": "code",
      "source_file": "src/openjarvis/security/__init__.py",
      "source_location": "L41",
      "_origin": "ast",
      "id": "src_openjarvis_security_init_setup_security",
      "community": 508,
      "norm_label": "setup_security()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_security_init_py_any",
      "community": 508,
      "norm_label": "any"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_security_init_py_eventbus",
      "community": 508,
      "norm_label": "eventbus"
    },
    {
      "label": "Security guardrails \u2014 scanners, engine wrapper, audit, SSRF.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/security/__init__.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_security_init_rationale_1",
      "community": 74,
      "norm_label": "security guardrails \u2014 scanners, engine wrapper, audit, ssrf."
    },
    {
      "label": "Result of setup_security() \u2014 wrapped engine, policy, audit.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/security/__init__.py",
      "source_location": "L34",
      "_origin": "ast",
      "id": "src_openjarvis_security_init_rationale_34",
      "community": 508,
      "norm_label": "result of setup_security() \u2014 wrapped engine, policy, audit."
    },
    {
      "label": "Apply security guardrails to an engine based on config.      Returns a Securit",
      "file_type": "rationale",
      "source_file": "src/openjarvis/security/__init__.py",
      "source_location": "L46",
      "_origin": "ast",
      "id": "src_openjarvis_security_init_rationale_46",
      "community": 508,
      "norm_label": "apply security guardrails to an engine based on config.      returns a securit"
    },
    {
      "label": "security/_stubs.py",
      "file_type": "code",
      "source_file": "src/openjarvis/security/_stubs.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_security_stubs",
      "community": 74,
      "norm_label": "security/_stubs.py"
    },
    {
      "label": "BaseScanner",
      "file_type": "code",
      "source_file": "src/openjarvis/security/_stubs.py",
      "source_location": "L10",
      "_origin": "ast",
      "id": "src_openjarvis_security_stubs_basescanner",
      "community": 74,
      "norm_label": "basescanner"
    },
    {
      "label": "ABC",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_security_stubs_py_abc",
      "community": 74,
      "norm_label": "abc"
    },
    {
      "label": ".scan()",
      "file_type": "code",
      "source_file": "src/openjarvis/security/_stubs.py",
      "source_location": "L20",
      "_origin": "ast",
      "id": "src_openjarvis_security_stubs_basescanner_scan",
      "community": 74,
      "norm_label": ".scan()"
    },
    {
      "label": "ScanResult",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_security_stubs_py_scanresult",
      "community": 74,
      "norm_label": "scanresult"
    },
    {
      "label": ".redact()",
      "file_type": "code",
      "source_file": "src/openjarvis/security/_stubs.py",
      "source_location": "L24",
      "_origin": "ast",
      "id": "src_openjarvis_security_stubs_basescanner_redact",
      "community": 74,
      "norm_label": ".redact()"
    },
    {
      "label": "ABC for security scanners.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/security/_stubs.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_security_stubs_rationale_1",
      "community": 74,
      "norm_label": "abc for security scanners."
    },
    {
      "label": "Base class for all security scanners.      Subclasses implement pattern-based",
      "file_type": "rationale",
      "source_file": "src/openjarvis/security/_stubs.py",
      "source_location": "L11",
      "_origin": "ast",
      "id": "src_openjarvis_security_stubs_rationale_11",
      "community": 74,
      "norm_label": "base class for all security scanners.      subclasses implement pattern-based"
    },
    {
      "label": "Scan *text* and return findings.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/security/_stubs.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "src_openjarvis_security_stubs_rationale_21",
      "community": 74,
      "norm_label": "scan *text* and return findings."
    },
    {
      "label": "Return *text* with sensitive matches replaced by redaction markers.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/security/_stubs.py",
      "source_location": "L25",
      "_origin": "ast",
      "id": "src_openjarvis_security_stubs_rationale_25",
      "community": 74,
      "norm_label": "return *text* with sensitive matches replaced by redaction markers."
    },
    {
      "label": "audit.py",
      "file_type": "code",
      "source_file": "src/openjarvis/security/audit.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_security_audit",
      "community": 74,
      "norm_label": "audit.py"
    },
    {
      "label": "AuditLogger",
      "file_type": "code",
      "source_file": "src/openjarvis/security/audit.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "src_openjarvis_security_audit_auditlogger",
      "community": 156,
      "norm_label": "auditlogger"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/security/audit.py",
      "source_location": "L33",
      "_origin": "ast",
      "id": "src_openjarvis_security_audit_auditlogger_init",
      "community": 156,
      "norm_label": ".__init__()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_security_audit_py_path",
      "community": 156,
      "norm_label": "path"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_security_audit_py_eventbus",
      "community": 156,
      "norm_label": "eventbus"
    },
    {
      "label": "._migrate_schema()",
      "file_type": "code",
      "source_file": "src/openjarvis/security/audit.py",
      "source_location": "L65",
      "_origin": "ast",
      "id": "src_openjarvis_security_audit_auditlogger_migrate_schema",
      "community": 156,
      "norm_label": "._migrate_schema()"
    },
    {
      "label": ".log()",
      "file_type": "code",
      "source_file": "src/openjarvis/security/audit.py",
      "source_location": "L85",
      "_origin": "ast",
      "id": "src_openjarvis_security_audit_auditlogger_log",
      "community": 156,
      "norm_label": ".log()"
    },
    {
      "label": "SecurityEvent",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_security_audit_py_securityevent",
      "community": 156,
      "norm_label": "securityevent"
    },
    {
      "label": ".query()",
      "file_type": "code",
      "source_file": "src/openjarvis/security/audit.py",
      "source_location": "L128",
      "_origin": "ast",
      "id": "src_openjarvis_security_audit_auditlogger_query",
      "community": 74,
      "norm_label": ".query()"
    },
    {
      "label": ".tail_hash()",
      "file_type": "code",
      "source_file": "src/openjarvis/security/audit.py",
      "source_location": "L180",
      "_origin": "ast",
      "id": "src_openjarvis_security_audit_auditlogger_tail_hash",
      "community": 156,
      "norm_label": ".tail_hash()"
    },
    {
      "label": ".verify_chain()",
      "file_type": "code",
      "source_file": "src/openjarvis/security/audit.py",
      "source_location": "L187",
      "_origin": "ast",
      "id": "src_openjarvis_security_audit_auditlogger_verify_chain",
      "community": 156,
      "norm_label": ".verify_chain()"
    },
    {
      "label": ".count()",
      "file_type": "code",
      "source_file": "src/openjarvis/security/audit.py",
      "source_location": "L220",
      "_origin": "ast",
      "id": "src_openjarvis_security_audit_auditlogger_count",
      "community": 156,
      "norm_label": ".count()"
    },
    {
      "label": ".close()",
      "file_type": "code",
      "source_file": "src/openjarvis/security/audit.py",
      "source_location": "L225",
      "_origin": "ast",
      "id": "src_openjarvis_security_audit_auditlogger_close",
      "community": 156,
      "norm_label": ".close()"
    },
    {
      "label": "._on_event()",
      "file_type": "code",
      "source_file": "src/openjarvis/security/audit.py",
      "source_location": "L231",
      "_origin": "ast",
      "id": "src_openjarvis_security_audit_auditlogger_on_event",
      "community": 156,
      "norm_label": "._on_event()"
    },
    {
      "label": "Event",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_security_audit_py_event",
      "community": 156,
      "norm_label": "event"
    },
    {
      "label": "Audit logger \u2014 persist security events to SQLite with Merkle hash chain.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/security/audit.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_security_audit_rationale_1",
      "community": 74,
      "norm_label": "audit logger \u2014 persist security events to sqlite with merkle hash chain."
    },
    {
      "label": "Append-only SQLite audit log for security events.      Parameters     -------",
      "file_type": "rationale",
      "source_file": "src/openjarvis/security/audit.py",
      "source_location": "L22",
      "_origin": "ast",
      "id": "src_openjarvis_security_audit_rationale_22",
      "community": 156,
      "norm_label": "append-only sqlite audit log for security events.      parameters     -------"
    },
    {
      "label": "Add row_hash/prev_hash columns if missing (schema migration).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/security/audit.py",
      "source_location": "L66",
      "_origin": "ast",
      "id": "src_openjarvis_security_audit_rationale_66",
      "community": 156,
      "norm_label": "add row_hash/prev_hash columns if missing (schema migration)."
    },
    {
      "label": "Insert a security event into the audit log with Merkle hash chain.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/security/audit.py",
      "source_location": "L86",
      "_origin": "ast",
      "id": "src_openjarvis_security_audit_rationale_86",
      "community": 156,
      "norm_label": "insert a security event into the audit log with merkle hash chain."
    },
    {
      "label": "Query logged security events with optional filters.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/security/audit.py",
      "source_location": "L135",
      "_origin": "ast",
      "id": "src_openjarvis_security_audit_rationale_135",
      "community": 74,
      "norm_label": "query logged security events with optional filters."
    },
    {
      "label": "Return the hash of the last row in the chain, or empty string.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/security/audit.py",
      "source_location": "L181",
      "_origin": "ast",
      "id": "src_openjarvis_security_audit_rationale_181",
      "community": 156,
      "norm_label": "return the hash of the last row in the chain, or empty string."
    },
    {
      "label": "Verify the Merkle hash chain integrity.          Returns         -------",
      "file_type": "rationale",
      "source_file": "src/openjarvis/security/audit.py",
      "source_location": "L188",
      "_origin": "ast",
      "id": "src_openjarvis_security_audit_rationale_188",
      "community": 156,
      "norm_label": "verify the merkle hash chain integrity.          returns         -------"
    },
    {
      "label": "Return the total number of logged security events.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/security/audit.py",
      "source_location": "L221",
      "_origin": "ast",
      "id": "src_openjarvis_security_audit_rationale_221",
      "community": 156,
      "norm_label": "return the total number of logged security events."
    },
    {
      "label": "Close the SQLite connection.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/security/audit.py",
      "source_location": "L226",
      "_origin": "ast",
      "id": "src_openjarvis_security_audit_rationale_226",
      "community": 156,
      "norm_label": "close the sqlite connection."
    },
    {
      "label": "Handle an event from the EventBus and log it.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/security/audit.py",
      "source_location": "L232",
      "_origin": "ast",
      "id": "src_openjarvis_security_audit_rationale_232",
      "community": 156,
      "norm_label": "handle an event from the eventbus and log it."
    },
    {
      "label": "boundary.py",
      "file_type": "code",
      "source_file": "src/openjarvis/security/boundary.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_security_boundary",
      "community": 74,
      "norm_label": "boundary.py"
    },
    {
      "label": "SecurityBlockError",
      "file_type": "code",
      "source_file": "src/openjarvis/security/boundary.py",
      "source_location": "L23",
      "_origin": "ast",
      "id": "src_openjarvis_security_boundary_securityblockerror",
      "community": 116,
      "norm_label": "securityblockerror"
    },
    {
      "label": "Exception",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_security_boundary_py_exception",
      "community": 116,
      "norm_label": "exception"
    },
    {
      "label": "BoundaryGuard",
      "file_type": "code",
      "source_file": "src/openjarvis/security/boundary.py",
      "source_location": "L27",
      "_origin": "ast",
      "id": "src_openjarvis_security_boundary_boundaryguard",
      "community": 116,
      "norm_label": "boundaryguard"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/security/boundary.py",
      "source_location": "L43",
      "_origin": "ast",
      "id": "src_openjarvis_security_boundary_boundaryguard_init",
      "community": 116,
      "norm_label": ".__init__()"
    },
    {
      "label": "._default_scanners()",
      "file_type": "code",
      "source_file": "src/openjarvis/security/boundary.py",
      "source_location": "L60",
      "_origin": "ast",
      "id": "src_openjarvis_security_boundary_boundaryguard_default_scanners",
      "community": 116,
      "norm_label": "._default_scanners()"
    },
    {
      "label": ".scan_outbound()",
      "file_type": "code",
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      "source_location": "",
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      "label": "Legacy Python check \u2014 kept for reference only.",
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      "source_location": "",
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    },
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      "_origin": "ast",
      "id": "src_openjarvis_security_file_policy_rationale_31",
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    {
      "label": "Pure-Python fallback for sensitive file detection.",
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      "_origin": "ast",
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      "_origin": "ast",
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      "community": 622,
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    },
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      "norm_label": "file_utils.py"
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      "_origin": "ast",
      "id": "src_openjarvis_security_file_utils_secure_mkdir",
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      "norm_label": "secure_mkdir()"
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      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
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      "norm_label": "path"
    },
    {
      "label": "secure_create()",
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      "norm_label": "secure_create()"
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      "_origin": "ast",
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      "_origin": "ast",
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      "norm_label": "ensure a file exists with restrictive permissions.      creates the parent dir"
    },
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      "norm_label": "guardrailsengine"
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      "label": "check_ssrf()",
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      "id": "src_openjarvis_server_savings_rationale_95",
      "community": 246,
      "norm_label": "compute savings vs cloud providers given token counts.      two token counts a"
    },
    {
      "label": "Convert SavingsSummary to a JSON-serializable dict.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/server/savings.py",
      "source_location": "L200",
      "_origin": "ast",
      "id": "src_openjarvis_server_savings_rationale_200",
      "community": 246,
      "norm_label": "convert savingssummary to a json-serializable dict."
    },
    {
      "label": "server/session_store.py",
      "file_type": "code",
      "source_file": "src/openjarvis/server/session_store.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_server_session_store",
      "community": 8,
      "norm_label": "server/session_store.py"
    },
    {
      "label": "SessionStore",
      "file_type": "code",
      "source_file": "src/openjarvis/server/session_store.py",
      "source_location": "L16",
      "_origin": "ast",
      "id": "src_openjarvis_server_session_store_sessionstore",
      "community": 598,
      "norm_label": "sessionstore"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/session_store.py",
      "source_location": "L23",
      "_origin": "ast",
      "id": "src_openjarvis_server_session_store_sessionstore_init",
      "community": 598,
      "norm_label": ".__init__()"
    },
    {
      "label": "._create_tables()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/session_store.py",
      "source_location": "L37",
      "_origin": "ast",
      "id": "src_openjarvis_server_session_store_sessionstore_create_tables",
      "community": 598,
      "norm_label": "._create_tables()"
    },
    {
      "label": ".get_or_create()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/session_store.py",
      "source_location": "L60",
      "_origin": "ast",
      "id": "src_openjarvis_server_session_store_sessionstore_get_or_create",
      "community": 598,
      "norm_label": ".get_or_create()"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_server_session_store_py_any",
      "community": 598,
      "norm_label": "any"
    },
    {
      "label": ".append_message()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/session_store.py",
      "source_location": "L86",
      "_origin": "ast",
      "id": "src_openjarvis_server_session_store_sessionstore_append_message",
      "community": 598,
      "norm_label": ".append_message()"
    },
    {
      "label": ".set_notification_preference()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/session_store.py",
      "source_location": "L113",
      "_origin": "ast",
      "id": "src_openjarvis_server_session_store_sessionstore_set_notification_preference",
      "community": 598,
      "norm_label": ".set_notification_preference()"
    },
    {
      "label": ".set_pending_response()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/session_store.py",
      "source_location": "L128",
      "_origin": "ast",
      "id": "src_openjarvis_server_session_store_sessionstore_set_pending_response",
      "community": 598,
      "norm_label": ".set_pending_response()"
    },
    {
      "label": ".clear_pending_response()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/session_store.py",
      "source_location": "L143",
      "_origin": "ast",
      "id": "src_openjarvis_server_session_store_sessionstore_clear_pending_response",
      "community": 598,
      "norm_label": ".clear_pending_response()"
    },
    {
      "label": ".expire_sessions()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/session_store.py",
      "source_location": "L146",
      "_origin": "ast",
      "id": "src_openjarvis_server_session_store_sessionstore_expire_sessions",
      "community": 598,
      "norm_label": ".expire_sessions()"
    },
    {
      "label": ".get_last_active_channel()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/session_store.py",
      "source_location": "L157",
      "_origin": "ast",
      "id": "src_openjarvis_server_session_store_sessionstore_get_last_active_channel",
      "community": 598,
      "norm_label": ".get_last_active_channel()"
    },
    {
      "label": ".get_notification_targets()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/session_store.py",
      "source_location": "L166",
      "_origin": "ast",
      "id": "src_openjarvis_server_session_store_sessionstore_get_notification_targets",
      "community": 598,
      "norm_label": ".get_notification_targets()"
    },
    {
      "label": ".close()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/session_store.py",
      "source_location": "L176",
      "_origin": "ast",
      "id": "src_openjarvis_server_session_store_sessionstore_close",
      "community": 598,
      "norm_label": ".close()"
    },
    {
      "label": "SQLite-backed session store for channel conversations.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/server/session_store.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_server_session_store_rationale_1",
      "community": 8,
      "norm_label": "sqlite-backed session store for channel conversations."
    },
    {
      "label": "Manages per-sender, per-channel conversation sessions.      Each session track",
      "file_type": "rationale",
      "source_file": "src/openjarvis/server/session_store.py",
      "source_location": "L17",
      "_origin": "ast",
      "id": "src_openjarvis_server_session_store_rationale_17",
      "community": 598,
      "norm_label": "manages per-sender, per-channel conversation sessions.      each session track"
    },
    {
      "label": "Return all senders with a notification channel.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/server/session_store.py",
      "source_location": "L167",
      "_origin": "ast",
      "id": "src_openjarvis_server_session_store_rationale_167",
      "community": 598,
      "norm_label": "return all senders with a notification channel."
    },
    {
      "label": "stream_bridge.py",
      "file_type": "code",
      "source_file": "src/openjarvis/server/stream_bridge.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_server_stream_bridge",
      "community": 226,
      "norm_label": "stream_bridge.py"
    },
    {
      "label": "_estimate_prompt_tokens()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/stream_bridge.py",
      "source_location": "L40",
      "_origin": "ast",
      "id": "src_openjarvis_server_stream_bridge_estimate_prompt_tokens",
      "community": 386,
      "norm_label": "_estimate_prompt_tokens()"
    },
    {
      "label": "AgentStreamBridge",
      "file_type": "code",
      "source_file": "src/openjarvis/server/stream_bridge.py",
      "source_location": "L59",
      "_origin": "ast",
      "id": "src_openjarvis_server_stream_bridge_agentstreambridge",
      "community": 386,
      "norm_label": "agentstreambridge"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/stream_bridge.py",
      "source_location": "L70",
      "_origin": "ast",
      "id": "src_openjarvis_server_stream_bridge_agentstreambridge_init",
      "community": 386,
      "norm_label": ".__init__()"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_server_stream_bridge_py_eventbus",
      "community": 386,
      "norm_label": "eventbus"
    },
    {
      "label": "._make_callback()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/stream_bridge.py",
      "source_location": "L89",
      "_origin": "ast",
      "id": "src_openjarvis_server_stream_bridge_agentstreambridge_make_callback",
      "community": 386,
      "norm_label": "._make_callback()"
    },
    {
      "label": "EventType",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "eventtype",
      "community": 386,
      "norm_label": "eventtype"
    },
    {
      "label": "._subscribe_all()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/stream_bridge.py",
      "source_location": "L99",
      "_origin": "ast",
      "id": "src_openjarvis_server_stream_bridge_agentstreambridge_subscribe_all",
      "community": 386,
      "norm_label": "._subscribe_all()"
    },
    {
      "label": "._unsubscribe_all()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/stream_bridge.py",
      "source_location": "L104",
      "_origin": "ast",
      "id": "src_openjarvis_server_stream_bridge_agentstreambridge_unsubscribe_all",
      "community": 386,
      "norm_label": "._unsubscribe_all()"
    },
    {
      "label": "._format_named_event()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/stream_bridge.py",
      "source_location": "L110",
      "_origin": "ast",
      "id": "src_openjarvis_server_stream_bridge_agentstreambridge_format_named_event",
      "community": 386,
      "norm_label": "._format_named_event()"
    },
    {
      "label": "._run_agent()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/stream_bridge.py",
      "source_location": "L114",
      "_origin": "ast",
      "id": "src_openjarvis_server_stream_bridge_agentstreambridge_run_agent",
      "community": 386,
      "norm_label": "._run_agent()"
    },
    {
      "label": ".stream()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/stream_bridge.py",
      "source_location": "L149",
      "_origin": "ast",
      "id": "src_openjarvis_server_stream_bridge_agentstreambridge_stream",
      "community": 386,
      "norm_label": ".stream()"
    },
    {
      "label": "create_agent_stream()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/stream_bridge.py",
      "source_location": "L353",
      "_origin": "ast",
      "id": "src_openjarvis_server_stream_bridge_create_agent_stream",
      "community": 386,
      "norm_label": "create_agent_stream()"
    },
    {
      "label": "StreamingResponse",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_server_stream_bridge_py_streamingresponse",
      "community": 386,
      "norm_label": "streamingresponse"
    },
    {
      "label": "Bridge sync agent.run() + EventBus events to an async SSE generator.  Subscrib",
      "file_type": "rationale",
      "source_file": "src/openjarvis/server/stream_bridge.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_server_stream_bridge_rationale_1",
      "community": 226,
      "norm_label": "bridge sync agent.run() + eventbus events to an async sse generator.  subscrib"
    },
    {
      "label": "Estimate prompt tokens from request messages (incl. system, user, context).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/server/stream_bridge.py",
      "source_location": "L41",
      "_origin": "ast",
      "id": "src_openjarvis_server_stream_bridge_rationale_41",
      "community": 386,
      "norm_label": "estimate prompt tokens from request messages (incl. system, user, context)."
    },
    {
      "label": "Bridge between a synchronous agent and an async SSE stream.      Pattern:",
      "file_type": "rationale",
      "source_file": "src/openjarvis/server/stream_bridge.py",
      "source_location": "L60",
      "_origin": "ast",
      "id": "src_openjarvis_server_stream_bridge_rationale_60",
      "community": 386,
      "norm_label": "bridge between a synchronous agent and an async sse stream.      pattern:"
    },
    {
      "label": "Create a callback that pushes the event onto the async queue.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/server/stream_bridge.py",
      "source_location": "L90",
      "_origin": "ast",
      "id": "src_openjarvis_server_stream_bridge_rationale_90",
      "community": 386,
      "norm_label": "create a callback that pushes the event onto the async queue."
    },
    {
      "label": "Subscribe to all relevant EventBus event types.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/server/stream_bridge.py",
      "source_location": "L100",
      "_origin": "ast",
      "id": "src_openjarvis_server_stream_bridge_rationale_100",
      "community": 386,
      "norm_label": "subscribe to all relevant eventbus event types."
    },
    {
      "label": "Remove all registered subscriptions.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/server/stream_bridge.py",
      "source_location": "L105",
      "_origin": "ast",
      "id": "src_openjarvis_server_stream_bridge_rationale_105",
      "community": 386,
      "norm_label": "remove all registered subscriptions."
    },
    {
      "label": "Format an SSE event with an explicit ``event:`` field.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/server/stream_bridge.py",
      "source_location": "L111",
      "_origin": "ast",
      "id": "src_openjarvis_server_stream_bridge_rationale_111",
      "community": 386,
      "norm_label": "format an sse event with an explicit ``event:`` field."
    },
    {
      "label": "Execute the agent synchronously (called via asyncio.to_thread).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/server/stream_bridge.py",
      "source_location": "L115",
      "_origin": "ast",
      "id": "src_openjarvis_server_stream_bridge_rationale_115",
      "community": 386,
      "norm_label": "execute the agent synchronously (called via asyncio.to_thread)."
    },
    {
      "label": "Async generator that yields SSE-formatted strings.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/server/stream_bridge.py",
      "source_location": "L150",
      "_origin": "ast",
      "id": "src_openjarvis_server_stream_bridge_rationale_150",
      "community": 386,
      "norm_label": "async generator that yields sse-formatted strings."
    },
    {
      "label": "Create an AgentStreamBridge and return a FastAPI StreamingResponse.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/server/stream_bridge.py",
      "source_location": "L359",
      "_origin": "ast",
      "id": "src_openjarvis_server_stream_bridge_rationale_359",
      "community": 386,
      "norm_label": "create an agentstreambridge and return a fastapi streamingresponse."
    },
    {
      "label": "upload_router.py",
      "file_type": "code",
      "source_file": "src/openjarvis/server/upload_router.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_server_upload_router",
      "community": 509,
      "norm_label": "upload_router.py"
    },
    {
      "label": "_chunk_text()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/upload_router.py",
      "source_location": "L27",
      "_origin": "ast",
      "id": "src_openjarvis_server_upload_router_chunk_text",
      "community": 509,
      "norm_label": "_chunk_text()"
    },
    {
      "label": "_extract_text_from_pdf()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/upload_router.py",
      "source_location": "L58",
      "_origin": "ast",
      "id": "src_openjarvis_server_upload_router_extract_text_from_pdf",
      "community": 509,
      "norm_label": "_extract_text_from_pdf()"
    },
    {
      "label": "_extract_text_from_docx()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/upload_router.py",
      "source_location": "L87",
      "_origin": "ast",
      "id": "src_openjarvis_server_upload_router_extract_text_from_docx",
      "community": 509,
      "norm_label": "_extract_text_from_docx()"
    },
    {
      "label": "_get_store()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/upload_router.py",
      "source_location": "L104",
      "_origin": "ast",
      "id": "src_openjarvis_server_upload_router_get_store",
      "community": 509,
      "norm_label": "_get_store()"
    },
    {
      "label": "PasteRequest",
      "file_type": "code",
      "source_file": "src/openjarvis/server/upload_router.py",
      "source_location": "L115",
      "_origin": "ast",
      "id": "src_openjarvis_server_upload_router_pasterequest",
      "community": 509,
      "norm_label": "pasterequest"
    },
    {
      "label": "BaseModel",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_server_upload_router_py_basemodel",
      "community": 509,
      "norm_label": "basemodel"
    },
    {
      "label": "IngestResponse",
      "file_type": "code",
      "source_file": "src/openjarvis/server/upload_router.py",
      "source_location": "L120",
      "_origin": "ast",
      "id": "src_openjarvis_server_upload_router_ingestresponse",
      "community": 509,
      "norm_label": "ingestresponse"
    },
    {
      "label": "ingest_paste()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/upload_router.py",
      "source_location": "L131",
      "_origin": "ast",
      "id": "src_openjarvis_server_upload_router_ingest_paste",
      "community": 509,
      "norm_label": "ingest_paste()"
    },
    {
      "label": "ingest_files()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/upload_router.py",
      "source_location": "L156",
      "_origin": "ast",
      "id": "src_openjarvis_server_upload_router_ingest_files",
      "community": 509,
      "norm_label": "ingest_files()"
    },
    {
      "label": "UploadFile",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "uploadfile",
      "community": 509,
      "norm_label": "uploadfile"
    },
    {
      "label": "Upload / Paste router for ingesting documents into the knowledge store.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/server/upload_router.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_server_upload_router_rationale_1",
      "community": 509,
      "norm_label": "upload / paste router for ingesting documents into the knowledge store."
    },
    {
      "label": "Split *text* into ~max_chars pieces at paragraph boundaries.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/server/upload_router.py",
      "source_location": "L28",
      "_origin": "ast",
      "id": "src_openjarvis_server_upload_router_rationale_28",
      "community": 509,
      "norm_label": "split *text* into ~max_chars pieces at paragraph boundaries."
    },
    {
      "label": "Extract text from a PDF using pdfplumber or PyPDF2.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/server/upload_router.py",
      "source_location": "L59",
      "_origin": "ast",
      "id": "src_openjarvis_server_upload_router_rationale_59",
      "community": 509,
      "norm_label": "extract text from a pdf using pdfplumber or pypdf2."
    },
    {
      "label": "Extract text from a .docx file using python-docx.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/server/upload_router.py",
      "source_location": "L88",
      "_origin": "ast",
      "id": "src_openjarvis_server_upload_router_rationale_88",
      "community": 509,
      "norm_label": "extract text from a .docx file using python-docx."
    },
    {
      "label": "Return a KnowledgeStore pointing at the default knowledge DB.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/server/upload_router.py",
      "source_location": "L105",
      "_origin": "ast",
      "id": "src_openjarvis_server_upload_router_rationale_105",
      "community": 509,
      "norm_label": "return a knowledgestore pointing at the default knowledge db."
    },
    {
      "label": "Ingest pasted text into the knowledge store.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/server/upload_router.py",
      "source_location": "L132",
      "_origin": "ast",
      "id": "src_openjarvis_server_upload_router_rationale_132",
      "community": 509,
      "norm_label": "ingest pasted text into the knowledge store."
    },
    {
      "label": "Ingest uploaded files into the knowledge store.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/server/upload_router.py",
      "source_location": "L160",
      "_origin": "ast",
      "id": "src_openjarvis_server_upload_router_rationale_160",
      "community": 509,
      "norm_label": "ingest uploaded files into the knowledge store."
    },
    {
      "label": "webhook_routes.py",
      "file_type": "code",
      "source_file": "src/openjarvis/server/webhook_routes.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_server_webhook_routes",
      "community": 11,
      "norm_label": "webhook_routes.py"
    },
    {
      "label": "_log_task_exception()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/webhook_routes.py",
      "source_location": "L18",
      "_origin": "ast",
      "id": "src_openjarvis_server_webhook_routes_log_task_exception",
      "community": 11,
      "norm_label": "_log_task_exception()"
    },
    {
      "label": "Task",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "task",
      "community": 11,
      "norm_label": "task"
    },
    {
      "label": "_validate_twilio_signature()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/webhook_routes.py",
      "source_location": "L31",
      "_origin": "ast",
      "id": "src_openjarvis_server_webhook_routes_validate_twilio_signature",
      "community": 775,
      "norm_label": "_validate_twilio_signature()"
    },
    {
      "label": "_format_for_sms()",
      "file_type": "code",
      "source_file": "src/openjarvis/server/webhook_routes.py",
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      "source_location": "",
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      "source_location": "",
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      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_skills_executor_py_any",
      "community": 748,
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      "_origin": "ast",
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    },
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    },
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      "source_file": "src/openjarvis/skills/executor.py",
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      "_origin": "ast",
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      "norm_label": "invoke the skill resolver and convert its result to a toolresult."
    },
    {
      "label": "Simple {key} placeholder rendering.",
      "file_type": "rationale",
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      "_origin": "ast",
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      "norm_label": "simple {key} placeholder rendering."
    },
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      "norm_label": "importer.py"
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      "source_file": "src/openjarvis/skills/importer.py",
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      "id": "src_openjarvis_skills_importer_importresult",
      "community": 700,
      "norm_label": "importresult"
    },
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      "label": "SkillImporter",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/importer.py",
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      "_origin": "ast",
      "id": "src_openjarvis_skills_importer_skillimporter",
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      "norm_label": "skillimporter"
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      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_skills_importer_py_path",
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      "file_type": "code",
      "source_file": "src/openjarvis/skills/importer.py",
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      "_origin": "ast",
      "id": "src_openjarvis_skills_importer_skillimporter_import_skill",
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      "norm_label": ".import_skill()"
    },
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      "label": "._read_skill_md()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/importer.py",
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      "_origin": "ast",
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      "_origin": "ast",
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      "_origin": "ast",
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      "community": 700,
      "norm_label": "._write_source_metadata()"
    },
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      "label": "SkillImporter \u2014 install ResolvedSkill instances into ~/.openjarvis/skills/.  S",
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      "source_file": "src/openjarvis/skills/importer.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_skills_importer_rationale_1",
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      "norm_label": "skillimporter \u2014 install resolvedskill instances into ~/.openjarvis/skills/.  s"
    },
    {
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      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/importer.py",
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      "_origin": "ast",
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      "community": 700,
      "norm_label": "result of importing a single skill."
    },
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      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/importer.py",
      "source_location": "L48",
      "_origin": "ast",
      "id": "src_openjarvis_skills_importer_rationale_48",
      "community": 168,
      "norm_label": "install resolved skills into the user skills directory."
    },
    {
      "label": "Install *resolved* into ``<target_root>/<source>/<name>/``.          Returns a",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/importer.py",
      "source_location": "L69",
      "_origin": "ast",
      "id": "src_openjarvis_skills_importer_rationale_69",
      "community": 700,
      "norm_label": "install *resolved* into ``<target_root>/<source>/<name>/``.          returns a"
    },
    {
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      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/importer.py",
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      "_origin": "ast",
      "id": "src_openjarvis_skills_importer_rationale_148",
      "community": 700,
      "norm_label": "parse a skill.md file into (frontmatter dict, markdown body)."
    },
    {
      "label": "Re-serialize a SKILL.md file from frontmatter dict + body.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/importer.py",
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      "_origin": "ast",
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      "community": 700,
      "norm_label": "re-serialize a skill.md file from frontmatter dict + body."
    },
    {
      "label": "Write the .source TOML provenance file.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/importer.py",
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      "_origin": "ast",
      "id": "src_openjarvis_skills_importer_rationale_177",
      "community": 700,
      "norm_label": "write the .source toml provenance file."
    },
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      "label": "index.py",
      "file_type": "code",
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      "source_location": "L1",
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      "id": "src_openjarvis_skills_index",
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      "norm_label": "index.py"
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      "norm_label": "skillindexentry"
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      "label": "SkillIndex",
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      "norm_label": "skillindex"
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      "_origin": "ast",
      "id": "src_openjarvis_skills_index_skillindex_init",
      "community": 344,
      "norm_label": ".__init__()"
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    {
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      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_skills_index_py_path",
      "community": 344,
      "norm_label": "path"
    },
    {
      "label": "._load()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/index.py",
      "source_location": "L50",
      "_origin": "ast",
      "id": "src_openjarvis_skills_index_skillindex_load",
      "community": 344,
      "norm_label": "._load()"
    },
    {
      "label": ".entries()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/index.py",
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      "_origin": "ast",
      "id": "src_openjarvis_skills_index_skillindex_entries",
      "community": 344,
      "norm_label": ".entries()"
    },
    {
      "label": ".search()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/index.py",
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      "_origin": "ast",
      "id": "src_openjarvis_skills_index_skillindex_search",
      "community": 344,
      "norm_label": ".search()"
    },
    {
      "label": ".get()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/index.py",
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      "_origin": "ast",
      "id": "src_openjarvis_skills_index_skillindex_get",
      "community": 344,
      "norm_label": ".get()"
    },
    {
      "label": "Skill index \u2014 load and search a remote/local skill catalog.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/index.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_skills_index_rationale_1",
      "community": 344,
      "norm_label": "skill index \u2014 load and search a remote/local skill catalog."
    },
    {
      "label": "A single entry in the skill index catalog.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/index.py",
      "source_location": "L17",
      "_origin": "ast",
      "id": "src_openjarvis_skills_index_rationale_17",
      "community": 344,
      "norm_label": "a single entry in the skill index catalog."
    },
    {
      "label": "Catalog of available skills loaded from an ``index.toml`` file.      ``index.t",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/index.py",
      "source_location": "L30",
      "_origin": "ast",
      "id": "src_openjarvis_skills_index_rationale_30",
      "community": 344,
      "norm_label": "catalog of available skills loaded from an ``index.toml`` file.      ``index.t"
    },
    {
      "label": "Parse ``index.toml`` from the index directory if it exists.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/index.py",
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      "_origin": "ast",
      "id": "src_openjarvis_skills_index_rationale_51",
      "community": 344,
      "norm_label": "parse ``index.toml`` from the index directory if it exists."
    },
    {
      "label": "Return all entries keyed by skill name.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/index.py",
      "source_location": "L74",
      "_origin": "ast",
      "id": "src_openjarvis_skills_index_rationale_74",
      "community": 344,
      "norm_label": "return all entries keyed by skill name."
    },
    {
      "label": "Return entries whose name, description, or tags match *query*.          Matchi",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/index.py",
      "source_location": "L78",
      "_origin": "ast",
      "id": "src_openjarvis_skills_index_rationale_78",
      "community": 344,
      "norm_label": "return entries whose name, description, or tags match *query*.          matchi"
    },
    {
      "label": "Look up a skill by exact name, returning ``None`` if not found.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/index.py",
      "source_location": "L95",
      "_origin": "ast",
      "id": "src_openjarvis_skills_index_rationale_95",
      "community": 344,
      "norm_label": "look up a skill by exact name, returning ``none`` if not found."
    },
    {
      "label": "skills/loader.py",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/loader.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_skills_loader",
      "community": 93,
      "norm_label": "skills/loader.py"
    },
    {
      "label": "_read_source_metadata()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/loader.py",
      "source_location": "L22",
      "_origin": "ast",
      "id": "src_openjarvis_skills_loader_read_source_metadata",
      "community": 93,
      "norm_label": "_read_source_metadata()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_skills_loader_py_path",
      "community": 93,
      "norm_label": "path"
    },
    {
      "label": "load_skill()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/loader.py",
      "source_location": "L46",
      "_origin": "ast",
      "id": "src_openjarvis_skills_loader_load_skill",
      "community": 93,
      "norm_label": "load_skill()"
    },
    {
      "label": "SkillManifest",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_skills_loader_py_skillmanifest",
      "community": 93,
      "norm_label": "skillmanifest"
    },
    {
      "label": "load_skill_markdown()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/loader.py",
      "source_location": "L146",
      "_origin": "ast",
      "id": "src_openjarvis_skills_loader_load_skill_markdown",
      "community": 93,
      "norm_label": "load_skill_markdown()"
    },
    {
      "label": "load_skill_directory()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/loader.py",
      "source_location": "L205",
      "_origin": "ast",
      "id": "src_openjarvis_skills_loader_load_skill_directory",
      "community": 93,
      "norm_label": "load_skill_directory()"
    },
    {
      "label": "discover_skills()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/loader.py",
      "source_location": "L266",
      "_origin": "ast",
      "id": "src_openjarvis_skills_loader_discover_skills",
      "community": 93,
      "norm_label": "discover_skills()"
    },
    {
      "label": "Skill loader \u2014 load and verify skill manifests from TOML files.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/loader.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_skills_loader_rationale_1",
      "community": 93,
      "norm_label": "skill loader \u2014 load and verify skill manifests from toml files."
    },
    {
      "label": "Read .source TOML file if present, returning the parsed dict.      Returns an",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/loader.py",
      "source_location": "L23",
      "_origin": "ast",
      "id": "src_openjarvis_skills_loader_rationale_23",
      "community": 93,
      "norm_label": "read .source toml file if present, returning the parsed dict.      returns an"
    },
    {
      "label": "Load a skill manifest from a TOML file.      Expected format:     ```toml",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/loader.py",
      "source_location": "L53",
      "_origin": "ast",
      "id": "src_openjarvis_skills_loader_rationale_53",
      "community": 93,
      "norm_label": "load a skill manifest from a toml file.      expected format:     ```toml"
    },
    {
      "label": "Load a skill manifest from a SKILL.md file via SkillParser.      Parses YAML f",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/loader.py",
      "source_location": "L147",
      "_origin": "ast",
      "id": "src_openjarvis_skills_loader_rationale_147",
      "community": 93,
      "norm_label": "load a skill manifest from a skill.md file via skillparser.      parses yaml f"
    },
    {
      "label": "Load a skill from a directory containing ``skill.toml`` and/or ``SKILL.md``.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/loader.py",
      "source_location": "L206",
      "_origin": "ast",
      "id": "src_openjarvis_skills_loader_rationale_206",
      "community": 93,
      "norm_label": "load a skill from a directory containing ``skill.toml`` and/or ``skill.md``."
    },
    {
      "label": "Scan a directory for skill definitions and load them.      Handles three layou",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/loader.py",
      "source_location": "L267",
      "_origin": "ast",
      "id": "src_openjarvis_skills_loader_rationale_267",
      "community": 93,
      "norm_label": "scan a directory for skill definitions and load them.      handles three layou"
    },
    {
      "label": "skills/manager.py",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager",
      "community": 485,
      "norm_label": "skills/manager.py"
    },
    {
      "label": "SkillManager",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L18",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_skillmanager",
      "community": 9,
      "norm_label": "skillmanager"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L29",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_skillmanager_init",
      "community": 9,
      "norm_label": ".__init__()"
    },
    {
      "label": "EventBus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_py_eventbus",
      "community": 9,
      "norm_label": "eventbus"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_py_any",
      "community": 9,
      "norm_label": "any"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_py_path",
      "community": 9,
      "norm_label": "path"
    },
    {
      "label": ".discover()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L64",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_skillmanager_discover",
      "community": 9,
      "norm_label": ".discover()"
    },
    {
      "label": "._load_overlays()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L95",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_skillmanager_load_overlays",
      "community": 9,
      "norm_label": "._load_overlays()"
    },
    {
      "label": ".resolve()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L124",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_skillmanager_resolve",
      "community": 9,
      "norm_label": ".resolve()"
    },
    {
      "label": "SkillManifest",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_py_skillmanifest",
      "community": 9,
      "norm_label": "skillmanifest"
    },
    {
      "label": ".skill_names()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L136",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_skillmanager_skill_names",
      "community": 9,
      "norm_label": ".skill_names()"
    },
    {
      "label": ".get_skill_tools()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L144",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_skillmanager_get_skill_tools",
      "community": 9,
      "norm_label": ".get_skill_tools()"
    },
    {
      "label": "ToolExecutor",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_py_toolexecutor",
      "community": 9,
      "norm_label": "toolexecutor"
    },
    {
      "label": "BaseTool",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_py_basetool",
      "community": 9,
      "norm_label": "basetool"
    },
    {
      "label": "._make_resolver()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L175",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_skillmanager_make_resolver",
      "community": 9,
      "norm_label": "._make_resolver()"
    },
    {
      "label": ".get_catalog_xml()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L193",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_skillmanager_get_catalog_xml",
      "community": 9,
      "norm_label": ".get_catalog_xml()"
    },
    {
      "label": ".get_few_shot_examples()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L213",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_skillmanager_get_few_shot_examples",
      "community": 9,
      "norm_label": ".get_few_shot_examples()"
    },
    {
      "label": ".discover_from_traces()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L236",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_skillmanager_discover_from_traces",
      "community": 9,
      "norm_label": ".discover_from_traces()"
    },
    {
      "label": "._normalize_skill_name()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L284",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_skillmanager_normalize_skill_name",
      "community": 9,
      "norm_label": "._normalize_skill_name()"
    },
    {
      "label": "._serialize_discovered_skill()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L303",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_skillmanager_serialize_discovered_skill",
      "community": 9,
      "norm_label": "._serialize_discovered_skill()"
    },
    {
      "label": ".execute()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L330",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_skillmanager_execute",
      "community": 9,
      "norm_label": ".execute()"
    },
    {
      "label": "SkillResult",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "skillresult",
      "community": 9,
      "norm_label": "skillresult"
    },
    {
      "label": ".set_tool_executor()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L360",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_skillmanager_set_tool_executor",
      "community": 9,
      "norm_label": ".set_tool_executor()"
    },
    {
      "label": ".find_installed_paths()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L368",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_skillmanager_find_installed_paths",
      "community": 9,
      "norm_label": ".find_installed_paths()"
    },
    {
      "label": ".remove()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L405",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_skillmanager_remove",
      "community": 9,
      "norm_label": ".remove()"
    },
    {
      "label": "_NullToolExecutor",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L428",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_nulltoolexecutor",
      "community": 9,
      "norm_label": "_nulltoolexecutor"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L436",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_nulltoolexecutor_init",
      "community": 9,
      "norm_label": ".__init__()"
    },
    {
      "label": "SkillManager \u2014 coordinates skill discovery, catalog, tool wrapping, and executio",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_rationale_1",
      "community": 485,
      "norm_label": "skillmanager \u2014 coordinates skill discovery, catalog, tool wrapping, and executio"
    },
    {
      "label": "Coordinate skill discovery, resolution, catalog generation, and execution.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L19",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_rationale_19",
      "community": 9,
      "norm_label": "coordinate skill discovery, resolution, catalog generation, and execution."
    },
    {
      "label": "Scan directories in order and register skills.          First-seen name wins (",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L65",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_rationale_65",
      "community": 9,
      "norm_label": "scan directories in order and register skills.          first-seen name wins ("
    },
    {
      "label": "Apply optimization overlays to discovered skills.          For each skill, loo",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L96",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_rationale_96",
      "community": 9,
      "norm_label": "apply optimization overlays to discovered skills.          for each skill, loo"
    },
    {
      "label": "Return the manifest for a skill by name.          Raises         ------",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L125",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_rationale_125",
      "community": 9,
      "norm_label": "return the manifest for a skill by name.          raises         ------"
    },
    {
      "label": "Return the names of all registered skills.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L137",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_rationale_137",
      "community": 9,
      "norm_label": "return the names of all registered skills."
    },
    {
      "label": "Wrap each registered skill as a :class:`SkillTool` (a :class:`BaseTool`).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L147",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_rationale_147",
      "community": 9,
      "norm_label": "wrap each registered skill as a :class:`skilltool` (a :class:`basetool`)."
    },
    {
      "label": "Return a resolver callback that delegates sub-skill execution.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L176",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_rationale_176",
      "community": 9,
      "norm_label": "return a resolver callback that delegates sub-skill execution."
    },
    {
      "label": "Generate an ``<available_skills>`` XML catalog.          Skills with ``disable",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L194",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_rationale_194",
      "community": 9,
      "norm_label": "generate an ``<available_skills>`` xml catalog.          skills with ``disable"
    },
    {
      "label": "Return formatted few-shot example strings ready for system prompt.          Pu",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L214",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_rationale_214",
      "community": 9,
      "norm_label": "return formatted few-shot example strings ready for system prompt.          pu"
    },
    {
      "label": "Mine the trace store for recurring tool sequences.          For each recurring",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L244",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_rationale_244",
      "community": 9,
      "norm_label": "mine the trace store for recurring tool sequences.          for each recurring"
    },
    {
      "label": "Convert an arbitrary discovered name to a spec-compliant kebab name.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L285",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_rationale_285",
      "community": 9,
      "norm_label": "convert an arbitrary discovered name to a spec-compliant kebab name."
    },
    {
      "label": "Serialize a DiscoveredSkill into a spec-compliant skill.toml.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L304",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_rationale_304",
      "community": 9,
      "norm_label": "serialize a discoveredskill into a spec-compliant skill.toml."
    },
    {
      "label": "Resolve and execute a skill by name.          Parameters         ----------",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L335",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_rationale_335",
      "community": 9,
      "norm_label": "resolve and execute a skill by name.          parameters         ----------"
    },
    {
      "label": "Attach a :class:`ToolExecutor` for running tool steps in skill pipelines.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L361",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_rationale_361",
      "community": 9,
      "norm_label": "attach a :class:`toolexecutor` for running tool steps in skill pipelines."
    },
    {
      "label": "Return on-disk skill directories matching ``name``.          A directory match",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L371",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_rationale_371",
      "community": 9,
      "norm_label": "return on-disk skill directories matching ``name``.          a directory match"
    },
    {
      "label": "Remove an installed skill by name.          Returns the list of directories th",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L406",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_rationale_406",
      "community": 9,
      "norm_label": "remove an installed skill by name.          returns the list of directories th"
    },
    {
      "label": "A no-op ToolExecutor used when no real executor is available.      Allows Skil",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/manager.py",
      "source_location": "L429",
      "_origin": "ast",
      "id": "src_openjarvis_skills_manager_rationale_429",
      "community": 9,
      "norm_label": "a no-op toolexecutor used when no real executor is available.      allows skil"
    },
    {
      "label": "overlay.py",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/overlay.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_skills_overlay",
      "community": 9,
      "norm_label": "overlay.py"
    },
    {
      "label": "SkillOverlay",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/overlay.py",
      "source_location": "L40",
      "_origin": "ast",
      "id": "src_openjarvis_skills_overlay_skilloverlay",
      "community": 9,
      "norm_label": "skilloverlay"
    },
    {
      "label": "SkillOverlayLoader",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/overlay.py",
      "source_location": "L51",
      "_origin": "ast",
      "id": "src_openjarvis_skills_overlay_skilloverlayloader",
      "community": 9,
      "norm_label": "skilloverlayloader"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/overlay.py",
      "source_location": "L57",
      "_origin": "ast",
      "id": "src_openjarvis_skills_overlay_skilloverlayloader_init",
      "community": 9,
      "norm_label": ".__init__()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
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      "_origin": "ast",
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      "norm_label": ".load()"
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      "label": "write_overlay()",
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      "label": "_escape()",
      "file_type": "code",
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      "_origin": "ast",
      "id": "src_openjarvis_skills_overlay_escape",
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      "norm_label": "_escape()"
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      "norm_label": "skilloverlay \u2014 sidecar storage for optimization output (plan 2a).  optimizatio"
    },
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      "file_type": "rationale",
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      "norm_label": "a single optimization overlay for one skill."
    },
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    },
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    {
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      "source_location": "",
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      "file_type": "code",
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      "id": "src_openjarvis_skills_parser_skillparser_parse_frontmatter",
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      "norm_label": ".parse_frontmatter()"
    },
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      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_skills_parser_py_any",
      "community": 169,
      "norm_label": "any"
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      "label": "SkillManifest",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_skills_parser_py_skillmanifest",
      "community": 169,
      "norm_label": "skillmanifest"
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      "label": "._validate_strict()",
      "file_type": "code",
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      "_origin": "ast",
      "id": "src_openjarvis_skills_parser_skillparser_validate_strict",
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      "file_type": "code",
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      "_origin": "ast",
      "id": "src_openjarvis_skills_parser_skillparser_validate_name",
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      "norm_label": "._validate_name()"
    },
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      "label": "._build_manifest()",
      "file_type": "code",
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      "_origin": "ast",
      "id": "src_openjarvis_skills_parser_skillparser_build_manifest",
      "community": 169,
      "norm_label": "._build_manifest()"
    },
    {
      "label": "SkillParser \u2014 strict spec validation + tolerant field mapping.  The parser is",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/parser.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_skills_parser_rationale_1",
      "community": 168,
      "norm_label": "skillparser \u2014 strict spec validation + tolerant field mapping.  the parser is"
    },
    {
      "label": "Raised when a skill frontmatter cannot be parsed.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/parser.py",
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      "_origin": "ast",
      "id": "src_openjarvis_skills_parser_rationale_62",
      "community": 169,
      "norm_label": "raised when a skill frontmatter cannot be parsed."
    },
    {
      "label": "Parse SKILL.md frontmatter into a SkillManifest.      Two-pass design:",
      "file_type": "rationale",
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      "_origin": "ast",
      "id": "src_openjarvis_skills_parser_rationale_66",
      "community": 169,
      "norm_label": "parse skill.md frontmatter into a skillmanifest.      two-pass design:"
    },
    {
      "label": "Parse a frontmatter dict, returning a SkillManifest.          Runs strict vali",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/parser.py",
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      "_origin": "ast",
      "id": "src_openjarvis_skills_parser_rationale_80",
      "community": 169,
      "norm_label": "parse a frontmatter dict, returning a skillmanifest.          runs strict vali"
    },
    {
      "label": "Validate required fields, length limits, and naming rules.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/parser.py",
      "source_location": "L92",
      "_origin": "ast",
      "id": "src_openjarvis_skills_parser_rationale_92",
      "community": 169,
      "norm_label": "validate required fields, length limits, and naming rules."
    },
    {
      "label": "Validate the spec naming rules for a skill name.",
      "file_type": "rationale",
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      "source_location": "L135",
      "_origin": "ast",
      "id": "src_openjarvis_skills_parser_rationale_135",
      "community": 169,
      "norm_label": "validate the spec naming rules for a skill name."
    },
    {
      "label": "Construct a SkillManifest from validated frontmatter.          Runs the tolera",
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      "source_location": "L162",
      "_origin": "ast",
      "id": "src_openjarvis_skills_parser_rationale_162",
      "community": 169,
      "norm_label": "construct a skillmanifest from validated frontmatter.          runs the tolera"
    },
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      "file_type": "code",
      "source_file": "src/openjarvis/skills/security.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_skills_security",
      "community": 333,
      "norm_label": "security.py"
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      "file_type": "code",
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      "_origin": "ast",
      "id": "src_openjarvis_skills_security_trusttier",
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      "norm_label": "trusttier"
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      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_skills_security_py_str",
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      "file_type": "code",
      "source_file": "",
      "source_location": "",
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      "file_type": "code",
      "source_file": "src/openjarvis/skills/security.py",
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      "id": "src_openjarvis_skills_security_classify_trust_tier",
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      "norm_label": "classify_trust_tier()"
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      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
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      "norm_label": "skillmanifest"
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      "file_type": "code",
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      "_origin": "ast",
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      "norm_label": "has_dangerous_capabilities()"
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      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/security.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_skills_security_rationale_1",
      "community": 333,
      "norm_label": "skill security \u2014 capability validation and trust tiers."
    },
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      "label": "Trust tier for a skill, ordered from most to least trusted.",
      "file_type": "rationale",
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      "_origin": "ast",
      "id": "src_openjarvis_skills_security_rationale_16",
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      "norm_label": "trust tier for a skill, ordered from most to least trusted."
    },
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      "label": "Return the trust tier for a skill based on its provenance.      Priority (high",
      "file_type": "rationale",
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      "_origin": "ast",
      "id": "src_openjarvis_skills_security_rationale_31",
      "community": 333,
      "norm_label": "return the trust tier for a skill based on its provenance.      priority (high"
    },
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      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/security.py",
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      "_origin": "ast",
      "id": "src_openjarvis_skills_security_rationale_45",
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    },
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      "label": "Return the subset of *manifest*'s required capabilities that are dangerous.",
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      "source_location": "L53",
      "_origin": "ast",
      "id": "src_openjarvis_skills_security_rationale_53",
      "community": 333,
      "norm_label": "return the subset of *manifest*'s required capabilities that are dangerous."
    },
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      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/__init__.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_init",
      "community": 354,
      "norm_label": "sources/__init__.py"
    },
    {
      "label": "Skill source resolvers \u2014 Hermes, OpenClaw, generic GitHub.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/sources/__init__.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_init_rationale_1",
      "community": 354,
      "norm_label": "skill source resolvers \u2014 hermes, openclaw, generic github."
    },
    {
      "label": "sources/base.py",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/base.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_base",
      "community": 354,
      "norm_label": "sources/base.py"
    },
    {
      "label": "ResolvedSkill",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/base.py",
      "source_location": "L12",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_base_resolvedskill",
      "community": 178,
      "norm_label": "resolvedskill"
    },
    {
      "label": "SourceResolver",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/base.py",
      "source_location": "L28",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_base_sourceresolver",
      "community": 354,
      "norm_label": "sourceresolver"
    },
    {
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      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_base_py_abc",
      "community": 354,
      "norm_label": "abc"
    },
    {
      "label": ".cache_dir()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/base.py",
      "source_location": "L39",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_base_sourceresolver_cache_dir",
      "community": 354,
      "norm_label": ".cache_dir()"
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      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_base_py_path",
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      "norm_label": "path"
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      "label": ".sync()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/base.py",
      "source_location": "L43",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_base_sourceresolver_sync",
      "community": 354,
      "norm_label": ".sync()"
    },
    {
      "label": ".list_skills()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/base.py",
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      "_origin": "ast",
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      "norm_label": ".list_skills()"
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      "label": ".resolve()",
      "file_type": "code",
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      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_base_sourceresolver_resolve",
      "community": 354,
      "norm_label": ".resolve()"
    },
    {
      "label": ".filter_by_category()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/base.py",
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      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_base_sourceresolver_filter_by_category",
      "community": 354,
      "norm_label": ".filter_by_category()"
    },
    {
      "label": "Source resolver ABC + ResolvedSkill dataclass.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/sources/base.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_base_rationale_1",
      "community": 354,
      "norm_label": "source resolver abc + resolvedskill dataclass."
    },
    {
      "label": "A skill found in an upstream source, ready to import.      Lightweight \u2014 does",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/sources/base.py",
      "source_location": "L13",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_base_rationale_13",
      "community": 178,
      "norm_label": "a skill found in an upstream source, ready to import.      lightweight \u2014 does"
    },
    {
      "label": "Abstract base for a skill source resolver.      Implementations clone or pull",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/sources/base.py",
      "source_location": "L29",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_base_rationale_29",
      "community": 354,
      "norm_label": "abstract base for a skill source resolver.      implementations clone or pull"
    },
    {
      "label": "Where this source clones its repo.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/sources/base.py",
      "source_location": "L40",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_base_rationale_40",
      "community": 354,
      "norm_label": "where this source clones its repo."
    },
    {
      "label": "Clone or pull the upstream repo into the cache.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/sources/base.py",
      "source_location": "L44",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_base_rationale_44",
      "community": 354,
      "norm_label": "clone or pull the upstream repo into the cache."
    },
    {
      "label": "Walk the cache directory and return all discoverable skills.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/sources/base.py",
      "source_location": "L48",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_base_rationale_48",
      "community": 354,
      "norm_label": "walk the cache directory and return all discoverable skills."
    },
    {
      "label": "Filter list_skills() by name (substring match).          Empty *query* returns",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/sources/base.py",
      "source_location": "L51",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_base_rationale_51",
      "community": 354,
      "norm_label": "filter list_skills() by name (substring match).          empty *query* returns"
    },
    {
      "label": "Return skills whose category exactly matches *category*.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/sources/base.py",
      "source_location": "L62",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_base_rationale_62",
      "community": 354,
      "norm_label": "return skills whose category exactly matches *category*."
    },
    {
      "label": "github.py",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/github.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_github",
      "community": 354,
      "norm_label": "github.py"
    },
    {
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      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/github.py",
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      "id": "src_openjarvis_skills_sources_github_githubresolver",
      "community": 749,
      "norm_label": "githubresolver"
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      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_github_githubresolver_init",
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      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_github_py_path",
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    {
      "label": ".cache_dir()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/github.py",
      "source_location": "L30",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_github_githubresolver_cache_dir",
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      "norm_label": ".cache_dir()"
    },
    {
      "label": ".sync()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/github.py",
      "source_location": "L33",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_github_githubresolver_sync",
      "community": 749,
      "norm_label": ".sync()"
    },
    {
      "label": ".list_skills()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/github.py",
      "source_location": "L46",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_github_githubresolver_list_skills",
      "community": 749,
      "norm_label": ".list_skills()"
    },
    {
      "label": "._read_preview()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/github.py",
      "source_location": "L87",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_github_githubresolver_read_preview",
      "community": 749,
      "norm_label": "._read_preview()"
    },
    {
      "label": "._read_commit()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/github.py",
      "source_location": "L106",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_github_githubresolver_read_commit",
      "community": 749,
      "norm_label": "._read_commit()"
    },
    {
      "label": "GitHubResolver \u2014 generic resolver for any GitHub repo containing skills.  Perf",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/sources/github.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_github_rationale_1",
      "community": 354,
      "norm_label": "githubresolver \u2014 generic resolver for any github repo containing skills.  perf"
    },
    {
      "label": "Generic resolver for any GitHub repo containing SKILL.md files.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/sources/github.py",
      "source_location": "L22",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_github_rationale_22",
      "community": 749,
      "norm_label": "generic resolver for any github repo containing skill.md files."
    },
    {
      "label": "hermes.py",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/hermes.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_hermes",
      "community": 354,
      "norm_label": "hermes.py"
    },
    {
      "label": "HermesResolver",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/hermes.py",
      "source_location": "L24",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_hermes_hermesresolver",
      "community": 178,
      "norm_label": "hermesresolver"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/hermes.py",
      "source_location": "L29",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_hermes_hermesresolver_init",
      "community": 178,
      "norm_label": ".__init__()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_hermes_py_path",
      "community": 178,
      "norm_label": "path"
    },
    {
      "label": ".cache_dir()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/hermes.py",
      "source_location": "L34",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_hermes_hermesresolver_cache_dir",
      "community": 178,
      "norm_label": ".cache_dir()"
    },
    {
      "label": ".sync()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/hermes.py",
      "source_location": "L37",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_hermes_hermesresolver_sync",
      "community": 178,
      "norm_label": ".sync()"
    },
    {
      "label": ".list_skills()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/hermes.py",
      "source_location": "L51",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_hermes_hermesresolver_list_skills",
      "community": 178,
      "norm_label": ".list_skills()"
    },
    {
      "label": "._read_preview()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/hermes.py",
      "source_location": "L88",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_hermes_hermesresolver_read_preview",
      "community": 178,
      "norm_label": "._read_preview()"
    },
    {
      "label": "._read_commit()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/hermes.py",
      "source_location": "L114",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_hermes_hermesresolver_read_commit",
      "community": 178,
      "norm_label": "._read_commit()"
    },
    {
      "label": "HermesResolver \u2014 resolves skills from NousResearch/hermes-agent.  Layout:",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/sources/hermes.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_hermes_rationale_1",
      "community": 354,
      "norm_label": "hermesresolver \u2014 resolves skills from nousresearch/hermes-agent.  layout:"
    },
    {
      "label": "Resolves skills from the Hermes Agent repository.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/sources/hermes.py",
      "source_location": "L25",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_hermes_rationale_25",
      "community": 178,
      "norm_label": "resolves skills from the hermes agent repository."
    },
    {
      "label": "Clone or pull the Hermes repo into the cache directory.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/sources/hermes.py",
      "source_location": "L38",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_hermes_rationale_38",
      "community": 178,
      "norm_label": "clone or pull the hermes repo into the cache directory."
    },
    {
      "label": "Walk skills/<category>/<skill>/SKILL.md.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/sources/hermes.py",
      "source_location": "L52",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_hermes_rationale_52",
      "community": 178,
      "norm_label": "walk skills/<category>/<skill>/skill.md."
    },
    {
      "label": "Read just enough frontmatter to populate ResolvedSkill preview fields.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/sources/hermes.py",
      "source_location": "L89",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_hermes_rationale_89",
      "community": 178,
      "norm_label": "read just enough frontmatter to populate resolvedskill preview fields."
    },
    {
      "label": "Return the current HEAD SHA of the cached repo, or empty string.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/sources/hermes.py",
      "source_location": "L115",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_hermes_rationale_115",
      "community": 178,
      "norm_label": "return the current head sha of the cached repo, or empty string."
    },
    {
      "label": "sources/openclaw.py",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/openclaw.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_openclaw",
      "community": 354,
      "norm_label": "sources/openclaw.py"
    },
    {
      "label": "OpenClawResolver",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/openclaw.py",
      "source_location": "L25",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_openclaw_openclawresolver",
      "community": 725,
      "norm_label": "openclawresolver"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/openclaw.py",
      "source_location": "L30",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_openclaw_openclawresolver_init",
      "community": 725,
      "norm_label": ".__init__()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_openclaw_py_path",
      "community": 725,
      "norm_label": "path"
    },
    {
      "label": ".cache_dir()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/openclaw.py",
      "source_location": "L35",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_openclaw_openclawresolver_cache_dir",
      "community": 725,
      "norm_label": ".cache_dir()"
    },
    {
      "label": ".sync()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/openclaw.py",
      "source_location": "L38",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_openclaw_openclawresolver_sync",
      "community": 725,
      "norm_label": ".sync()"
    },
    {
      "label": ".list_skills()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/openclaw.py",
      "source_location": "L51",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_openclaw_openclawresolver_list_skills",
      "community": 725,
      "norm_label": ".list_skills()"
    },
    {
      "label": "._read_preview()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/openclaw.py",
      "source_location": "L87",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_openclaw_openclawresolver_read_preview",
      "community": 725,
      "norm_label": "._read_preview()"
    },
    {
      "label": "._read_sidecar()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/openclaw.py",
      "source_location": "L106",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_openclaw_openclawresolver_read_sidecar",
      "community": 725,
      "norm_label": "._read_sidecar()"
    },
    {
      "label": "._read_commit()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/sources/openclaw.py",
      "source_location": "L114",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_openclaw_openclawresolver_read_commit",
      "community": 725,
      "norm_label": "._read_commit()"
    },
    {
      "label": "OpenClawResolver \u2014 resolves skills from the OpenClaw skill index.  Layout:",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/sources/openclaw.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_openclaw_rationale_1",
      "community": 354,
      "norm_label": "openclawresolver \u2014 resolves skills from the openclaw skill index.  layout:"
    },
    {
      "label": "Resolves skills from the OpenClaw skill index.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/sources/openclaw.py",
      "source_location": "L26",
      "_origin": "ast",
      "id": "src_openjarvis_skills_sources_openclaw_rationale_26",
      "community": 725,
      "norm_label": "resolves skills from the openclaw skill index."
    },
    {
      "label": "tool_adapter.py",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/tool_adapter.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_adapter",
      "community": 485,
      "norm_label": "tool_adapter.py"
    },
    {
      "label": "SkillTool",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/tool_adapter.py",
      "source_location": "L16",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_adapter_skilltool",
      "community": 27,
      "norm_label": "skilltool"
    },
    {
      "label": "BaseTool",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_adapter_py_basetool",
      "community": 27,
      "norm_label": "basetool"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/tool_adapter.py",
      "source_location": "L33",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_adapter_skilltool_init",
      "community": 726,
      "norm_label": ".__init__()"
    },
    {
      "label": "SkillManifest",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_adapter_py_skillmanifest",
      "community": 726,
      "norm_label": "skillmanifest"
    },
    {
      "label": "Any",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_adapter_py_any",
      "community": 726,
      "norm_label": "any"
    },
    {
      "label": "._build_parameters()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/tool_adapter.py",
      "source_location": "L50",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_adapter_skilltool_build_parameters",
      "community": 726,
      "norm_label": "._build_parameters()"
    },
    {
      "label": "._build_result_metadata()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/tool_adapter.py",
      "source_location": "L106",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_adapter_skilltool_build_result_metadata",
      "community": 726,
      "norm_label": "._build_result_metadata()"
    },
    {
      "label": ".spec()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/tool_adapter.py",
      "source_location": "L127",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_adapter_skilltool_spec",
      "community": 27,
      "norm_label": ".spec()"
    },
    {
      "label": "ToolSpec",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_adapter_py_toolspec",
      "community": 27,
      "norm_label": "toolspec"
    },
    {
      "label": ".execute()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/tool_adapter.py",
      "source_location": "L136",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_adapter_skilltool_execute",
      "community": 726,
      "norm_label": ".execute()"
    },
    {
      "label": "ToolResult",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_adapter_py_toolresult",
      "community": 726,
      "norm_label": "toolresult"
    },
    {
      "label": "SkillTool \u2014 wraps a skill as a tool that agents can invoke.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/tool_adapter.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_adapter_rationale_1",
      "community": 485,
      "norm_label": "skilltool \u2014 wraps a skill as a tool that agents can invoke."
    },
    {
      "label": "Wraps a SkillManifest as a BaseTool that agents can invoke.      Follows the s",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/tool_adapter.py",
      "source_location": "L17",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_adapter_rationale_17",
      "community": 27,
      "norm_label": "wraps a skillmanifest as a basetool that agents can invoke.      follows the s"
    },
    {
      "label": "Auto-extract input parameters from the manifest.          For pipeline skills,",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/tool_adapter.py",
      "source_location": "L51",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_adapter_rationale_51",
      "community": 726,
      "norm_label": "auto-extract input parameters from the manifest.          for pipeline skills,"
    },
    {
      "label": "Build the metadata dict attached to ToolResult.          Includes the skill na",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/tool_adapter.py",
      "source_location": "L107",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_adapter_rationale_107",
      "community": 726,
      "norm_label": "build the metadata dict attached to toolresult.          includes the skill na"
    },
    {
      "label": "Execute the skill.          If the manifest has pipeline steps, run them via t",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/tool_adapter.py",
      "source_location": "L137",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_adapter_rationale_137",
      "community": 726,
      "norm_label": "execute the skill.          if the manifest has pipeline steps, run them via t"
    },
    {
      "label": "tool_translator.py",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/tool_translator.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_translator",
      "community": 168,
      "norm_label": "tool_translator.py"
    },
    {
      "label": "ToolTranslator",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/tool_translator.py",
      "source_location": "L35",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_translator_tooltranslator",
      "community": 168,
      "norm_label": "tooltranslator"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/tool_translator.py",
      "source_location": "L42",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_translator_tooltranslator_init",
      "community": 168,
      "norm_label": ".__init__()"
    },
    {
      "label": ".translate_markdown()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/tool_translator.py",
      "source_location": "L56",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_translator_tooltranslator_translate_markdown",
      "community": 168,
      "norm_label": ".translate_markdown()"
    },
    {
      "label": ".translate_allowed_tools()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/tool_translator.py",
      "source_location": "L85",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_translator_tooltranslator_translate_allowed_tools",
      "community": 168,
      "norm_label": ".translate_allowed_tools()"
    },
    {
      "label": "ToolTranslator \u2014 translate external tool names to OpenJarvis equivalents.  Ext",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/tool_translator.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_translator_rationale_1",
      "community": 168,
      "norm_label": "tooltranslator \u2014 translate external tool names to openjarvis equivalents.  ext"
    },
    {
      "label": "Rewrite tool references in markdown bodies and allowed-tools fields.      Uses",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/tool_translator.py",
      "source_location": "L36",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_translator_rationale_36",
      "community": 168,
      "norm_label": "rewrite tool references in markdown bodies and allowed-tools fields.      uses"
    },
    {
      "label": "Translate tool references in a markdown body.          Returns         ------",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/tool_translator.py",
      "source_location": "L57",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_translator_rationale_57",
      "community": 168,
      "norm_label": "translate tool references in a markdown body.          returns         ------"
    },
    {
      "label": "Translate the space-delimited allowed-tools field.          Tokens may have pa",
      "file_type": "rationale",
      "source_file": "src/openjarvis/skills/tool_translator.py",
      "source_location": "L86",
      "_origin": "ast",
      "id": "src_openjarvis_skills_tool_translator_rationale_86",
      "community": 168,
      "norm_label": "translate the space-delimited allowed-tools field.          tokens may have pa"
    },
    {
      "label": "skills/types.py",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/types.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_skills_types",
      "community": 485,
      "norm_label": "skills/types.py"
    },
    {
      "label": "SkillStep",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/types.py",
      "source_location": "L10",
      "_origin": "ast",
      "id": "src_openjarvis_skills_types_skillstep",
      "community": 27,
      "norm_label": "skillstep"
    },
    {
      "label": "SkillManifest",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/types.py",
      "source_location": "L20",
      "_origin": "ast",
      "id": "src_openjarvis_skills_types_skillmanifest",
      "community": 27,
      "norm_label": "skillmanifest"
    },
    {
      "label": ".manifest_bytes()",
      "file_type": "code",
      "source_file": "src/openjarvis/skills/types.py",
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      "label": "Return ``True`` if this monitor can run on the current hardware.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/telemetry/energy_monitor.py",
      "source_location": "L71",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_monitor_rationale_71",
      "community": 35,
      "norm_label": "return ``true`` if this monitor can run on the current hardware."
    },
    {
      "label": "Return the vendor enum for this monitor.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/telemetry/energy_monitor.py",
      "source_location": "L75",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_monitor_rationale_75",
      "community": 35,
      "norm_label": "return the vendor enum for this monitor."
    },
    {
      "label": "Return the measurement method: 'hw_counter', 'polling', 'rapl', or 'zeus'.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/telemetry/energy_monitor.py",
      "source_location": "L79",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_monitor_rationale_79",
      "community": 35,
      "norm_label": "return the measurement method: 'hw_counter', 'polling', 'rapl', or 'zeus'."
    },
    {
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      "file_type": "rationale",
      "source_file": "src/openjarvis/telemetry/energy_monitor.py",
      "source_location": "L84",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_monitor_rationale_84",
      "community": 35,
      "norm_label": "context manager that measures energy during the enclosed block.          yield"
    },
    {
      "label": "Return an instantaneous energy reading without start/stop bracket.          Su",
      "file_type": "rationale",
      "source_file": "src/openjarvis/telemetry/energy_monitor.py",
      "source_location": "L91",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_monitor_rationale_91",
      "community": 35,
      "norm_label": "return an instantaneous energy reading without start/stop bracket.          su"
    },
    {
      "label": "Release any resources (handles, threads, etc.).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/telemetry/energy_monitor.py",
      "source_location": "L100",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_monitor_rationale_100",
      "community": 35,
      "norm_label": "release any resources (handles, threads, etc.)."
    },
    {
      "label": "Factory \u2014 auto-detect and return the best available EnergyMonitor.      Detect",
      "file_type": "rationale",
      "source_file": "src/openjarvis/telemetry/energy_monitor.py",
      "source_location": "L107",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_monitor_rationale_107",
      "community": 35,
      "norm_label": "factory \u2014 auto-detect and return the best available energymonitor.      detect"
    },
    {
      "label": "energy_nvidia.py",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/energy_nvidia.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_nvidia",
      "community": 35,
      "norm_label": "energy_nvidia.py"
    },
    {
      "label": "NvidiaEnergyMonitor",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/energy_nvidia.py",
      "source_location": "L36",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_nvidia_nvidiaenergymonitor",
      "community": 35,
      "norm_label": "nvidiaenergymonitor"
    },
    {
      "label": "EnergyMonitor",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
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      "norm_label": "energymonitor"
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      "label": ".__init__()",
      "file_type": "code",
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      "_origin": "ast",
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      "norm_label": ".__init__()"
    },
    {
      "label": "._probe_hw_counter()",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/energy_nvidia.py",
      "source_location": "L75",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_nvidia_nvidiaenergymonitor_probe_hw_counter",
      "community": 35,
      "norm_label": "._probe_hw_counter()"
    },
    {
      "label": ".available()",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/energy_nvidia.py",
      "source_location": "L87",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_nvidia_nvidiaenergymonitor_available",
      "community": 35,
      "norm_label": ".available()"
    },
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      "label": ".vendor()",
      "file_type": "code",
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      "_origin": "ast",
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      "norm_label": ".vendor()"
    },
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      "label": ".energy_method()",
      "file_type": "code",
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      "_origin": "ast",
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      "norm_label": ".energy_method()"
    },
    {
      "label": "._read_energy_counters()",
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      "_origin": "ast",
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      "community": 35,
      "norm_label": "._read_energy_counters()"
    },
    {
      "label": "._poll_once()",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/energy_nvidia.py",
      "source_location": "L117",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_nvidia_nvidiaenergymonitor_poll_once",
      "community": 35,
      "norm_label": "._poll_once()"
    },
    {
      "label": "._polling_loop()",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/energy_nvidia.py",
      "source_location": "L139",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_nvidia_nvidiaenergymonitor_polling_loop",
      "community": 35,
      "norm_label": "._polling_loop()"
    },
    {
      "label": "Lock",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_nvidia_py_lock",
      "community": 35,
      "norm_label": "lock"
    },
    {
      "label": "Event",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_nvidia_py_event",
      "community": 35,
      "norm_label": "event"
    },
    {
      "label": ".sample()",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/energy_nvidia.py",
      "source_location": "L163",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_nvidia_nvidiaenergymonitor_sample",
      "community": 35,
      "norm_label": ".sample()"
    },
    {
      "label": "EnergySample",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_nvidia_py_energysample",
      "community": 35,
      "norm_label": "energysample"
    },
    {
      "label": ".close()",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/energy_nvidia.py",
      "source_location": "L257",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_nvidia_nvidiaenergymonitor_close",
      "community": 35,
      "norm_label": ".close()"
    },
    {
      "label": "NVIDIA energy monitor \u2014 hardware counters (Volta+) with polling fallback.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/telemetry/energy_nvidia.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_nvidia_rationale_1",
      "community": 35,
      "norm_label": "nvidia energy monitor \u2014 hardware counters (volta+) with polling fallback."
    },
    {
      "label": "NVIDIA energy monitor using pynvml.      **Primary mode** (Volta+): Reads ``nv",
      "file_type": "rationale",
      "source_file": "src/openjarvis/telemetry/energy_nvidia.py",
      "source_location": "L37",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_nvidia_rationale_37",
      "community": 35,
      "norm_label": "nvidia energy monitor using pynvml.      **primary mode** (volta+): reads ``nv"
    },
    {
      "label": "Test if hardware energy counters are available (Volta+).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/telemetry/energy_nvidia.py",
      "source_location": "L76",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_nvidia_rationale_76",
      "community": 35,
      "norm_label": "test if hardware energy counters are available (volta+)."
    },
    {
      "label": "Read total energy (millijoules) from all devices.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/telemetry/energy_nvidia.py",
      "source_location": "L106",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_nvidia_rationale_106",
      "community": 35,
      "norm_label": "read total energy (millijoules) from all devices."
    },
    {
      "label": "Read power/utilization/memory/temperature from all devices.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/telemetry/energy_nvidia.py",
      "source_location": "L118",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_nvidia_rationale_118",
      "community": 35,
      "norm_label": "read power/utilization/memory/temperature from all devices."
    },
    {
      "label": "Background thread: poll GPUs until stop_event is set.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/telemetry/energy_nvidia.py",
      "source_location": "L149",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_nvidia_rationale_149",
      "community": 35,
      "norm_label": "background thread: poll gpus until stop_event is set."
    },
    {
      "label": "energy_rapl.py",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/energy_rapl.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_rapl",
      "community": 35,
      "norm_label": "energy_rapl.py"
    },
    {
      "label": "RaplDomain",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/energy_rapl.py",
      "source_location": "L23",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_rapl_rapldomain",
      "community": 125,
      "norm_label": "rapldomain"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/energy_rapl.py",
      "source_location": "L26",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_rapl_rapldomain_init",
      "community": 125,
      "norm_label": ".__init__()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_rapl_py_path",
      "community": 125,
      "norm_label": "path"
    },
    {
      "label": "._read_name()",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/energy_rapl.py",
      "source_location": "L31",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_rapl_rapldomain_read_name",
      "community": 125,
      "norm_label": "._read_name()"
    },
    {
      "label": "._read_max_energy()",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/energy_rapl.py",
      "source_location": "L39",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_rapl_rapldomain_read_max_energy",
      "community": 125,
      "norm_label": "._read_max_energy()"
    },
    {
      "label": ".read_energy_uj()",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/energy_rapl.py",
      "source_location": "L47",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_rapl_rapldomain_read_energy_uj",
      "community": 125,
      "norm_label": ".read_energy_uj()"
    },
    {
      "label": "_discover_domains()",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/energy_rapl.py",
      "source_location": "L57",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_rapl_discover_domains",
      "community": 125,
      "norm_label": "_discover_domains()"
    },
    {
      "label": "RaplEnergyMonitor",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/energy_rapl.py",
      "source_location": "L80",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_rapl_raplenergymonitor",
      "community": 125,
      "norm_label": "raplenergymonitor"
    },
    {
      "label": "EnergyMonitor",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_rapl_py_energymonitor",
      "community": 125,
      "norm_label": "energymonitor"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
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      "_origin": "ast",
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      "norm_label": ".__init__()"
    },
    {
      "label": ".available()",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/energy_rapl.py",
      "source_location": "L107",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_rapl_raplenergymonitor_available",
      "community": 125,
      "norm_label": ".available()"
    },
    {
      "label": ".vendor()",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/energy_rapl.py",
      "source_location": "L112",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_rapl_raplenergymonitor_vendor",
      "community": 125,
      "norm_label": ".vendor()"
    },
    {
      "label": ".energy_method()",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/energy_rapl.py",
      "source_location": "L115",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_rapl_raplenergymonitor_energy_method",
      "community": 125,
      "norm_label": ".energy_method()"
    },
    {
      "label": "._read_all()",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/energy_rapl.py",
      "source_location": "L118",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_rapl_raplenergymonitor_read_all",
      "community": 125,
      "norm_label": "._read_all()"
    },
    {
      "label": "._compute_delta()",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/energy_rapl.py",
      "source_location": "L129",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_rapl_raplenergymonitor_compute_delta",
      "community": 125,
      "norm_label": "._compute_delta()"
    },
    {
      "label": ".sample()",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/energy_rapl.py",
      "source_location": "L146",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_rapl_raplenergymonitor_sample",
      "community": 125,
      "norm_label": ".sample()"
    },
    {
      "label": "EnergySample",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_rapl_py_energysample",
      "community": 125,
      "norm_label": "energysample"
    },
    {
      "label": ".close()",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/energy_rapl.py",
      "source_location": "L192",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_rapl_raplenergymonitor_close",
      "community": 125,
      "norm_label": ".close()"
    },
    {
      "label": "CPU RAPL energy monitor \u2014 reads Intel/AMD RAPL counters from sysfs.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/telemetry/energy_rapl.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_rapl_rationale_1",
      "community": 35,
      "norm_label": "cpu rapl energy monitor \u2014 reads intel/amd rapl counters from sysfs."
    },
    {
      "label": "A single RAPL power domain (e.g., intel-rapl:0, intel-rapl:0:0).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/telemetry/energy_rapl.py",
      "source_location": "L24",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_rapl_rationale_24",
      "community": 125,
      "norm_label": "a single rapl power domain (e.g., intel-rapl:0, intel-rapl:0:0)."
    },
    {
      "label": "Read the current energy counter value in microjoules.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/telemetry/energy_rapl.py",
      "source_location": "L48",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_rapl_rationale_48",
      "community": 125,
      "norm_label": "read the current energy counter value in microjoules."
    },
    {
      "label": "Discover all RAPL domains under the sysfs powercap tree.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/telemetry/energy_rapl.py",
      "source_location": "L58",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_rapl_rationale_58",
      "community": 125,
      "norm_label": "discover all rapl domains under the sysfs powercap tree."
    },
    {
      "label": "CPU energy monitor reading Intel RAPL counters from sysfs.      No external de",
      "file_type": "rationale",
      "source_file": "src/openjarvis/telemetry/energy_rapl.py",
      "source_location": "L81",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_rapl_rationale_81",
      "community": 125,
      "norm_label": "cpu energy monitor reading intel rapl counters from sysfs.      no external de"
    },
    {
      "label": "Read (energy_uj, max_energy_uj) for all domains, keyed by name.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/telemetry/energy_rapl.py",
      "source_location": "L119",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_rapl_rationale_119",
      "community": 125,
      "norm_label": "read (energy_uj, max_energy_uj) for all domains, keyed by name."
    },
    {
      "label": "Compute energy delta in microjoules, handling wrap-around.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/telemetry/energy_rapl.py",
      "source_location": "L133",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_energy_rapl_rationale_133",
      "community": 125,
      "norm_label": "compute energy delta in microjoules, handling wrap-around."
    },
    {
      "label": "flops.py",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/flops.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_flops",
      "community": 287,
      "norm_label": "flops.py"
    },
    {
      "label": "_get_params_b()",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/flops.py",
      "source_location": "L34",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_flops_get_params_b",
      "community": 287,
      "norm_label": "_get_params_b()"
    },
    {
      "label": "estimate_flops()",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/flops.py",
      "source_location": "L45",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_flops_estimate_flops",
      "community": 287,
      "norm_label": "estimate_flops()"
    },
    {
      "label": "estimate_flops_no_kv_cache()",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/flops.py",
      "source_location": "L65",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_flops_estimate_flops_no_kv_cache",
      "community": 287,
      "norm_label": "estimate_flops_no_kv_cache()"
    },
    {
      "label": "compute_mfu()",
      "file_type": "code",
      "source_file": "src/openjarvis/telemetry/flops.py",
      "source_location": "L84",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_flops_compute_mfu",
      "community": 287,
      "norm_label": "compute_mfu()"
    },
    {
      "label": "FLOPs estimation and Model FLOPs Utilization (MFU) computation.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/telemetry/flops.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_telemetry_flops_rationale_1",
      "community": 287,
      "norm_label": "flops estimation and model flops utilization (mfu) computation."
    },
    {
      "label": "Look up model parameter count (billions).",
      "file_type": "rationale",
      "source_file": "src/openjarvis/telemetry/flops.py",
      "source_location": "L35",
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      "norm_label": ".expire_stale()"
    },
    {
      "label": ".get_permission()",
      "file_type": "code",
      "source_file": "src/openjarvis/tools/approval_store.py",
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      "_origin": "ast",
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      "norm_label": ".get_permission()"
    },
    {
      "label": ".set_permission()",
      "file_type": "code",
      "source_file": "src/openjarvis/tools/approval_store.py",
      "source_location": "L305",
      "_origin": "ast",
      "id": "src_openjarvis_tools_approval_store_approvalstore_set_permission",
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      "norm_label": ".set_permission()"
    },
    {
      "label": ".clear_permission()",
      "file_type": "code",
      "source_file": "src/openjarvis/tools/approval_store.py",
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      "_origin": "ast",
      "id": "src_openjarvis_tools_approval_store_approvalstore_clear_permission",
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      "norm_label": ".clear_permission()"
    },
    {
      "label": ".list_permissions()",
      "file_type": "code",
      "source_file": "src/openjarvis/tools/approval_store.py",
      "source_location": "L356",
      "_origin": "ast",
      "id": "src_openjarvis_tools_approval_store_approvalstore_list_permissions",
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    },
    {
      "label": ".get_seen_ids()",
      "file_type": "code",
      "source_file": "src/openjarvis/tools/approval_store.py",
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      "_origin": "ast",
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    },
    {
      "label": ".close()",
      "file_type": "code",
      "source_file": "src/openjarvis/tools/approval_store.py",
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      "id": "src_openjarvis_tools_approval_store_approvalstore_close",
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      "norm_label": ".close()"
    },
    {
      "label": "ApprovalStore \u2014 SQLite-backed store for proactive agent action approvals.  Two",
      "file_type": "rationale",
      "source_file": "src/openjarvis/tools/approval_store.py",
      "source_location": "L1",
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      "community": 113,
      "norm_label": "approvalstore \u2014 sqlite-backed store for proactive agent action approvals.  two"
    },
    {
      "label": "An action proposed by the proactive agent.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/tools/approval_store.py",
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      "_origin": "ast",
      "id": "src_openjarvis_tools_approval_store_rationale_45",
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      "norm_label": "an action proposed by the proactive agent."
    },
    {
      "label": "A remembered user decision for a permission pattern.",
      "file_type": "rationale",
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      "_origin": "ast",
      "id": "src_openjarvis_tools_approval_store_rationale_106",
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      "norm_label": "a remembered user decision for a permission pattern."
    },
    {
      "label": "SQLite store for proactive agent action approvals and permission memory.",
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      "_origin": "ast",
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      "norm_label": "sqlite store for proactive agent action approvals and permission memory."
    },
    {
      "label": "Create and persist a new pending action.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/tools/approval_store.py",
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      "norm_label": "create and persist a new pending action."
    },
    {
      "label": "Return all non-expired pending actions.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/tools/approval_store.py",
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      "_origin": "ast",
      "id": "src_openjarvis_tools_approval_store_rationale_242",
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      "norm_label": "return all non-expired pending actions."
    },
    {
      "label": "Return approved-but-not-yet-executed actions.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/tools/approval_store.py",
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      "_origin": "ast",
      "id": "src_openjarvis_tools_approval_store_rationale_254",
      "community": 113,
      "norm_label": "return approved-but-not-yet-executed actions."
    },
    {
      "label": "Mark past-TTL pending actions as expired. Returns count.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/tools/approval_store.py",
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      "_origin": "ast",
      "id": "src_openjarvis_tools_approval_store_rationale_285",
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      "norm_label": "mark past-ttl pending actions as expired. returns count."
    },
    {
      "label": "Upsert a permission rule, incrementing the relevant counter.",
      "file_type": "rationale",
      "source_file": "src/openjarvis/tools/approval_store.py",
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      "_origin": "ast",
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      "norm_label": "upsert a permission rule, incrementing the relevant counter."
    },
    {
      "label": "Return all doc_ids and message_ids previously queued (any status).          Us",
      "file_type": "rationale",
      "source_file": "src/openjarvis/tools/approval_store.py",
      "source_location": "L364",
      "_origin": "ast",
      "id": "src_openjarvis_tools_approval_store_rationale_364",
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      "norm_label": "return all doc_ids and message_ids previously queued (any status).          us"
    },
    {
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      "label": "AudioTranscribeTool",
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      "norm_label": "audiotranscribetool"
    },
    {
      "label": "BaseTool",
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      "id": "src_openjarvis_tools_audio_tool_py_basetool",
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      "norm_label": "basetool"
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      "label": ".spec()",
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      "label": "Audio transcription tool \u2014 transcribe audio via OpenAI Whisper.",
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    },
    {
      "label": "Transcribe audio files using OpenAI Whisper or a local provider.",
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      "norm_label": "transcribe audio files using openai whisper or a local provider."
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    {
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      "id": "src_openjarvis_tools_browser",
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      "norm_label": "browser.py"
    },
    {
      "label": "_BrowserSession",
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      "source_file": "src/openjarvis/tools/browser.py",
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      "norm_label": "_browsersession"
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      "label": "._ensure_browser()",
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      "_origin": "ast",
      "id": "src_openjarvis_tools_browser_browsersession_ensure_browser",
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      "norm_label": "._ensure_browser()"
    },
    {
      "label": ".page()",
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      "id": "src_openjarvis_tools_browser_browsersession_page",
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    {
      "label": "BrowserNavigateTool",
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    },
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      "source_location": "",
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    },
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      "source_location": "",
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    },
    {
      "label": "BrowserClickTool",
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      "id": "src_openjarvis_tools_browser_browserclicktool",
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      "norm_label": "browserclicktool"
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    },
    {
      "label": "BrowserTypeTool",
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      "_origin": "ast",
      "id": "src_openjarvis_tools_browser_browsertypetool",
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      "norm_label": "browsertypetool"
    },
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      "_origin": "ast",
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      "norm_label": ".spec()"
    },
    {
      "label": ".execute()",
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      "source_file": "src/openjarvis/tools/browser.py",
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      "_origin": "ast",
      "id": "src_openjarvis_tools_browser_browsertypetool_execute",
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      "norm_label": ".execute()"
    },
    {
      "label": "BrowserScreenshotTool",
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      "_origin": "ast",
      "id": "src_openjarvis_tools_browser_browserscreenshottool",
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      "norm_label": "browserscreenshottool"
    },
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      "_origin": "ast",
      "id": "src_openjarvis_tools_browser_browserscreenshottool_spec",
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      "norm_label": ".spec()"
    },
    {
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      "source_file": "src/openjarvis/tools/browser.py",
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      "_origin": "ast",
      "id": "src_openjarvis_tools_browser_browserscreenshottool_execute",
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      "norm_label": ".execute()"
    },
    {
      "label": "BrowserExtractTool",
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      "source_file": "src/openjarvis/tools/browser.py",
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      "_origin": "ast",
      "id": "src_openjarvis_tools_browser_browserextracttool",
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      "norm_label": "browserextracttool"
    },
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      "id": "src_openjarvis_tools_browser_browserextracttool_execute",
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      "norm_label": ".execute()"
    },
    {
      "label": "Browser automation tools \u2014 Playwright-based web interaction.",
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      "source_file": "src/openjarvis/tools/browser.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "src_openjarvis_tools_browser_rationale_1",
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      "norm_label": "browser automation tools \u2014 playwright-based web interaction."
    },
    {
      "label": "Manages a shared Playwright browser session (lazy init).",
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      "_origin": "ast",
      "id": "src_openjarvis_tools_browser_rationale_14",
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      "norm_label": "manages a shared playwright browser session (lazy init)."
    },
    {
      "label": "Navigate to a URL in the browser.",
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      "_origin": "ast",
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      "norm_label": "navigate to a url in the browser."
    },
    {
      "label": "Click an element on the page.",
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      "id": "src_openjarvis_tools_browser_rationale_155",
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      "norm_label": "click an element on the page."
    },
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      "label": "Type text into a form field.",
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    },
    {
      "label": "Take a screenshot of the current page.",
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      "norm_label": "take a screenshot of the current page."
    },
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      "source_location": "",
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      "label": "_CalculatorStub",
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      "norm_label": "testnativeopenhandsagent"
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      "label": ".test_code_generation_execution()",
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      "label": ".test_multi_step_code()",
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      "label": ".test_max_turns()",
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      "label": ".test_event_bus_emissions()",
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      "label": ".test_event_bus_tool_events()",
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      "label": ".test_context_passing()",
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      "label": ".test_tool_fallback()",
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      "label": ".test_no_code_interpreter_tool()",
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      "source_file": "tests/agents/test_native_openhands.py",
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      "label": ".test_no_bus_works()",
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    {
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    },
    {
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    {
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      "_origin": "ast",
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      "norm_label": ".test_url_expanded_uses_direct_path()"
    },
    {
      "label": "Tests for NativeOpenHandsAgent (formerly OpenHandsAgent).",
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      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_agents_test_native_openhands_rationale_1",
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      "norm_label": "tests for nativeopenhandsagent (formerly openhandsagent)."
    },
    {
      "label": "Stub code_interpreter tool for testing.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_openhands.py",
      "source_location": "L20",
      "_origin": "ast",
      "id": "tests_agents_test_native_openhands_rationale_20",
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      "norm_label": "stub code_interpreter tool for testing."
    },
    {
      "label": "No code -> direct answer.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_openhands.py",
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      "_origin": "ast",
      "id": "tests_agents_test_native_openhands_rationale_122",
      "community": 36,
      "norm_label": "no code -> direct answer."
    },
    {
      "label": "Turn 1: returns code block -> code_interpreter executed. Turn 2: final.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_openhands.py",
      "source_location": "L134",
      "_origin": "ast",
      "id": "tests_agents_test_native_openhands_rationale_134",
      "community": 36,
      "norm_label": "turn 1: returns code block -> code_interpreter executed. turn 2: final."
    },
    {
      "label": "Multiple code blocks across turns.",
      "file_type": "rationale",
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      "source_location": "L153",
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      "id": "tests_agents_test_native_openhands_rationale_153",
      "community": 36,
      "norm_label": "multiple code blocks across turns."
    },
    {
      "label": "Engine keeps generating code -> hits max_turns.",
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      "id": "tests_agents_test_native_openhands_rationale_172",
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      "norm_label": "engine keeps generating code -> hits max_turns."
    },
    {
      "label": "Verify AGENT_TURN_START and AGENT_TURN_END events.",
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      "norm_label": "verify agent_turn_start and agent_turn_end events."
    },
    {
      "label": "Tool execution should trigger TOOL_CALL_START/END events.",
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      "id": "tests_agents_test_native_openhands_rationale_201",
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      "norm_label": "tool execution should trigger tool_call_start/end events."
    },
    {
      "label": "Pass AgentContext with conversation history.",
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      "id": "tests_agents_test_native_openhands_rationale_221",
      "community": 26,
      "norm_label": "pass agentcontext with conversation history."
    },
    {
      "label": "Non-code tool use via Action: syntax.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_openhands.py",
      "source_location": "L240",
      "_origin": "ast",
      "id": "tests_agents_test_native_openhands_rationale_240",
      "community": 36,
      "norm_label": "non-code tool use via action: syntax."
    },
    {
      "label": "Agent has code but no code_interpreter -> tool not found.",
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      "source_file": "tests/agents/test_native_openhands.py",
      "source_location": "L260",
      "_origin": "ast",
      "id": "tests_agents_test_native_openhands_rationale_260",
      "community": 36,
      "norm_label": "agent has code but no code_interpreter -> tool not found."
    },
    {
      "label": "Agent runs correctly without an event bus.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_openhands.py",
      "source_location": "L276",
      "_origin": "ast",
      "id": "tests_agents_test_native_openhands_rationale_276",
      "community": 36,
      "norm_label": "agent runs correctly without an event bus."
    },
    {
      "label": "System prompt should list available tool names.",
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      "source_file": "tests/agents/test_native_openhands.py",
      "source_location": "L285",
      "_origin": "ast",
      "id": "tests_agents_test_native_openhands_rationale_285",
      "community": 36,
      "norm_label": "system prompt should list available tool names."
    },
    {
      "label": "System prompt has enriched descriptions with param schemas.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_openhands.py",
      "source_location": "L302",
      "_origin": "ast",
      "id": "tests_agents_test_native_openhands_rationale_302",
      "community": 36,
      "norm_label": "system prompt has enriched descriptions with param schemas."
    },
    {
      "label": "When max turns exceeded, last content should be preserved.",
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      "source_file": "tests/agents/test_native_openhands.py",
      "source_location": "L321",
      "_origin": "ast",
      "id": "tests_agents_test_native_openhands_rationale_321",
      "community": 36,
      "norm_label": "when max turns exceeded, last content should be preserved."
    },
    {
      "label": "Code output is sent back to the engine as observation.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_openhands.py",
      "source_location": "L339",
      "_origin": "ast",
      "id": "tests_agents_test_native_openhands_rationale_339",
      "community": 36,
      "norm_label": "code output is sent back to the engine as observation."
    },
    {
      "label": "AGENT_TURN_START event data should include agent id and input.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_openhands.py",
      "source_location": "L359",
      "_origin": "ast",
      "id": "tests_agents_test_native_openhands_rationale_359",
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      "norm_label": "agent_turn_start event data should include agent id and input."
    },
    {
      "label": "Agent handles empty input.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_openhands.py",
      "source_location": "L374",
      "_origin": "ast",
      "id": "tests_agents_test_native_openhands_rationale_374",
      "community": 36,
      "norm_label": "agent handles empty input."
    },
    {
      "label": "Engine errors propagate so the eval runner records a real failure.          Up",
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      "source_file": "tests/agents/test_native_openhands.py",
      "source_location": "L383",
      "_origin": "ast",
      "id": "tests_agents_test_native_openhands_rationale_383",
      "community": 36,
      "norm_label": "engine errors propagate so the eval runner records a real failure.          up"
    },
    {
      "label": "Agent parses XML-style tool calls.",
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      "source_file": "tests/agents/test_native_openhands.py",
      "source_location": "L400",
      "_origin": "ast",
      "id": "tests_agents_test_native_openhands_rationale_400",
      "community": 36,
      "norm_label": "agent parses xml-style tool calls."
    },
    {
      "label": "Long tool results are truncated in observations.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_openhands.py",
      "source_location": "L418",
      "_origin": "ast",
      "id": "tests_agents_test_native_openhands_rationale_418",
      "community": 36,
      "norm_label": "long tool results are truncated in observations."
    },
    {
      "label": "Messages under limit are not modified.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_openhands.py",
      "source_location": "L455",
      "_origin": "ast",
      "id": "tests_agents_test_native_openhands_rationale_455",
      "community": 36,
      "norm_label": "messages under limit are not modified."
    },
    {
      "label": "Messages over limit get the last user message truncated.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_openhands.py",
      "source_location": "L467",
      "_origin": "ast",
      "id": "tests_agents_test_native_openhands_rationale_467",
      "community": 36,
      "norm_label": "messages over limit get the last user message truncated."
    },
    {
      "label": "Truncation only modifies user message, not system prompt.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_openhands.py",
      "source_location": "L480",
      "_origin": "ast",
      "id": "tests_agents_test_native_openhands_rationale_480",
      "community": 36,
      "norm_label": "truncation only modifies user message, not system prompt."
    },
    {
      "label": "When URL is expanded, agent bypasses tool loop.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_openhands.py",
      "source_location": "L534",
      "_origin": "ast",
      "id": "tests_agents_test_native_openhands_rationale_534",
      "community": 36,
      "norm_label": "when url is expanded, agent bypasses tool loop."
    },
    {
      "label": "test_native_react.py",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_agents_test_native_react",
      "community": 39,
      "norm_label": "test_native_react.py"
    },
    {
      "label": "_CalculatorStub",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_calculatorstub",
      "community": 39,
      "norm_label": "_calculatorstub"
    },
    {
      "label": "BaseTool",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_py_basetool",
      "community": 39,
      "norm_label": "basetool"
    },
    {
      "label": ".spec()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L25",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_calculatorstub_spec",
      "community": 39,
      "norm_label": ".spec()"
    },
    {
      "label": "ToolSpec",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_py_toolspec",
      "community": 39,
      "norm_label": "toolspec"
    },
    {
      "label": ".execute()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L36",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_calculatorstub_execute",
      "community": 39,
      "norm_label": ".execute()"
    },
    {
      "label": "ToolResult",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_py_toolresult",
      "community": 39,
      "norm_label": "toolresult"
    },
    {
      "label": "_ThinkStub",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L45",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_thinkstub",
      "community": 39,
      "norm_label": "_thinkstub"
    },
    {
      "label": ".spec()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L49",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_thinkstub_spec",
      "community": 39,
      "norm_label": ".spec()"
    },
    {
      "label": ".execute()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L59",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_thinkstub_execute",
      "community": 39,
      "norm_label": ".execute()"
    },
    {
      "label": "_engine_response()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L67",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_engine_response",
      "community": 39,
      "norm_label": "_engine_response()"
    },
    {
      "label": "TestNativeReActRegistration",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L84",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactregistration",
      "community": 39,
      "norm_label": "testnativereactregistration"
    },
    {
      "label": ".test_registration()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L85",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactregistration_test_registration",
      "community": 39,
      "norm_label": ".test_registration()"
    },
    {
      "label": ".test_agent_id()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L89",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactregistration_test_agent_id",
      "community": 39,
      "norm_label": ".test_agent_id()"
    },
    {
      "label": ".test_accepts_tools()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L95",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactregistration_test_accepts_tools",
      "community": 39,
      "norm_label": ".test_accepts_tools()"
    },
    {
      "label": "TestNativeReActParsing",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L104",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactparsing",
      "community": 39,
      "norm_label": "testnativereactparsing"
    },
    {
      "label": "._parser()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L105",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactparsing_parser",
      "community": 39,
      "norm_label": "._parser()"
    },
    {
      "label": ".test_parse_thought_action()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L111",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactparsing_test_parse_thought_action",
      "community": 39,
      "norm_label": ".test_parse_thought_action()"
    },
    {
      "label": ".test_parse_final_answer()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L124",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactparsing_test_parse_final_answer",
      "community": 39,
      "norm_label": ".test_parse_final_answer()"
    },
    {
      "label": ".test_parse_no_structure()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L132",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactparsing_test_parse_no_structure",
      "community": 39,
      "norm_label": ".test_parse_no_structure()"
    },
    {
      "label": ".test_parse_multiline_thought()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L140",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactparsing_test_parse_multiline_thought",
      "community": 39,
      "norm_label": ".test_parse_multiline_thought()"
    },
    {
      "label": ".test_parse_action_without_input()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L150",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactparsing_test_parse_action_without_input",
      "community": 39,
      "norm_label": ".test_parse_action_without_input()"
    },
    {
      "label": ".test_parse_case_insensitive_thought_action()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L157",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactparsing_test_parse_case_insensitive_thought_action",
      "community": 39,
      "norm_label": ".test_parse_case_insensitive_thought_action()"
    },
    {
      "label": ".test_parse_case_insensitive_final_answer()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L169",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactparsing_test_parse_case_insensitive_final_answer",
      "community": 39,
      "norm_label": ".test_parse_case_insensitive_final_answer()"
    },
    {
      "label": "TestNativeReActAgent",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L181",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactagent",
      "community": 39,
      "norm_label": "testnativereactagent"
    },
    {
      "label": ".test_simple_no_tool_response()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L182",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactagent_test_simple_no_tool_response",
      "community": 39,
      "norm_label": ".test_simple_no_tool_response()"
    },
    {
      "label": ".test_thought_action_observation()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L196",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactagent_test_thought_action_observation",
      "community": 39,
      "norm_label": ".test_thought_action_observation()"
    },
    {
      "label": ".test_calculator_tool_use()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L222",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactagent_test_calculator_tool_use",
      "community": 39,
      "norm_label": ".test_calculator_tool_use()"
    },
    {
      "label": ".test_multi_tool_turns()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L238",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactagent_test_multi_tool_turns",
      "community": 39,
      "norm_label": ".test_multi_tool_turns()"
    },
    {
      "label": ".test_max_turns_exceeded()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L267",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactagent_test_max_turns_exceeded",
      "community": 39,
      "norm_label": ".test_max_turns_exceeded()"
    },
    {
      "label": ".test_unknown_tool_error()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L286",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactagent_test_unknown_tool_error",
      "community": 39,
      "norm_label": ".test_unknown_tool_error()"
    },
    {
      "label": ".test_event_bus_emissions()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L304",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactagent_test_event_bus_emissions",
      "community": 39,
      "norm_label": ".test_event_bus_emissions()"
    },
    {
      "label": ".test_event_bus_tool_events()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L318",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactagent_test_event_bus_tool_events",
      "community": 39,
      "norm_label": ".test_event_bus_tool_events()"
    },
    {
      "label": ".test_context_passing()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L341",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactagent_test_context_passing",
      "community": 39,
      "norm_label": ".test_context_passing()"
    },
    {
      "label": ".test_with_think_tool()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L364",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactagent_test_with_think_tool",
      "community": 39,
      "norm_label": ".test_with_think_tool()"
    },
    {
      "label": ".test_no_bus_works()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L381",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactagent_test_no_bus_works",
      "community": 39,
      "norm_label": ".test_no_bus_works()"
    },
    {
      "label": ".test_plain_response_no_structure()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L392",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactagent_test_plain_response_no_structure",
      "community": 39,
      "norm_label": ".test_plain_response_no_structure()"
    },
    {
      "label": ".test_observation_appended_to_messages()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L402",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactagent_test_observation_appended_to_messages",
      "community": 39,
      "norm_label": ".test_observation_appended_to_messages()"
    },
    {
      "label": ".test_system_prompt_includes_tool_names()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L424",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactagent_test_system_prompt_includes_tool_names",
      "community": 39,
      "norm_label": ".test_system_prompt_includes_tool_names()"
    },
    {
      "label": ".test_system_prompt_no_tools()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L443",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactagent_test_system_prompt_no_tools",
      "community": 39,
      "norm_label": ".test_system_prompt_no_tools()"
    },
    {
      "label": ".test_max_turns_1()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L456",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactagent_test_max_turns_1",
      "community": 39,
      "norm_label": ".test_max_turns_1()"
    },
    {
      "label": ".test_event_data_agent_turn_start()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L473",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactagent_test_event_data_agent_turn_start",
      "community": 39,
      "norm_label": ".test_event_data_agent_turn_start()"
    },
    {
      "label": ".test_system_prompt_enriched_descriptions()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L490",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactagent_test_system_prompt_enriched_descriptions",
      "community": 39,
      "norm_label": ".test_system_prompt_enriched_descriptions()"
    },
    {
      "label": ".test_case_insensitive_execution()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L513",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_testnativereactagent_test_case_insensitive_execution",
      "community": 39,
      "norm_label": ".test_case_insensitive_execution()"
    },
    {
      "label": "test_native_react_with_different_models()",
      "file_type": "code",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L536",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_test_native_react_with_different_models",
      "community": 39,
      "norm_label": "test_native_react_with_different_models()"
    },
    {
      "label": "Tests for NativeReActAgent (formerly ReActAgent).",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_rationale_1",
      "community": 39,
      "norm_label": "tests for nativereactagent (formerly reactagent)."
    },
    {
      "label": "Helper to build an engine response dict.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L68",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_rationale_68",
      "community": 39,
      "norm_label": "helper to build an engine response dict."
    },
    {
      "label": "Engine returns Final Answer on first call.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L183",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_rationale_183",
      "community": 39,
      "norm_label": "engine returns final answer on first call."
    },
    {
      "label": "Turn 1: action, Turn 2: final answer.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L197",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_rationale_197",
      "community": 39,
      "norm_label": "turn 1: action, turn 2: final answer."
    },
    {
      "label": "Verify calculator tool execution produces correct result.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L223",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_rationale_223",
      "community": 39,
      "norm_label": "verify calculator tool execution produces correct result."
    },
    {
      "label": "Three tool calls before final answer.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L239",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_rationale_239",
      "community": 39,
      "norm_label": "three tool calls before final answer."
    },
    {
      "label": "Engine always returns actions -- hits max_turns.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L268",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_rationale_268",
      "community": 39,
      "norm_label": "engine always returns actions -- hits max_turns."
    },
    {
      "label": "Action references nonexistent tool -- ToolResult with success=False.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L287",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_rationale_287",
      "community": 39,
      "norm_label": "action references nonexistent tool -- toolresult with success=false."
    },
    {
      "label": "Verify AGENT_TURN_START and AGENT_TURN_END events.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L305",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_rationale_305",
      "community": 39,
      "norm_label": "verify agent_turn_start and agent_turn_end events."
    },
    {
      "label": "Tool call should trigger TOOL_CALL_START and TOOL_CALL_END events.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L319",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_rationale_319",
      "community": 39,
      "norm_label": "tool call should trigger tool_call_start and tool_call_end events."
    },
    {
      "label": "Pass AgentContext with conversation history.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L342",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_rationale_342",
      "community": 39,
      "norm_label": "pass agentcontext with conversation history."
    },
    {
      "label": "Use think tool for internal reasoning.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L365",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_rationale_365",
      "community": 39,
      "norm_label": "use think tool for internal reasoning."
    },
    {
      "label": "Agent runs correctly without an event bus.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L382",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_rationale_382",
      "community": 39,
      "norm_label": "agent runs correctly without an event bus."
    },
    {
      "label": "If engine returns no ReAct structure, treat as final answer.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L393",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_rationale_393",
      "community": 39,
      "norm_label": "if engine returns no react structure, treat as final answer."
    },
    {
      "label": "Observation from tool result is sent back to the engine.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L403",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_rationale_403",
      "community": 39,
      "norm_label": "observation from tool result is sent back to the engine."
    },
    {
      "label": "System prompt should list available tool names.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_native_react.py",
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      "_origin": "ast",
      "id": "tests_agents_test_native_react_rationale_425",
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      "norm_label": "system prompt should list available tool names."
    },
    {
      "label": "System prompt should say 'No tools available.' when no tools.",
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      "source_location": "L444",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_rationale_444",
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      "norm_label": "system prompt should say 'no tools available.' when no tools."
    },
    {
      "label": "With max_turns=1 and an action, should stop after 1 turn.",
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      "source_file": "tests/agents/test_native_react.py",
      "source_location": "L457",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_rationale_457",
      "community": 39,
      "norm_label": "with max_turns=1 and an action, should stop after 1 turn."
    },
    {
      "label": "AGENT_TURN_START event data should include agent id and input.",
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      "source_location": "L474",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_rationale_474",
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      "norm_label": "agent_turn_start event data should include agent id and input."
    },
    {
      "label": "System prompt should include parameter schemas, not just names.",
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      "_origin": "ast",
      "id": "tests_agents_test_native_react_rationale_491",
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      "norm_label": "system prompt should include parameter schemas, not just names."
    },
    {
      "label": "Agent handles lowercase action/thought/final answer from the LLM.",
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      "source_location": "L514",
      "_origin": "ast",
      "id": "tests_agents_test_native_react_rationale_514",
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      "norm_label": "agent handles lowercase action/thought/final answer from the llm."
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      "label": "NativeReActAgent works with different model names.",
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      "_origin": "ast",
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      "norm_label": "nativereactagent works with different model names."
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      "norm_label": "test_opencode_agent.py"
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      "_origin": "ast",
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      "norm_label": ".test_extract_text_joins_text_parts()"
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      "label": ".test_extract_text_ignores_non_text()",
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      "source_location": "L43",
      "_origin": "ast",
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      "label": ".test_extract_tool_results_success()",
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      "norm_label": "testderivebaseurl"
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      "_origin": "ast",
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      "label": "TestAvailability",
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      "id": "tests_agents_test_opencode_agent_testavailability_test_false",
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      "label": "TestConfigBuilding",
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      "norm_label": "testconfigbuilding"
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      "_origin": "ast",
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      "label": "TestOpenHandsAgentImportError",
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      "norm_label": "testopenhandsagentimporterror"
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      "norm_label": "tests for openhandsagent (real openhands-sdk wrapper)."
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      "norm_label": "real openhandsagent doesn't use toolusingagent base."
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      "norm_label": "running without openhands-sdk installed raises importerror."
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      "source_location": "L22",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_calculatorstub_spec",
      "community": 30,
      "norm_label": ".spec()"
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      "label": "ToolSpec",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_py_toolspec",
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      "norm_label": "toolspec"
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    {
      "label": ".execute()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
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      "_origin": "ast",
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      "norm_label": ".execute()"
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      "label": "ToolResult",
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      "source_location": "",
      "_origin": "ast",
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      "norm_label": "toolresult"
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    {
      "label": "_ThinkStub",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
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      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_thinkstub",
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      "norm_label": "_thinkstub"
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    {
      "label": ".spec()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L46",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_thinkstub_spec",
      "community": 30,
      "norm_label": ".spec()"
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    {
      "label": ".execute()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L56",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_thinkstub_execute",
      "community": 30,
      "norm_label": ".execute()"
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    {
      "label": "_make_engine_no_tools()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L64",
      "_origin": "ast",
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      "norm_label": "_make_engine_no_tools()"
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    {
      "label": "_make_engine_with_tool_call()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L77",
      "_origin": "ast",
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      "norm_label": "_make_engine_with_tool_call()"
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    {
      "label": "_make_engine_multi_tool()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
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      "norm_label": "_make_engine_multi_tool()"
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    {
      "label": "TestOrchestratorAgent",
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      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L146",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratoragent",
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      "norm_label": "testorchestratoragent"
    },
    {
      "label": ".test_agent_id()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L147",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratoragent_test_agent_id",
      "community": 30,
      "norm_label": ".test_agent_id()"
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      "label": ".test_no_tools_single_turn()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L152",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratoragent_test_no_tools_single_turn",
      "community": 30,
      "norm_label": ".test_no_tools_single_turn()"
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    {
      "label": ".test_single_tool_call()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L160",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratoragent_test_single_tool_call",
      "community": 30,
      "norm_label": ".test_single_tool_call()"
    },
    {
      "label": ".test_multiple_tool_calls_same_turn()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L174",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratoragent_test_multiple_tool_calls_same_turn",
      "community": 30,
      "norm_label": ".test_multiple_tool_calls_same_turn()"
    },
    {
      "label": ".test_with_context_conversation()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L186",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratoragent_test_with_context_conversation",
      "community": 30,
      "norm_label": ".test_with_context_conversation()"
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    {
      "label": ".test_tools_passed_to_engine()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L198",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratoragent_test_tools_passed_to_engine",
      "community": 30,
      "norm_label": ".test_tools_passed_to_engine()"
    },
    {
      "label": ".test_no_tools_no_tools_kwarg()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L210",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratoragent_test_no_tools_no_tools_kwarg",
      "community": 30,
      "norm_label": ".test_no_tools_no_tools_kwarg()"
    },
    {
      "label": ".test_max_turns_exceeded()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L217",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratoragent_test_max_turns_exceeded",
      "community": 30,
      "norm_label": ".test_max_turns_exceeded()"
    },
    {
      "label": ".test_unknown_tool_in_response()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L240",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratoragent_test_unknown_tool_in_response",
      "community": 30,
      "norm_label": ".test_unknown_tool_in_response()"
    },
    {
      "label": ".test_temperature_passthrough()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L256",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratoragent_test_temperature_passthrough",
      "community": 30,
      "norm_label": ".test_temperature_passthrough()"
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    {
      "label": ".test_max_tokens_passthrough()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L263",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratoragent_test_max_tokens_passthrough",
      "community": 30,
      "norm_label": ".test_max_tokens_passthrough()"
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    {
      "label": ".test_event_bus_agent_events()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L270",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratoragent_test_event_bus_agent_events",
      "community": 30,
      "norm_label": ".test_event_bus_agent_events()"
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    {
      "label": ".test_event_bus_inference_events()",
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      "source_location": "L279",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratoragent_test_event_bus_inference_events",
      "community": 30,
      "norm_label": ".test_event_bus_inference_events()"
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    {
      "label": ".test_event_bus_tool_events()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L290",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratoragent_test_event_bus_tool_events",
      "community": 30,
      "norm_label": ".test_event_bus_tool_events()"
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      "label": ".test_messages_accumulate()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L304",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratoragent_test_messages_accumulate",
      "community": 30,
      "norm_label": ".test_messages_accumulate()"
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      "label": ".test_tool_message_has_tool_call_id()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L320",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratoragent_test_tool_message_has_tool_call_id",
      "community": 30,
      "norm_label": ".test_tool_message_has_tool_call_id()"
    },
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      "label": ".test_no_bus_works()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L334",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratoragent_test_no_bus_works",
      "community": 30,
      "norm_label": ".test_no_bus_works()"
    },
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      "label": ".test_empty_tools_list()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L344",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratoragent_test_empty_tools_list",
      "community": 30,
      "norm_label": ".test_empty_tools_list()"
    },
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      "label": ".test_three_turn_conversation()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L350",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratoragent_test_three_turn_conversation",
      "community": 30,
      "norm_label": ".test_three_turn_conversation()"
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      "label": ".test_tool_result_latency_tracked()",
      "file_type": "code",
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      "source_location": "L411",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratoragent_test_tool_result_latency_tracked",
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      "norm_label": ".test_tool_result_latency_tracked()"
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      "label": ".test_max_turns_1()",
      "file_type": "code",
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      "source_location": "L421",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratoragent_test_max_turns_1",
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      "norm_label": ".test_max_turns_1()"
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      "label": ".test_agent_turn_end_data_no_tools()",
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      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L444",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratoragent_test_agent_turn_end_data_no_tools",
      "community": 30,
      "norm_label": ".test_agent_turn_end_data_no_tools()"
    },
    {
      "label": ".test_result_content_on_max_turns()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
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      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratoragent_test_result_content_on_max_turns",
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      "label": "TestOrchestratorStructuredMode",
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      "source_location": "L476",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratorstructuredmode",
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      "label": ".test_structured_mode_final_answer()",
      "file_type": "code",
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      "source_location": "L479",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratorstructuredmode_test_structured_mode_final_answer",
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      "norm_label": ".test_structured_mode_final_answer()"
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      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L499",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratorstructuredmode_test_structured_mode_tool_call",
      "community": 30,
      "norm_label": ".test_structured_mode_tool_call()"
    },
    {
      "label": ".test_structured_mode_enriched_descriptions()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L542",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratorstructuredmode_test_structured_mode_enriched_descriptions",
      "community": 30,
      "norm_label": ".test_structured_mode_enriched_descriptions()"
    },
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      "label": "TestOrchestratorParallelTools",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L566",
      "_origin": "ast",
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      "norm_label": "testorchestratorparalleltools"
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      "label": ".test_parallel_tool_execution()",
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      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L569",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratorparalleltools_test_parallel_tool_execution",
      "community": 30,
      "norm_label": ".test_parallel_tool_execution()"
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      "label": ".test_sequential_tool_execution()",
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      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L644",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratorparalleltools_test_sequential_tool_execution",
      "community": 30,
      "norm_label": ".test_sequential_tool_execution()"
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    {
      "label": ".test_single_tool_call_no_parallel()",
      "file_type": "code",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L657",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_testorchestratorparalleltools_test_single_tool_call_no_parallel",
      "community": 30,
      "norm_label": ".test_single_tool_call_no_parallel()"
    },
    {
      "label": "Tests for the OrchestratorAgent.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_rationale_1",
      "community": 30,
      "norm_label": "tests for the orchestratoragent."
    },
    {
      "label": "Engine that never returns tool calls.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L65",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_rationale_65",
      "community": 30,
      "norm_label": "engine that never returns tool calls."
    },
    {
      "label": "Engine that returns one tool call then a final answer.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L83",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_rationale_83",
      "community": 30,
      "norm_label": "engine that returns one tool call then a final answer."
    },
    {
      "label": "Engine that calls multiple tools in one turn.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L109",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_rationale_109",
      "community": 30,
      "norm_label": "engine that calls multiple tools in one turn."
    },
    {
      "label": "When the engine keeps returning tool calls, stop after max_turns.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L218",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_rationale_218",
      "community": 30,
      "norm_label": "when the engine keeps returning tool calls, stop after max_turns."
    },
    {
      "label": "INFERENCE_START/END are now published by InstrumentedEngine,         not by age",
      "file_type": "rationale",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L280",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_rationale_280",
      "community": 30,
      "norm_label": "inference_start/end are now published by instrumentedengine,         not by age"
    },
    {
      "label": "After tool call, messages include assistant + tool messages.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L305",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_rationale_305",
      "community": 30,
      "norm_label": "after tool call, messages include assistant + tool messages."
    },
    {
      "label": "Engine calls a tool twice before answering.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L351",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_rationale_351",
      "community": 30,
      "norm_label": "engine calls a tool twice before answering."
    },
    {
      "label": "With max_turns=1 and a tool call, should stop after 1 turn.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L422",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_rationale_422",
      "community": 30,
      "norm_label": "with max_turns=1 and a tool call, should stop after 1 turn."
    },
    {
      "label": "Tests for the structured (THOUGHT/TOOL/INPUT/FINAL_ANSWER) mode.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L477",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_rationale_477",
      "community": 30,
      "norm_label": "tests for the structured (thought/tool/input/final_answer) mode."
    },
    {
      "label": "Structured mode should parse FINAL_ANSWER: correctly.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L480",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_rationale_480",
      "community": 30,
      "norm_label": "structured mode should parse final_answer: correctly."
    },
    {
      "label": "Parse TOOL:/INPUT:, execute tool, return final answer.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L500",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_rationale_500",
      "community": 30,
      "norm_label": "parse tool:/input:, execute tool, return final answer."
    },
    {
      "label": "Structured mode system prompt should contain enriched tool descriptions.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L543",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_rationale_543",
      "community": 30,
      "norm_label": "structured mode system prompt should contain enriched tool descriptions."
    },
    {
      "label": "Tests for parallel tool execution.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L567",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_rationale_567",
      "community": 30,
      "norm_label": "tests for parallel tool execution."
    },
    {
      "label": "Multiple tool calls execute in parallel and return in correct order.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L570",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_rationale_570",
      "community": 30,
      "norm_label": "multiple tool calls execute in parallel and return in correct order."
    },
    {
      "label": "parallel_tools=False runs tools sequentially.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L645",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_rationale_645",
      "community": 30,
      "norm_label": "parallel_tools=false runs tools sequentially."
    },
    {
      "label": "Single tool call should not use parallel path even if parallel_tools=True.",
      "file_type": "rationale",
      "source_file": "tests/agents/test_orchestrator.py",
      "source_location": "L658",
      "_origin": "ast",
      "id": "tests_agents_test_orchestrator_rationale_658",
      "community": 30,
      "norm_label": "single tool call should not use parallel path even if parallel_tools=true."
    },
    {
      "label": "test_persona_persistent.py",
      "file_type": "code",
      "source_file": "tests/agents/test_persona_persistent.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_agents_test_persona_persistent",
      "community": 599,
      "norm_label": "test_persona_persistent.py"
    },
    {
      "label": "_builder_with_soul()",
      "file_type": "code",
      "source_file": "tests/agents/test_persona_persistent.py",
      "source_location": "L16",
      "_origin": "ast",
      "id": "tests_agents_test_persona_persistent_builder_with_soul",
      "community": 599,
      "norm_label": "_builder_with_soul()"
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    },
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      "file_type": "code",
      "source_file": "tests/channels/test_telegram.py",
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    {
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      "file_type": "rationale",
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      "source_location": "L1",
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      "id": "tests_channels_test_telegram_rationale_1",
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      "norm_label": "tests for the telegramchannel adapter."
    },
    {
      "label": "Re-register after any registry clear.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_telegram.py",
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      "id": "tests_channels_test_telegram_rationale_19",
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      "norm_label": "re-register after any registry clear."
    },
    {
      "label": "Tests for the allowed_chat_ids enforcement in _poll_loop.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_telegram.py",
      "source_location": "L117",
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      "norm_label": "tests for the allowed_chat_ids enforcement in _poll_loop."
    },
    {
      "label": "Build a minimal fake python-telegram-bot Update object.",
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      "source_file": "tests/channels/test_telegram.py",
      "source_location": "L120",
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      "id": "tests_channels_test_telegram_rationale_120",
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      "norm_label": "build a minimal fake python-telegram-bot update object."
    },
    {
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      "norm_label": "simulate _poll_loop dispatching a message without starting a thread."
    },
    {
      "label": "When allowed_chat_ids is empty every chat is dispatched.",
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      "source_location": "L153",
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      "id": "tests_channels_test_telegram_rationale_153",
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      "norm_label": "when allowed_chat_ids is empty every chat is dispatched."
    },
    {
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      "source_location": "L162",
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      "id": "tests_channels_test_telegram_rationale_162",
      "community": 97,
      "norm_label": "a chat id present in the allow-list is dispatched to handlers."
    },
    {
      "label": "A chat ID not in the allow-list is silently dropped (not dispatched).",
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      "source_file": "tests/channels/test_telegram.py",
      "source_location": "L171",
      "_origin": "ast",
      "id": "tests_channels_test_telegram_rationale_171",
      "community": 97,
      "norm_label": "a chat id not in the allow-list is silently dropped (not dispatched)."
    },
    {
      "label": "Spaces around IDs in the allow-list are handled gracefully.",
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      "source_file": "tests/channels/test_telegram.py",
      "source_location": "L180",
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      "id": "tests_channels_test_telegram_rationale_180",
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      "norm_label": "spaces around ids in the allow-list are handled gracefully."
    },
    {
      "label": "Tests for the channel \u2192 agent handler wired in serve.py.",
      "file_type": "rationale",
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      "source_location": "L190",
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      "id": "tests_channels_test_telegram_rationale_190",
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    },
    {
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      "source_location": "L193",
      "_origin": "ast",
      "id": "tests_channels_test_telegram_rationale_193",
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    },
    {
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      "source_location": "L215",
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      "id": "tests_channels_test_telegram_rationale_215",
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    },
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      "source_location": "L134",
      "_origin": "ast",
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      "norm_label": "teststatus"
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      "file_type": "code",
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      "source_location": "L135",
      "_origin": "ast",
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    },
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      "source_location": "L142",
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      "norm_label": "testdisconnect"
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      "source_file": "tests/channels/test_tier1_gmail.py",
      "source_location": "L143",
      "_origin": "ast",
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      "norm_label": ".test_disconnect()"
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      "source_location": "L152",
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      "community": 149,
      "norm_label": "testenvvarfallback"
    },
    {
      "label": ".test_credentials_path_env_var()",
      "file_type": "code",
      "source_file": "tests/channels/test_tier1_gmail.py",
      "source_location": "L153",
      "_origin": "ast",
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    {
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      "_origin": "ast",
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      "norm_label": ".test_token_path_env_var()"
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    {
      "label": ".test_constructor_overrides_env()",
      "file_type": "code",
      "source_file": "tests/channels/test_tier1_gmail.py",
      "source_location": "L163",
      "_origin": "ast",
      "id": "tests_channels_test_tier1_gmail_testenvvarfallback_test_constructor_overrides_env",
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    },
    {
      "label": "TestLive",
      "file_type": "code",
      "source_file": "tests/channels/test_tier1_gmail.py",
      "source_location": "L170",
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      "id": "tests_channels_test_tier1_gmail_testlive",
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      "norm_label": "testlive"
    },
    {
      "label": ".test_gmail_send_live()",
      "file_type": "code",
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      "norm_label": ".test_gmail_send_live()"
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    {
      "label": "Tests for the GmailChannel adapter.",
      "file_type": "rationale",
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      "source_location": "L1",
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      "id": "tests_channels_test_tier1_gmail_rationale_1",
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      "norm_label": "tests for the gmailchannel adapter."
    },
    {
      "label": "Re-register after any registry clear.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_tier1_gmail.py",
      "source_location": "L20",
      "_origin": "ast",
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      "norm_label": "re-register after any registry clear."
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      "label": "test_twilio_sms.py",
      "file_type": "code",
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      "source_location": "L1",
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    {
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    {
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      "id": "tests_channels_test_twitter_bot_e2e_testreplyconversationid_test_send_passes_conversation_id_as_reply",
      "community": 47,
      "norm_label": ".test_send_passes_conversation_id_as_reply()"
    },
    {
      "label": "TestGitHubIssueCreation",
      "file_type": "code",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L764",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_testgithubissuecreation",
      "community": 109,
      "norm_label": "testgithubissuecreation"
    },
    {
      "label": ".test_create_bug_issue()",
      "file_type": "code",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L767",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_testgithubissuecreation_test_create_bug_issue",
      "community": 109,
      "norm_label": ".test_create_bug_issue()"
    },
    {
      "label": ".test_create_feature_issue()",
      "file_type": "code",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L825",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_testgithubissuecreation_test_create_feature_issue",
      "community": 109,
      "norm_label": ".test_create_feature_issue()"
    },
    {
      "label": "End-to-end tests for the Twitter bot mention handler.  Tests cover: - Tweet c",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_1",
      "community": 8,
      "norm_label": "end-to-end tests for the twitter bot mention handler.  tests cover: - tweet c"
    },
    {
      "label": "`_classify_mention_llm` \u2014 validate parsing + label whitelist.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L54",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_54",
      "community": 47,
      "norm_label": "`_classify_mention_llm` \u2014 validate parsing + label whitelist."
    },
    {
      "label": "`_classify_mention` \u2014 LLM only, safe QUESTION default on any miss.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L90",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_90",
      "community": 586,
      "norm_label": "`_classify_mention` \u2014 llm only, safe question default on any miss."
    },
    {
      "label": "OTHER was removed from the label set \u2014 if the model still         emits it (old",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L108",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_108",
      "community": 586,
      "norm_label": "other was removed from the label set \u2014 if the model still         emits it (old"
    },
    {
      "label": "Transient model failures must not stop the bot \u2014 default to         QUESTION so",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L117",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_117",
      "community": 586,
      "norm_label": "transient model failures must not stop the bot \u2014 default to         question so"
    },
    {
      "label": "Mixed-signal spam (\"love OpenJarvis, buy my crypto\") \u2014 the         model catche",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L134",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_134",
      "community": 586,
      "norm_label": "mixed-signal spam (\"love openjarvis, buy my crypto\") \u2014 the         model catche"
    },
    {
      "label": "`_detect_injection` \u2014 SAFE/MALICIOUS gate before classification.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L151",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_151",
      "community": 47,
      "norm_label": "`_detect_injection` \u2014 safe/malicious gate before classification."
    },
    {
      "label": "Model crashes must not create a stealth DoS \u2014 a flaky         detector defaults",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L178",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_178",
      "community": 47,
      "norm_label": "model crashes must not create a stealth dos \u2014 a flaky         detector defaults"
    },
    {
      "label": "`_load_persisted_since_id` / `_save_persisted_since_id`.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L186",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_186",
      "community": 754,
      "norm_label": "`_load_persisted_since_id` / `_save_persisted_since_id`."
    },
    {
      "label": "Out-of-order mentions (retweets/quotes with smaller ids) must         not regre",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L195",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_195",
      "community": 754,
      "norm_label": "out-of-order mentions (retweets/quotes with smaller ids) must         not regre"
    },
    {
      "label": "Disk full / permission errors must not kill the bot loop.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L218",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_218",
      "community": 754,
      "norm_label": "disk full / permission errors must not kill the bot loop."
    },
    {
      "label": "`_log_injection_attempt` \u2014 JSONL append-only.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L227",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_227",
      "community": 47,
      "norm_label": "`_log_injection_attempt` \u2014 jsonl append-only."
    },
    {
      "label": "Logging failures must not break the bot loop.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L249",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_249",
      "community": 47,
      "norm_label": "logging failures must not break the bot loop."
    },
    {
      "label": "Verify prompt builders produce well-formed prompts with the right info.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L265",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_265",
      "community": 469,
      "norm_label": "verify prompt builders produce well-formed prompts with the right info."
    },
    {
      "label": "Deferral prompt (used when retrieval is empty/weak).",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L268",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_268",
      "community": 469,
      "norm_label": "deferral prompt (used when retrieval is empty/weak)."
    },
    {
      "label": "Grounded prompt (used when retrieval score >= threshold).",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L278",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_278",
      "community": 469,
      "norm_label": "grounded prompt (used when retrieval score >= threshold)."
    },
    {
      "label": "Every prompt should include the voice rules (280 chars, lowercase, etc.).",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L315",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_315",
      "community": 469,
      "norm_label": "every prompt should include the voice rules (280 chars, lowercase, etc.)."
    },
    {
      "label": "Test that _poll_mentions fetches tweets and dispatches to handlers.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L341",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_341",
      "community": 47,
      "norm_label": "test that _poll_mentions fetches tweets and dispatches to handlers."
    },
    {
      "label": "A single poll cycle should dispatch tweets to registered handlers.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L344",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_344",
      "community": 47,
      "norm_label": "a single poll cycle should dispatch tweets to registered handlers."
    },
    {
      "label": "Polling should track since_id to avoid reprocessing tweets.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L398",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_398",
      "community": 47,
      "norm_label": "polling should track since_id to avoid reprocessing tweets."
    },
    {
      "label": "Empty mentions response should not error or call handlers.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L427",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_427",
      "community": 47,
      "norm_label": "empty mentions response should not error or call handlers."
    },
    {
      "label": "Verify the http_request tool expands $ENV_VARS in headers.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L458",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_458",
      "community": 109,
      "norm_label": "verify the http_request tool expands $env_vars in headers."
    },
    {
      "label": "$GITHUB_TOKEN in Authorization header should be expanded.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L461",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_461",
      "community": 109,
      "norm_label": "$github_token in authorization header should be expanded."
    },
    {
      "label": "$GITHUB_TOKEN without env var set should remain as literal.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L502",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_502",
      "community": 109,
      "norm_label": "$github_token without env var set should remain as literal."
    },
    {
      "label": "Non-string header values should pass through without error.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L539",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_539",
      "community": 109,
      "norm_label": "non-string header values should pass through without error."
    },
    {
      "label": "Test the full flow: mention arrives \u2192 classify \u2192 prompt \u2192 agent \u2192 tool calls.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L579",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_579",
      "community": 572,
      "norm_label": "test the full flow: mention arrives \u2192 classify \u2192 prompt \u2192 agent \u2192 tool calls."
    },
    {
      "label": "Create a mock Jarvis instance that returns canned responses.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L582",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_582",
      "community": 572,
      "norm_label": "create a mock jarvis instance that returns canned responses."
    },
    {
      "label": "Question mention \u2192 retrieval runs in Python, agent only needs channel_send.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L591",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_591",
      "community": 572,
      "norm_label": "question mention \u2192 retrieval runs in python, agent only needs channel_send."
    },
    {
      "label": "Bug mention \u2192 http_request (GitHub issue) + channel_send.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L624",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_624",
      "community": 572,
      "norm_label": "bug mention \u2192 http_request (github issue) + channel_send."
    },
    {
      "label": "Feature mention \u2192 http_request (GitHub issue) + channel_send.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L645",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_645",
      "community": 572,
      "norm_label": "feature mention \u2192 http_request (github issue) + channel_send."
    },
    {
      "label": "Praise mention \u2192 channel_send only.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L668",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_668",
      "community": 572,
      "norm_label": "praise mention \u2192 channel_send only."
    },
    {
      "label": "Spam mentions should be skipped \u2014 no Jarvis.ask call.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L681",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_681",
      "community": 572,
      "norm_label": "spam mentions should be skipped \u2014 no jarvis.ask call."
    },
    {
      "label": "Verify tool selection for each demo tweet type.          Post LLM-classifier r",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L693",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_693",
      "community": 572,
      "norm_label": "verify tool selection for each demo tweet type.          post llm-classifier r"
    },
    {
      "label": "Verify that replies always pass conversation_id back to the Twitter API.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L733",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_733",
      "community": 47,
      "norm_label": "verify that replies always pass conversation_id back to the twitter api."
    },
    {
      "label": "Simulate the LLM calling http_request to create a GitHub issue.",
      "file_type": "rationale",
      "source_file": "tests/channels/test_twitter_bot_e2e.py",
      "source_location": "L765",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_bot_e2e_rationale_765",
      "community": 109,
      "norm_label": "simulate the llm calling http_request to create a github issue."
    },
    {
      "label": "test_twitter_channel.py",
      "file_type": "code",
      "source_file": "tests/channels/test_twitter_channel.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_channel",
      "community": 47,
      "norm_label": "test_twitter_channel.py"
    },
    {
      "label": "_register_twitter()",
      "file_type": "code",
      "source_file": "tests/channels/test_twitter_channel.py",
      "source_location": "L17",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_channel_register_twitter",
      "community": 8,
      "norm_label": "_register_twitter()"
    },
    {
      "label": "TestRegistration",
      "file_type": "code",
      "source_file": "tests/channels/test_twitter_channel.py",
      "source_location": "L23",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_channel_testregistration",
      "community": 47,
      "norm_label": "testregistration"
    },
    {
      "label": ".test_registry_key()",
      "file_type": "code",
      "source_file": "tests/channels/test_twitter_channel.py",
      "source_location": "L24",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_channel_testregistration_test_registry_key",
      "community": 47,
      "norm_label": ".test_registry_key()"
    },
    {
      "label": ".test_channel_id()",
      "file_type": "code",
      "source_file": "tests/channels/test_twitter_channel.py",
      "source_location": "L27",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_channel_testregistration_test_channel_id",
      "community": 47,
      "norm_label": ".test_channel_id()"
    },
    {
      "label": "TestInit",
      "file_type": "code",
      "source_file": "tests/channels/test_twitter_channel.py",
      "source_location": "L32",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_channel_testinit",
      "community": 47,
      "norm_label": "testinit"
    },
    {
      "label": ".test_defaults()",
      "file_type": "code",
      "source_file": "tests/channels/test_twitter_channel.py",
      "source_location": "L33",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_channel_testinit_test_defaults",
      "community": 47,
      "norm_label": ".test_defaults()"
    },
    {
      "label": ".test_constructor_bearer()",
      "file_type": "code",
      "source_file": "tests/channels/test_twitter_channel.py",
      "source_location": "L39",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_channel_testinit_test_constructor_bearer",
      "community": 47,
      "norm_label": ".test_constructor_bearer()"
    },
    {
      "label": ".test_env_var_fallback()",
      "file_type": "code",
      "source_file": "tests/channels/test_twitter_channel.py",
      "source_location": "L43",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_channel_testinit_test_env_var_fallback",
      "community": 47,
      "norm_label": ".test_env_var_fallback()"
    },
    {
      "label": ".test_constructor_overrides_env()",
      "file_type": "code",
      "source_file": "tests/channels/test_twitter_channel.py",
      "source_location": "L61",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_channel_testinit_test_constructor_overrides_env",
      "community": 47,
      "norm_label": ".test_constructor_overrides_env()"
    },
    {
      "label": "TestSend",
      "file_type": "code",
      "source_file": "tests/channels/test_twitter_channel.py",
      "source_location": "L67",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_channel_testsend",
      "community": 47,
      "norm_label": "testsend"
    },
    {
      "label": ".test_send_success()",
      "file_type": "code",
      "source_file": "tests/channels/test_twitter_channel.py",
      "source_location": "L68",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_channel_testsend_test_send_success",
      "community": 47,
      "norm_label": ".test_send_success()"
    },
    {
      "label": ".test_send_as_reply()",
      "file_type": "code",
      "source_file": "tests/channels/test_twitter_channel.py",
      "source_location": "L91",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_channel_testsend_test_send_as_reply",
      "community": 47,
      "norm_label": ".test_send_as_reply()"
    },
    {
      "label": ".test_send_truncates_to_280()",
      "file_type": "code",
      "source_file": "tests/channels/test_twitter_channel.py",
      "source_location": "L111",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_channel_testsend_test_send_truncates_to_280",
      "community": 47,
      "norm_label": ".test_send_truncates_to_280()"
    },
    {
      "label": ".test_send_failure()",
      "file_type": "code",
      "source_file": "tests/channels/test_twitter_channel.py",
      "source_location": "L129",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_channel_testsend_test_send_failure",
      "community": 47,
      "norm_label": ".test_send_failure()"
    },
    {
      "label": ".test_send_exception()",
      "file_type": "code",
      "source_file": "tests/channels/test_twitter_channel.py",
      "source_location": "L146",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_channel_testsend_test_send_exception",
      "community": 47,
      "norm_label": ".test_send_exception()"
    },
    {
      "label": ".test_send_no_credentials()",
      "file_type": "code",
      "source_file": "tests/channels/test_twitter_channel.py",
      "source_location": "L159",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_channel_testsend_test_send_no_credentials",
      "community": 47,
      "norm_label": ".test_send_no_credentials()"
    },
    {
      "label": ".test_send_publishes_event()",
      "file_type": "code",
      "source_file": "tests/channels/test_twitter_channel.py",
      "source_location": "L164",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_channel_testsend_test_send_publishes_event",
      "community": 47,
      "norm_label": ".test_send_publishes_event()"
    },
    {
      "label": "TestListChannels",
      "file_type": "code",
      "source_file": "tests/channels/test_twitter_channel.py",
      "source_location": "L185",
      "_origin": "ast",
      "id": "tests_channels_test_twitter_channel_testlistchannels",
      "community": 47,
      "norm_label": "testlistchannels"
    },
    {
      "label": ".test_list_channels()",
      "file_type": "code",
      "source_file": "tests/channels/test_twitter_channel.py",
      "source_location": "L186",
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      "label": "pgrep returns non-zero \u2192 no sync agents running.",
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    {
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    {
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      "norm_label": "lsblk json contains crypto_luks -> ok."
    },
    {
      "label": "lsblk JSON has only ext4 -> fail.",
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      "norm_label": "lsblk json has only ext4 -> fail."
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    {
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    {
      "label": "TeamViewer found -> warn.",
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      "norm_label": "teamviewer found -> warn."
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    {
      "label": "run_all() returns only current-platform + 'all' checks.",
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    },
    {
      "label": "test_get_content()",
      "file_type": "code",
      "source_file": "tests/connectors/test_attachment_store.py",
      "source_location": "L91",
      "_origin": "ast",
      "id": "tests_connectors_test_attachment_store_test_get_content",
      "community": 120,
      "norm_label": "test_get_content()"
    },
    {
      "label": "test_get_content_nonexistent()",
      "file_type": "code",
      "source_file": "tests/connectors/test_attachment_store.py",
      "source_location": "L99",
      "_origin": "ast",
      "id": "tests_connectors_test_attachment_store_test_get_content_nonexistent",
      "community": 120,
      "norm_label": "test_get_content_nonexistent()"
    },
    {
      "label": "Tests for AttachmentStore \u2014 content-addressed blob storage.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_attachment_store.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_connectors_test_attachment_store_rationale_1",
      "community": 120,
      "norm_label": "tests for attachmentstore \u2014 content-addressed blob storage."
    },
    {
      "label": "store() returns a 64-character lowercase hex string (SHA-256).",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_attachment_store.py",
      "source_location": "L27",
      "_origin": "ast",
      "id": "tests_connectors_test_attachment_store_rationale_27",
      "community": 120,
      "norm_label": "store() returns a 64-character lowercase hex string (sha-256)."
    },
    {
      "label": "Blob file is written at {base_dir}/{sha[:2]}/{sha} with correct content.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_attachment_store.py",
      "source_location": "L37",
      "_origin": "ast",
      "id": "tests_connectors_test_attachment_store_rationale_37",
      "community": 120,
      "norm_label": "blob file is written at {base_dir}/{sha[:2]}/{sha} with correct content."
    },
    {
      "label": "Storing identical bytes twice returns the same hash.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_attachment_store.py",
      "source_location": "L47",
      "_origin": "ast",
      "id": "tests_connectors_test_attachment_store_rationale_47",
      "community": 120,
      "norm_label": "storing identical bytes twice returns the same hash."
    },
    {
      "label": "Three stores of the same bytes accumulate three distinct source_doc_ids.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_attachment_store.py",
      "source_location": "L55",
      "_origin": "ast",
      "id": "tests_connectors_test_attachment_store_rationale_55",
      "community": 120,
      "norm_label": "three stores of the same bytes accumulate three distinct source_doc_ids."
    },
    {
      "label": "get_metadata() returns correct filename, mime_type, and size_bytes.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_attachment_store.py",
      "source_location": "L72",
      "_origin": "ast",
      "id": "tests_connectors_test_attachment_store_rationale_72",
      "community": 120,
      "norm_label": "get_metadata() returns correct filename, mime_type, and size_bytes."
    },
    {
      "label": "get_content() returns the exact bytes that were stored.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_attachment_store.py",
      "source_location": "L92",
      "_origin": "ast",
      "id": "tests_connectors_test_attachment_store_rationale_92",
      "community": 120,
      "norm_label": "get_content() returns the exact bytes that were stored."
    },
    {
      "label": "get_content() returns None for an unknown SHA-256.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_attachment_store.py",
      "source_location": "L100",
      "_origin": "ast",
      "id": "tests_connectors_test_attachment_store_rationale_100",
      "community": 120,
      "norm_label": "get_content() returns none for an unknown sha-256."
    },
    {
      "label": "test_chunker.py",
      "file_type": "code",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker",
      "community": 75,
      "norm_label": "test_chunker.py"
    },
    {
      "label": "chunker()",
      "file_type": "code",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L15",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_chunker",
      "community": 75,
      "norm_label": "chunker()"
    },
    {
      "label": "test_short_message_single_chunk()",
      "file_type": "code",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L24",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_test_short_message_single_chunk",
      "community": 75,
      "norm_label": "test_short_message_single_chunk()"
    },
    {
      "label": "test_document_splits_on_headings()",
      "file_type": "code",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L38",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_test_document_splits_on_headings",
      "community": 75,
      "norm_label": "test_document_splits_on_headings()"
    },
    {
      "label": "test_document_splits_on_paragraphs()",
      "file_type": "code",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L62",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_test_document_splits_on_paragraphs",
      "community": 75,
      "norm_label": "test_document_splits_on_paragraphs()"
    },
    {
      "label": "test_no_mid_sentence_splits()",
      "file_type": "code",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L83",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_test_no_mid_sentence_splits",
      "community": 75,
      "norm_label": "test_no_mid_sentence_splits()"
    },
    {
      "label": "test_email_splits_on_reply_boundaries()",
      "file_type": "code",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L106",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_test_email_splits_on_reply_boundaries",
      "community": 75,
      "norm_label": "test_email_splits_on_reply_boundaries()"
    },
    {
      "label": "test_event_always_single_chunk()",
      "file_type": "code",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L127",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_test_event_always_single_chunk",
      "community": 75,
      "norm_label": "test_event_always_single_chunk()"
    },
    {
      "label": "test_contact_always_single_chunk()",
      "file_type": "code",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L141",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_test_contact_always_single_chunk",
      "community": 75,
      "norm_label": "test_contact_always_single_chunk()"
    },
    {
      "label": "test_parent_metadata_inherited()",
      "file_type": "code",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L155",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_test_parent_metadata_inherited",
      "community": 75,
      "norm_label": "test_parent_metadata_inherited()"
    },
    {
      "label": "test_sequential_chunk_indexes()",
      "file_type": "code",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L178",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_test_sequential_chunk_indexes",
      "community": 75,
      "norm_label": "test_sequential_chunk_indexes()"
    },
    {
      "label": "test_note_doc_type_treated_as_document()",
      "file_type": "code",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L197",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_test_note_doc_type_treated_as_document",
      "community": 75,
      "norm_label": "test_note_doc_type_treated_as_document()"
    },
    {
      "label": "test_unknown_doc_type_treated_as_document()",
      "file_type": "code",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L212",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_test_unknown_doc_type_treated_as_document",
      "community": 75,
      "norm_label": "test_unknown_doc_type_treated_as_document()"
    },
    {
      "label": "test_empty_text_returns_empty_list()",
      "file_type": "code",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L221",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_test_empty_text_returns_empty_list",
      "community": 75,
      "norm_label": "test_empty_text_returns_empty_list()"
    },
    {
      "label": "test_whitespace_only_text_returns_empty_list()",
      "file_type": "code",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L228",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_test_whitespace_only_text_returns_empty_list",
      "community": 75,
      "norm_label": "test_whitespace_only_text_returns_empty_list()"
    },
    {
      "label": "test_chunk_result_is_dataclass()",
      "file_type": "code",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L235",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_test_chunk_result_is_dataclass",
      "community": 75,
      "norm_label": "test_chunk_result_is_dataclass()"
    },
    {
      "label": "test_message_accumulates_into_max_tokens()",
      "file_type": "code",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L243",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_test_message_accumulates_into_max_tokens",
      "community": 75,
      "norm_label": "test_message_accumulates_into_max_tokens()"
    },
    {
      "label": "test_document_no_headings_uses_paragraphs()",
      "file_type": "code",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L257",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_test_document_no_headings_uses_paragraphs",
      "community": 75,
      "norm_label": "test_document_no_headings_uses_paragraphs()"
    },
    {
      "label": "Tests for SemanticChunker \u2014 type-aware text splitting.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_rationale_1",
      "community": 75,
      "norm_label": "tests for semanticchunker \u2014 type-aware text splitting."
    },
    {
      "label": "A message shorter than max_tokens is returned as a single chunk.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L25",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_rationale_25",
      "community": 75,
      "norm_label": "a message shorter than max_tokens is returned as a single chunk."
    },
    {
      "label": "Documents with ## headings produce chunks with section metadata.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L39",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_rationale_39",
      "community": 75,
      "norm_label": "documents with ## headings produce chunks with section metadata."
    },
    {
      "label": "Within a section, long content splits on double-newline paragraph breaks.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L63",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_rationale_63",
      "community": 75,
      "norm_label": "within a section, long content splits on double-newline paragraph breaks."
    },
    {
      "label": "Chunks (except possibly the last) must end with sentence-ending punctuation.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L84",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_rationale_84",
      "community": 75,
      "norm_label": "chunks (except possibly the last) must end with sentence-ending punctuation."
    },
    {
      "label": "Emails split on 'On ... wrote:' reply headers.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L107",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_rationale_107",
      "community": 75,
      "norm_label": "emails split on 'on ... wrote:' reply headers."
    },
    {
      "label": "Events are never split regardless of length.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L128",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_rationale_128",
      "community": 75,
      "norm_label": "events are never split regardless of length."
    },
    {
      "label": "Contacts are never split regardless of length.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L142",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_rationale_142",
      "community": 75,
      "norm_label": "contacts are never split regardless of length."
    },
    {
      "label": "All chunks carry the parent metadata passed to chunk().",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L156",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_rationale_156",
      "community": 75,
      "norm_label": "all chunks carry the parent metadata passed to chunk()."
    },
    {
      "label": "Chunks are indexed sequentially from 0 across all splits.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L179",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_rationale_179",
      "community": 75,
      "norm_label": "chunks are indexed sequentially from 0 across all splits."
    },
    {
      "label": "doc_type='note' uses the same document splitting strategy.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L198",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_rationale_198",
      "community": 75,
      "norm_label": "doc_type='note' uses the same document splitting strategy."
    },
    {
      "label": "Unknown doc_type uses the document splitting strategy.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L213",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_rationale_213",
      "community": 75,
      "norm_label": "unknown doc_type uses the document splitting strategy."
    },
    {
      "label": "Empty string input returns an empty list.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L222",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_rationale_222",
      "community": 75,
      "norm_label": "empty string input returns an empty list."
    },
    {
      "label": "Whitespace-only input returns an empty list.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L229",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_rationale_229",
      "community": 75,
      "norm_label": "whitespace-only input returns an empty list."
    },
    {
      "label": "ChunkResult has the expected fields with correct defaults.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L236",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_rationale_236",
      "community": 75,
      "norm_label": "chunkresult has the expected fields with correct defaults."
    },
    {
      "label": "Message chunks accumulate paragraphs up to max_tokens.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L244",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_rationale_244",
      "community": 75,
      "norm_label": "message chunks accumulate paragraphs up to max_tokens."
    },
    {
      "label": "Documents without ## headings fall back to paragraph splitting.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_chunker.py",
      "source_location": "L258",
      "_origin": "ast",
      "id": "tests_connectors_test_chunker_rationale_258",
      "community": 75,
      "norm_label": "documents without ## headings fall back to paragraph splitting."
    },
    {
      "label": "test_connector_health.py",
      "file_type": "code",
      "source_file": "tests/connectors/test_connector_health.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_connectors_test_connector_health",
      "community": 629,
      "norm_label": "test_connector_health.py"
    },
    {
      "label": "test_connector_instantiates()",
      "file_type": "code",
      "source_file": "tests/connectors/test_connector_health.py",
      "source_location": "L37",
      "_origin": "ast",
      "id": "tests_connectors_test_connector_health_test_connector_instantiates",
      "community": 629,
      "norm_label": "test_connector_instantiates()"
    },
    {
      "label": "test_connector_has_required_methods()",
      "file_type": "code",
      "source_file": "tests/connectors/test_connector_health.py",
      "source_location": "L56",
      "_origin": "ast",
      "id": "tests_connectors_test_connector_health_test_connector_has_required_methods",
      "community": 629,
      "norm_label": "test_connector_has_required_methods()"
    },
    {
      "label": "test_connector_not_connected_without_creds()",
      "file_type": "code",
      "source_file": "tests/connectors/test_connector_health.py",
      "source_location": "L81",
      "_origin": "ast",
      "id": "tests_connectors_test_connector_health_test_connector_not_connected_without_creds",
      "community": 629,
      "norm_label": "test_connector_not_connected_without_creds()"
    },
    {
      "label": "test_connector_has_metadata()",
      "file_type": "code",
      "source_file": "tests/connectors/test_connector_health.py",
      "source_location": "L104",
      "_origin": "ast",
      "id": "tests_connectors_test_connector_health_test_connector_has_metadata",
      "community": 629,
      "norm_label": "test_connector_has_metadata()"
    },
    {
      "label": "test_knowledge_store_has_data()",
      "file_type": "code",
      "source_file": "tests/connectors/test_connector_health.py",
      "source_location": "L122",
      "_origin": "ast",
      "id": "tests_connectors_test_connector_health_test_knowledge_store_has_data",
      "community": 629,
      "norm_label": "test_knowledge_store_has_data()"
    },
    {
      "label": "test_knowledge_store_sources_have_chunks()",
      "file_type": "code",
      "source_file": "tests/connectors/test_connector_health.py",
      "source_location": "L150",
      "_origin": "ast",
      "id": "tests_connectors_test_connector_health_test_knowledge_store_sources_have_chunks",
      "community": 629,
      "norm_label": "test_knowledge_store_sources_have_chunks()"
    },
    {
      "label": "Health check tests for all data source connectors.  Verifies that each connect",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_connector_health.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_connectors_test_connector_health_rationale_1",
      "community": 629,
      "norm_label": "health check tests for all data source connectors.  verifies that each connect"
    },
    {
      "label": "Every connector can be instantiated without errors.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_connector_health.py",
      "source_location": "L42",
      "_origin": "ast",
      "id": "tests_connectors_test_connector_health_rationale_42",
      "community": 629,
      "norm_label": "every connector can be instantiated without errors."
    },
    {
      "label": "Every connector implements the BaseConnector interface.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_connector_health.py",
      "source_location": "L61",
      "_origin": "ast",
      "id": "tests_connectors_test_connector_health_rationale_61",
      "community": 629,
      "norm_label": "every connector implements the baseconnector interface."
    },
    {
      "label": "Token connectors report not connected without credentials.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_connector_health.py",
      "source_location": "L86",
      "_origin": "ast",
      "id": "tests_connectors_test_connector_health_rationale_86",
      "community": 629,
      "norm_label": "token connectors report not connected without credentials."
    },
    {
      "label": "Every connector has connector_id, display_name, and auth_type.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_connector_health.py",
      "source_location": "L109",
      "_origin": "ast",
      "id": "tests_connectors_test_connector_health_rationale_109",
      "community": 629,
      "norm_label": "every connector has connector_id, display_name, and auth_type."
    },
    {
      "label": "Assert a populated default-path KnowledgeStore has chunks and sources.      Sk",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_connector_health.py",
      "source_location": "L123",
      "_origin": "ast",
      "id": "tests_connectors_test_connector_health_rationale_123",
      "community": 629,
      "norm_label": "assert a populated default-path knowledgestore has chunks and sources.      sk"
    },
    {
      "label": "Each source row in a populated store has at least 1 chunk.      Skips if the D",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_connector_health.py",
      "source_location": "L151",
      "_origin": "ast",
      "id": "tests_connectors_test_connector_health_rationale_151",
      "community": 629,
      "norm_label": "each source row in a populated store has at least 1 chunk.      skips if the d"
    },
    {
      "label": "test_dropbox.py",
      "file_type": "code",
      "source_file": "tests/connectors/test_dropbox.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_connectors_test_dropbox",
      "community": 163,
      "norm_label": "test_dropbox.py"
    },
    {
      "label": "connector()",
      "file_type": "code",
      "source_file": "tests/connectors/test_dropbox.py",
      "source_location": "L52",
      "_origin": "ast",
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      "_origin": "ast",
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      "file_type": "code",
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      "source_location": "L583",
      "_origin": "ast",
      "id": "tests_connectors_test_gmail_fakeresponse_raise_for_status",
      "community": 127,
      "norm_label": ".raise_for_status()"
    },
    {
      "label": "_write_full_creds()",
      "file_type": "code",
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      "norm_label": "_write_full_creds()"
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    },
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      "label": "test_non_401_status_is_not_refreshed()",
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    },
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      "label": "test_refresh_raises_when_refresh_token_missing()",
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    },
    {
      "label": "test_sync_recovers_when_list_returns_401()",
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    },
    {
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      "file_type": "rationale",
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      "norm_label": "tests for gmailconnector \u2014 oauth-authenticated gmail sync connector.  all gmai"
    },
    {
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      "source_file": "tests/connectors/test_gmail.py",
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    },
    {
      "label": "GmailConnector pointing at a tmp credentials path (no file yet).",
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      "id": "tests_connectors_test_gmail_rationale_78",
      "community": 127,
      "norm_label": "gmailconnector pointing at a tmp credentials path (no file yet)."
    },
    {
      "label": "is_connected() returns False when no credentials file exists.",
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      "_origin": "ast",
      "id": "tests_connectors_test_gmail_rationale_91",
      "community": 127,
      "norm_label": "is_connected() returns false when no credentials file exists."
    },
    {
      "label": "GmailConnector.auth_type must be 'oauth'.",
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      "_origin": "ast",
      "id": "tests_connectors_test_gmail_rationale_101",
      "community": 127,
      "norm_label": "gmailconnector.auth_type must be 'oauth'."
    },
    {
      "label": "auth_url() returns a URL pointing to Google's OAuth endpoint.",
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      "norm_label": "auth_url() returns a url pointing to google's oauth endpoint."
    },
    {
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      "id": "tests_connectors_test_gmail_rationale_131",
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      "norm_label": "sync() yields one document per message with correct metadata."
    },
    {
      "label": "disconnect() deletes the credentials file.",
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      "source_file": "tests/connectors/test_gmail.py",
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      "norm_label": "disconnect() deletes the credentials file."
    },
    {
      "label": "mcp_tools() returns exactly 3 tools with the required names.",
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      "_origin": "ast",
      "id": "tests_connectors_test_gmail_rationale_193",
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      "norm_label": "mcp_tools() returns exactly 3 tools with the required names."
    },
    {
      "label": "sync(since=...) passes an after:<epoch> query to _gmail_api_list_messages.",
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      "norm_label": "sync(since=...) passes an after:<epoch> query to _gmail_api_list_messages."
    },
    {
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      "source_file": "tests/connectors/test_gmail.py",
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      "id": "tests_connectors_test_gmail_rationale_250",
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    },
    {
      "label": "GmailConnector can be registered and retrieved via ConnectorRegistry.",
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      "id": "tests_connectors_test_gmail_rationale_270",
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      "norm_label": "gmailconnector can be registered and retrieved via connectorregistry."
    },
    {
      "label": "sync() populates source_id, participants_raw, normalized participants,     chan",
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      "norm_label": "sync() populates source_id, participants_raw, normalized participants,     chan"
    },
    {
      "label": "When only INBOX is present among system labels, channel == 'INBOX'.",
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      "community": 127,
      "norm_label": "when only inbox is present among system labels, channel == 'inbox'."
    },
    {
      "label": "A message with only user-defined labels has channel=None.",
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      "community": 127,
      "norm_label": "a message with only user-defined labels has channel=none."
    },
    {
      "label": "_html_to_text() removes tags but preserves visible text content.",
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      "id": "tests_connectors_test_gmail_rationale_412",
      "community": 471,
      "norm_label": "_html_to_text() removes tags but preserves visible text content."
    },
    {
      "label": "Content inside <script>/<style>/<head> is stripped, not rendered.",
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      "id": "tests_connectors_test_gmail_rationale_426",
      "community": 471,
      "norm_label": "content inside <script>/<style>/<head> is stripped, not rendered."
    },
    {
      "label": "Named and numeric HTML entities are decoded to their characters.",
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      "id": "tests_connectors_test_gmail_rationale_446",
      "community": 471,
      "norm_label": "named and numeric html entities are decoded to their characters."
    },
    {
      "label": "Block-level tags produce newlines so the chunker sees structure.",
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      "id": "tests_connectors_test_gmail_rationale_457",
      "community": 471,
      "norm_label": "block-level tags produce newlines so the chunker sees structure."
    },
    {
      "label": "A multipart message with only text/html yields stripped plain text.",
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      "id": "tests_connectors_test_gmail_rationale_474",
      "community": 127,
      "norm_label": "a multipart message with only text/html yields stripped plain text."
    },
    {
      "label": "When both alternatives are present, text/plain wins over text/html.",
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      "norm_label": "when both alternatives are present, text/plain wins over text/html."
    },
    {
      "label": "Minimal stand-in for httpx.Response used by the refresh test.",
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      "norm_label": "minimal stand-in for httpx.response used by the refresh test."
    },
    {
      "label": "Write a credentials file with a refresh_token and client credentials.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_gmail.py",
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      "id": "tests_connectors_test_gmail_rationale_593",
      "community": 127,
      "norm_label": "write a credentials file with a refresh_token and client credentials."
    },
    {
      "label": "A 401 on a Gmail API call refreshes the token, persists it, and retries.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_gmail.py",
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      "id": "tests_connectors_test_gmail_rationale_610",
      "community": 127,
      "norm_label": "a 401 on a gmail api call refreshes the token, persists it, and retries."
    },
    {
      "label": "A 500 from Gmail must propagate \u2014 only 401 should trigger refresh.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_gmail.py",
      "source_location": "L668",
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      "id": "tests_connectors_test_gmail_rationale_668",
      "community": 127,
      "norm_label": "a 500 from gmail must propagate \u2014 only 401 should trigger refresh."
    },
    {
      "label": "Refresh aborts with a clear error when no refresh_token is stored.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_gmail.py",
      "source_location": "L694",
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      "community": 127,
      "norm_label": "refresh aborts with a clear error when no refresh_token is stored."
    },
    {
      "label": "An end-to-end sync survives a 401 on messages.list without re-auth.      Sets",
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      "source_file": "tests/connectors/test_gmail.py",
      "source_location": "L708",
      "_origin": "ast",
      "id": "tests_connectors_test_gmail_rationale_708",
      "community": 127,
      "norm_label": "an end-to-end sync survives a 401 on messages.list without re-auth.      sets"
    },
    {
      "label": "test_google_tasks.py",
      "file_type": "code",
      "source_file": "tests/connectors/test_google_tasks.py",
      "source_location": "L1",
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      "id": "tests_connectors_test_google_tasks",
      "community": 28,
      "norm_label": "test_google_tasks.py"
    },
    {
      "label": "test_google_tasks_registered()",
      "file_type": "code",
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      "source_location": "L13",
      "_origin": "ast",
      "id": "tests_connectors_test_google_tasks_test_google_tasks_registered",
      "community": 28,
      "norm_label": "test_google_tasks_registered()"
    },
    {
      "label": "connector()",
      "file_type": "code",
      "source_file": "tests/connectors/test_google_tasks.py",
      "source_location": "L52",
      "_origin": "ast",
      "id": "tests_connectors_test_google_tasks_connector",
      "community": 28,
      "norm_label": "connector()"
    },
    {
      "label": "test_sync_yields_tasks()",
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      "source_location": "L60",
      "_origin": "ast",
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      "norm_label": "test_sync_yields_tasks()"
    },
    {
      "label": "Tests for GoogleTasksConnector \u2014 Google Tasks API v1.",
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      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_connectors_test_google_tasks_rationale_1",
      "community": 28,
      "norm_label": "tests for googletasksconnector \u2014 google tasks api v1."
    },
    {
      "label": "test_granola.py",
      "file_type": "code",
      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_connectors_test_granola",
      "community": 40,
      "norm_label": "test_granola.py"
    },
    {
      "label": "connector()",
      "file_type": "code",
      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L98",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_connector",
      "community": 40,
      "norm_label": "connector()"
    },
    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_py_path",
      "community": 40,
      "norm_label": "path"
    },
    {
      "label": "test_not_connected_without_key()",
      "file_type": "code",
      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L111",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_test_not_connected_without_key",
      "community": 40,
      "norm_label": "test_not_connected_without_key()"
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    {
      "label": "test_connected_with_key()",
      "file_type": "code",
      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L121",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_test_connected_with_key",
      "community": 40,
      "norm_label": "test_connected_with_key()"
    },
    {
      "label": "test_auth_url()",
      "file_type": "code",
      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L134",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_test_auth_url",
      "community": 40,
      "norm_label": "test_auth_url()"
    },
    {
      "label": "test_sync_yields_documents()",
      "file_type": "code",
      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L147",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_test_sync_yields_documents",
      "community": 40,
      "norm_label": "test_sync_yields_documents()"
    },
    {
      "label": "test_format_note_content()",
      "file_type": "code",
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      "source_location": "L210",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_test_format_note_content",
      "community": 40,
      "norm_label": "test_format_note_content()"
    },
    {
      "label": "test_disconnect()",
      "file_type": "code",
      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L230",
      "_origin": "ast",
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      "norm_label": "test_disconnect()"
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    {
      "label": "test_mcp_tools()",
      "file_type": "code",
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      "source_location": "L248",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_test_mcp_tools",
      "community": 40,
      "norm_label": "test_mcp_tools()"
    },
    {
      "label": "test_registry()",
      "file_type": "code",
      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L262",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_test_registry",
      "community": 40,
      "norm_label": "test_registry()"
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    {
      "label": "test_sync_logs_note_count()",
      "file_type": "code",
      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L279",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_test_sync_logs_note_count",
      "community": 40,
      "norm_label": "test_sync_logs_note_count()"
    },
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      "label": "test_end_to_end_ingest_and_search()",
      "file_type": "code",
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      "source_location": "L312",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_test_end_to_end_ingest_and_search",
      "community": 14,
      "norm_label": "test_end_to_end_ingest_and_search()"
    },
    {
      "label": "_FakeResponse",
      "file_type": "code",
      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L387",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_fakeresponse",
      "community": 40,
      "norm_label": "_fakeresponse"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L390",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_fakeresponse_init",
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      "norm_label": ".__init__()"
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    {
      "label": ".raise_for_status()",
      "file_type": "code",
      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L393",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_fakeresponse_raise_for_status",
      "community": 40,
      "norm_label": ".raise_for_status()"
    },
    {
      "label": "test_validate_key_empty_raises()",
      "file_type": "code",
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      "source_location": "L402",
      "_origin": "ast",
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      "community": 40,
      "norm_label": "test_validate_key_empty_raises()"
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    {
      "label": "test_validate_key_rejects_unauthorized()",
      "file_type": "code",
      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L414",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_test_validate_key_rejects_unauthorized",
      "community": 40,
      "norm_label": "test_validate_key_rejects_unauthorized()"
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    {
      "label": "test_handle_callback_persists_after_validation()",
      "file_type": "code",
      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L437",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_test_handle_callback_persists_after_validation",
      "community": 40,
      "norm_label": "test_handle_callback_persists_after_validation()"
    },
    {
      "label": "test_handle_callback_invalid_key_does_not_overwrite_existing()",
      "file_type": "code",
      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L446",
      "_origin": "ast",
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      "community": 40,
      "norm_label": "test_handle_callback_invalid_key_does_not_overwrite_existing()"
    },
    {
      "label": "Tests for GranolaConnector \u2014 Granola meeting notes sync connector.  All Granol",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_rationale_1",
      "community": 40,
      "norm_label": "tests for granolaconnector \u2014 granola meeting notes sync connector.  all granol"
    },
    {
      "label": "GranolaConnector pointing at a tmp credentials path (no file yet).",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L99",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_rationale_99",
      "community": 40,
      "norm_label": "granolaconnector pointing at a tmp credentials path (no file yet)."
    },
    {
      "label": "is_connected() returns False when no API key and no credentials file.",
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      "source_file": "tests/connectors/test_granola.py",
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      "_origin": "ast",
      "id": "tests_connectors_test_granola_rationale_112",
      "community": 40,
      "norm_label": "is_connected() returns false when no api key and no credentials file."
    },
    {
      "label": "is_connected() returns True when an api_key is passed directly.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L122",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_rationale_122",
      "community": 40,
      "norm_label": "is_connected() returns true when an api_key is passed directly."
    },
    {
      "label": "auth_url() returns a URL pointing users to the Granola settings page.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L135",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_rationale_135",
      "community": 40,
      "norm_label": "auth_url() returns a url pointing users to the granola settings page."
    },
    {
      "label": "sync() yields one Document per note with correct metadata.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L153",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_rationale_153",
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      "norm_label": "sync() yields one document per note with correct metadata."
    },
    {
      "label": "_format_note_content combines summary and transcript into correct markdown.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_granola.py",
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      "_origin": "ast",
      "id": "tests_connectors_test_granola_rationale_211",
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      "norm_label": "_format_note_content combines summary and transcript into correct markdown."
    },
    {
      "label": "disconnect() deletes the credentials file.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L231",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_rationale_231",
      "community": 40,
      "norm_label": "disconnect() deletes the credentials file."
    },
    {
      "label": "mcp_tools() returns exactly 2 tools with the required names.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L249",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_rationale_249",
      "community": 40,
      "norm_label": "mcp_tools() returns exactly 2 tools with the required names."
    },
    {
      "label": "GranolaConnector can be registered and retrieved via ConnectorRegistry.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L263",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_rationale_263",
      "community": 40,
      "norm_label": "granolaconnector can be registered and retrieved via connectorregistry."
    },
    {
      "label": "sync() emits 'Found N notes' and 'Sync complete' INFO lines.      Matches the",
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      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L285",
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      "id": "tests_connectors_test_granola_rationale_285",
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      "norm_label": "sync() emits 'found n notes' and 'sync complete' info lines.      matches the"
    },
    {
      "label": "Synced Granola notes are searchable via HybridSearch with v1 fields.      Lexi",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L318",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_rationale_318",
      "community": 14,
      "norm_label": "synced granola notes are searchable via hybridsearch with v1 fields.      lexi"
    },
    {
      "label": "Minimal httpx.Response stand-in for the validation probe.",
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      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L388",
      "_origin": "ast",
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      "norm_label": "minimal httpx.response stand-in for the validation probe."
    },
    {
      "label": "An empty key is rejected without any network call.",
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      "id": "tests_connectors_test_granola_rationale_403",
      "community": 40,
      "norm_label": "an empty key is rejected without any network call."
    },
    {
      "label": "A 401/403 from GET /v1/notes raises GranolaKeyError with guidance.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_granola.py",
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      "_origin": "ast",
      "id": "tests_connectors_test_granola_rationale_415",
      "community": 40,
      "norm_label": "a 401/403 from get /v1/notes raises granolakeyerror with guidance."
    },
    {
      "label": "A valid key is written only after the validation probe succeeds.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_granola.py",
      "source_location": "L438",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_rationale_438",
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      "norm_label": "a valid key is written only after the validation probe succeeds."
    },
    {
      "label": "A bad key must not clobber an existing, working credential on disk.",
      "file_type": "rationale",
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      "source_location": "L447",
      "_origin": "ast",
      "id": "tests_connectors_test_granola_rationale_447",
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      "norm_label": "a bad key must not clobber an existing, working credential on disk."
    },
    {
      "label": "test_hackernews.py",
      "file_type": "code",
      "source_file": "tests/connectors/test_hackernews.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_connectors_test_hackernews",
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      "norm_label": "test_hackernews.py"
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      "label": "test_hackernews_registered()",
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      "_origin": "ast",
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      "norm_label": "test_hackernews_registered()"
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      "label": "connector()",
      "file_type": "code",
      "source_file": "tests/connectors/test_hackernews.py",
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      "id": "tests_connectors_test_hackernews_connector",
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      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_connectors_test_hackernews_rationale_1",
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      "norm_label": "tests for hackernewsconnector \u2014 hn firebase api."
    },
    {
      "label": "HackerNewsConnector is discoverable via ConnectorRegistry.",
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      "_origin": "ast",
      "id": "tests_connectors_test_hackernews_rationale_14",
      "community": 327,
      "norm_label": "hackernewsconnector is discoverable via connectorregistry."
    },
    {
      "label": "Sync returns Documents for the top 5 stories.",
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    },
    {
      "label": "Disconnect should succeed without error.",
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      "id": "tests_connectors_test_hackernews_rationale_122",
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      "norm_label": "disconnect should succeed without error."
    },
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      "source_location": "",
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    {
      "label": "test_sync_yields_messages()",
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    },
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      "label": "test_sync_message_content()",
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      "_origin": "ast",
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      "norm_label": "test_sync_message_content()"
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      "label": "test_sync_sets_author()",
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      "_origin": "ast",
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      "norm_label": "test_sync_sets_author()"
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      "label": "test_disconnect()",
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      "norm_label": "test_disconnect()"
    },
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      "label": "test_mcp_tools()",
      "file_type": "code",
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      "norm_label": "test_mcp_tools()"
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      "label": "test_registry()",
      "file_type": "code",
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      "_origin": "ast",
      "id": "tests_connectors_test_imessage_test_registry",
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      "norm_label": "test_registry()"
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    {
      "label": "Tests for IMessageConnector \u2014 local macOS Messages database connector.  All te",
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      "norm_label": "tests for imessageconnector \u2014 local macos messages database connector.  all te"
    },
    {
      "label": "Populate a SQLite file with the iMessage chat.db schema and sample rows.",
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      "_origin": "ast",
      "id": "tests_connectors_test_imessage_rationale_24",
      "community": 158,
      "norm_label": "populate a sqlite file with the imessage chat.db schema and sample rows."
    },
    {
      "label": "Return path to a populated fake chat.db.",
      "file_type": "rationale",
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      "source_location": "L75",
      "_origin": "ast",
      "id": "tests_connectors_test_imessage_rationale_75",
      "community": 158,
      "norm_label": "return path to a populated fake chat.db."
    },
    {
      "label": "IMessageConnector pointing at the fake DB.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_imessage.py",
      "source_location": "L83",
      "_origin": "ast",
      "id": "tests_connectors_test_imessage_rationale_83",
      "community": 158,
      "norm_label": "imessageconnector pointing at the fake db."
    },
    {
      "label": "is_connected() returns True when chat.db exists at the configured path.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_imessage.py",
      "source_location": "L95",
      "_origin": "ast",
      "id": "tests_connectors_test_imessage_rationale_95",
      "community": 158,
      "norm_label": "is_connected() returns true when chat.db exists at the configured path."
    },
    {
      "label": "is_connected() returns False when the database file does not exist.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_imessage.py",
      "source_location": "L105",
      "_origin": "ast",
      "id": "tests_connectors_test_imessage_rationale_105",
      "community": 158,
      "norm_label": "is_connected() returns false when the database file does not exist."
    },
    {
      "label": "sync() yields one Document per non-NULL message (3 total).",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_imessage.py",
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      "_origin": "ast",
      "id": "tests_connectors_test_imessage_rationale_118",
      "community": 158,
      "norm_label": "sync() yields one document per non-null message (3 total)."
    },
    {
      "label": "sync() surfaces the exact message text in each Document's content.",
      "file_type": "rationale",
      "source_file": "tests/connectors/test_imessage.py",
      "source_location": "L132",
      "_origin": "ast",
      "id": "tests_connectors_test_imessage_rationale_132",
      "community": 158,
      "norm_label": "sync() surfaces the exact message text in each document's content."
    },
    {
      "label": "Received messages use the handle identifier; sent messages use 'me'.",
      "file_type": "rationale",
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      "source_location": "L146",
      "_origin": "ast",
      "id": "tests_connectors_test_imessage_rationale_146",
      "community": 158,
      "norm_label": "received messages use the handle identifier; sent messages use 'me'."
    },
    {
      "label": "disconnect() marks the connector as disconnected.",
      "file_type": "rationale",
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      "source_location": "L168",
      "_origin": "ast",
      "id": "tests_connectors_test_imessage_rationale_168",
      "community": 158,
      "norm_label": "disconnect() marks the connector as disconnected."
    },
    {
      "label": "mcp_tools() returns exactly 2 tools with the expected names.",
      "file_type": "rationale",
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      "_origin": "ast",
      "id": "tests_connectors_test_imessage_rationale_182",
      "community": 158,
      "norm_label": "mcp_tools() returns exactly 2 tools with the expected names."
    },
    {
      "label": "IMessageConnector is registered and retrievable via ConnectorRegistry.",
      "file_type": "rationale",
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      "_origin": "ast",
      "id": "tests_connectors_test_imessage_rationale_196",
      "community": 158,
      "norm_label": "imessageconnector is registered and retrievable via connectorregistry."
    },
    {
      "label": "test_incremental_sync.py",
      "file_type": "code",
      "source_file": "tests/connectors/test_incremental_sync.py",
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      "_origin": "ast",
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      "norm_label": "test_incremental_sync.py"
    },
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      "label": "TimestampConnector",
      "file_type": "code",
      "source_file": "tests/connectors/test_incremental_sync.py",
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      "_origin": "ast",
      "id": "tests_connectors_test_incremental_sync_timestampconnector",
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      "file_type": "code",
      "source_file": "tests/connectors/test_incremental_sync.py",
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      "_origin": "ast",
      "id": "tests_connectors_test_incremental_sync_timestampconnector_init",
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      "norm_label": ".__init__()"
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    {
      "label": "Document",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "tests_connectors_test_incremental_sync_py_document",
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    },
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      "label": ".is_connected()",
      "file_type": "code",
      "source_file": "tests/connectors/test_incremental_sync.py",
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      "_origin": "ast",
      "id": "tests_connectors_test_incremental_sync_timestampconnector_is_connected",
      "community": 15,
      "norm_label": ".is_connected()"
    },
    {
      "label": ".disconnect()",
      "file_type": "code",
      "source_file": "tests/connectors/test_incremental_sync.py",
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      "_origin": "ast",
      "id": "tests_connectors_test_incremental_sync_timestampconnector_disconnect",
      "community": 15,
      "norm_label": ".disconnect()"
    },
    {
      "label": ".sync()",
      "file_type": "code",
      "source_file": "tests/connectors/test_incremental_sync.py",
      "source_location": "L40",
      "_origin": "ast",
      "id": "tests_connectors_test_incremental_sync_timestampconnector_sync",
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      "norm_label": ".sync()"
    },
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      "label": "datetime",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
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      "id": "tests_connectors_test_incremental_sync_py_datetime",
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      "label": ".sync_status()",
      "file_type": "code",
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      "id": "tests_connectors_test_incremental_sync_timestampconnector_sync_status",
      "community": 15,
      "norm_label": ".sync_status()"
    },
    {
      "label": "SyncStatus",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "tests_connectors_test_incremental_sync_py_syncstatus",
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      "file_type": "code",
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    },
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      "file_type": "code",
      "source_file": "tests/connectors/test_incremental_sync.py",
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      "file_type": "code",
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      "source_location": "",
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      "label": "test_source_id_derived_from_doc_id_prefix()",
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      "label": "test_last_synced_set_at_ingest()",
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      "label": "_StubEmbedder",
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      "label": "Build a Document with sensible defaults.",
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      "label": "A short document produces exactly one chunk that is retrievable.",
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      "label": "Ingesting the same doc_id a second time produces no new chunks.",
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      "norm_label": "ingesting the same doc_id a second time produces no new chunks."
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      "label": "Duplicate doc_ids within the same batch are deduplicated.",
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      "label": "A new IngestionPipeline instance loads existing doc_ids from the store.",
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      "label": "Deterministic in-test embedder that mimics the OllamaEmbedder surface.",
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      "label": "Pipeline writes float32 embedding bytes + model_version when embedder is set.",
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      "label": "Default pipeline leaves embedding NULL and embedding_model_version empty.",
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      "norm_label": "default pipeline leaves embedding null and embedding_model_version empty."
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      "label": "test_pipeline_attachments.py",
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      "norm_label": "document"
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      "label": "store()",
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      "norm_label": "store()"
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      "label": "Path",
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      "source_location": "",
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      "id": "tests_connectors_test_pipeline_attachments_py_path",
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      "norm_label": "path"
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      "label": "att_store()",
      "file_type": "code",
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      "norm_label": "att_store()"
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      "label": "pipeline()",
      "file_type": "code",
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      "id": "tests_connectors_test_pipeline_attachments_pipeline",
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      "norm_label": "pipeline()"
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      "label": "test_plain_text_attachment_indexed()",
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    {
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      "norm_label": "test_attachment_blob_stored()"
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      "label": "test_no_attachments_no_regression()",
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    {
      "label": "Tests for attachment processing in IngestionPipeline.",
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      "id": "tests_connectors_test_pipeline_attachments_rationale_1",
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      "norm_label": "tests for attachment processing in ingestionpipeline."
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    {
      "label": "Build a Document with sensible defaults.",
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      "source_file": "tests/connectors/test_pipeline_attachments.py",
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      "id": "tests_connectors_test_pipeline_attachments_rationale_21",
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      "norm_label": "build a document with sensible defaults."
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      "label": "Ingesting a doc with a text/plain attachment indexes the attachment text.",
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      "label": "The raw bytes of an attachment are persisted in the AttachmentStore.",
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      "norm_label": "the raw bytes of an attachment are persisted in the attachmentstore."
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    {
      "label": "Pipeline with attachment_store handles docs without attachments correctly.",
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      "label": "test_retriever.py",
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      "norm_label": "test_retriever.py"
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      "norm_label": "_has_torch()"
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      "norm_label": "store()"
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      "label": "Path",
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      "label": "retriever()",
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    {
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      "id": "tests_connectors_test_store_rationale_165",
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    },
    {
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      "id": "tests_connectors_test_store_rationale_206",
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      "norm_label": "clear() removes all stored documents."
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    {
      "label": "Extra metadata and thread_id are preserved in retrieval results.",
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      "id": "tests_connectors_test_store_rationale_221",
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    {
      "label": "URL field survives the store/retrieve round-trip.",
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    },
    {
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      "id": "tests_connectors_test_store_rationale_263",
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    {
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    },
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      "norm_label": "engine()"
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      "_origin": "ast",
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      "norm_label": "tests for syncengine \u2014 checkpoint/resume connector orchestration."
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      "label": "Minimal connector that replays a pre-built list of documents.",
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      "norm_label": "minimal connector that replays a pre-built list of documents."
    },
    {
      "label": "StubConnector yields 5 docs; all are ingested and retrievable.",
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      "_origin": "ast",
      "id": "tests_connectors_test_sync_engine_rationale_96",
      "community": 15,
      "norm_label": "stubconnector yields 5 docs; all are ingested and retrievable."
    },
    {
      "label": "After a sync, get_checkpoint returns the correct items_synced count.",
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      "source_file": "tests/connectors/test_sync_engine.py",
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      "_origin": "ast",
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      "community": 15,
      "norm_label": "after a sync, get_checkpoint returns the correct items_synced count."
    },
    {
      "label": "get_checkpoint returns None for a connector that has never been synced.",
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      "norm_label": "get_checkpoint returns none for a connector that has never been synced."
    },
    {
      "label": "Two connectors with different sources can be filtered independently.",
      "file_type": "rationale",
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      "source_location": "L148",
      "_origin": "ast",
      "id": "tests_connectors_test_sync_engine_rationale_148",
      "community": 15,
      "norm_label": "two connectors with different sources can be filtered independently."
    },
    {
      "label": "test_weather.py",
      "file_type": "code",
      "source_file": "tests/connectors/test_weather.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_connectors_test_weather",
      "community": 310,
      "norm_label": "test_weather.py"
    },
    {
      "label": "test_weather_registered()",
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      "label": "TestNumericTolerance",
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      "community": 479,
      "norm_label": ".test_abs_tol_just_outside()"
    },
    {
      "label": "Tests for LifelongAgentBench benchmark.  Covers: - DB building and state comp",
      "file_type": "rationale",
      "source_file": "tests/evals/test_lifelong_agent.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_evals_test_lifelong_agent_rationale_1",
      "community": 353,
      "norm_label": "tests for lifelongagentbench benchmark.  covers: - db building and state comp"
    },
    {
      "label": "Single-shot scoring should include degradation warning.",
      "file_type": "rationale",
      "source_file": "tests/evals/test_lifelong_agent.py",
      "source_location": "L329",
      "_origin": "ast",
      "id": "tests_evals_test_lifelong_agent_rationale_329",
      "community": 454,
      "norm_label": "single-shot scoring should include degradation warning."
    },
    {
      "label": "KG tasks should be unscorable in single-shot mode.",
      "file_type": "rationale",
      "source_file": "tests/evals/test_lifelong_agent.py",
      "source_location": "L386",
      "_origin": "ast",
      "id": "tests_evals_test_lifelong_agent_rationale_386",
      "community": 244,
      "norm_label": "kg tasks should be unscorable in single-shot mode."
    },
    {
      "label": "Any KG single-shot scoring should return None, not False.",
      "file_type": "rationale",
      "source_file": "tests/evals/test_lifelong_agent.py",
      "source_location": "L395",
      "_origin": "ast",
      "id": "tests_evals_test_lifelong_agent_rationale_395",
      "community": 244,
      "norm_label": "any kg single-shot scoring should return none, not false."
    },
    {
      "label": "Dataset should provide create_task_env for multi-turn eval.",
      "file_type": "rationale",
      "source_file": "tests/evals/test_lifelong_agent.py",
      "source_location": "L627",
      "_origin": "ast",
      "id": "tests_evals_test_lifelong_agent_rationale_627",
      "community": 340,
      "norm_label": "dataset should provide create_task_env for multi-turn eval."
    },
    {
      "label": "DB environment should handle multi-turn SQL interaction.",
      "file_type": "rationale",
      "source_file": "tests/evals/test_lifelong_agent.py",
      "source_location": "L639",
      "_origin": "ast",
      "id": "tests_evals_test_lifelong_agent_rationale_639",
      "community": 155,
      "norm_label": "db environment should handle multi-turn sql interaction."
    },
    {
      "label": "DB environment should handle DML tasks.",
      "file_type": "rationale",
      "source_file": "tests/evals/test_lifelong_agent.py",
      "source_location": "L673",
      "_origin": "ast",
      "id": "tests_evals_test_lifelong_agent_rationale_673",
      "community": 155,
      "norm_label": "db environment should handle dml tasks."
    },
    {
      "label": "KG environment should simulate API calls from action_list.",
      "file_type": "rationale",
      "source_file": "tests/evals/test_lifelong_agent.py",
      "source_location": "L725",
      "_origin": "ast",
      "id": "tests_evals_test_lifelong_agent_rationale_725",
      "community": 244,
      "norm_label": "kg environment should simulate api calls from action_list."
    },
    {
      "label": "KG environment should also handle dict-format action_list.",
      "file_type": "rationale",
      "source_file": "tests/evals/test_lifelong_agent.py",
      "source_location": "L760",
      "_origin": "ast",
      "id": "tests_evals_test_lifelong_agent_rationale_760",
      "community": 244,
      "norm_label": "kg environment should also handle dict-format action_list."
    },
    {
      "label": "OS environment should fail loudly without Docker.",
      "file_type": "rationale",
      "source_file": "tests/evals/test_lifelong_agent.py",
      "source_location": "L825",
      "_origin": "ast",
      "id": "tests_evals_test_lifelong_agent_rationale_825",
      "community": 353,
      "norm_label": "os environment should fail loudly without docker."
    },
    {
      "label": "With no examples, record should be returned unchanged.",
      "file_type": "rationale",
      "source_file": "tests/evals/test_lifelong_agent.py",
      "source_location": "L895",
      "_origin": "ast",
      "id": "tests_evals_test_lifelong_agent_rationale_895",
      "community": 706,
      "norm_label": "with no examples, record should be returned unchanged."
    },
    {
      "label": "With examples, record should have examples prepended.",
      "file_type": "rationale",
      "source_file": "tests/evals/test_lifelong_agent.py",
      "source_location": "L912",
      "_origin": "ast",
      "id": "tests_evals_test_lifelong_agent_rationale_912",
      "community": 706,
      "norm_label": "with examples, record should have examples prepended."
    },
    {
      "label": "With full interaction history, should include multi-turn exchanges.",
      "file_type": "rationale",
      "source_file": "tests/evals/test_lifelong_agent.py",
      "source_location": "L931",
      "_origin": "ast",
      "id": "tests_evals_test_lifelong_agent_rationale_931",
      "community": 706,
      "norm_label": "with full interaction history, should include multi-turn exchanges."
    },
    {
      "label": "Runner should have a FIFO buffer size matching original default.",
      "file_type": "rationale",
      "source_file": "tests/evals/test_lifelong_agent.py",
      "source_location": "L962",
      "_origin": "ast",
      "id": "tests_evals_test_lifelong_agent_rationale_962",
      "community": 706,
      "norm_label": "runner should have a fifo buffer size matching original default."
    },
    {
      "label": "Scorer should handle Final Answer: #N format.",
      "file_type": "rationale",
      "source_file": "tests/evals/test_lifelong_agent.py",
      "source_location": "L975",
      "_origin": "ast",
      "id": "tests_evals_test_lifelong_agent_rationale_975",
      "community": 595,
      "norm_label": "scorer should handle final answer: #n format."
    },
    {
      "label": "Variable ref with no entity IDs should return the ref.",
      "file_type": "rationale",
      "source_file": "tests/evals/test_lifelong_agent.py",
      "source_location": "L983",
      "_origin": "ast",
      "id": "tests_evals_test_lifelong_agent_rationale_983",
      "community": 595,
      "norm_label": "variable ref with no entity ids should return the ref."
    },
    {
      "label": "KG environment should resolve variable references.",
      "file_type": "rationale",
      "source_file": "tests/evals/test_lifelong_agent.py",
      "source_location": "L988",
      "_origin": "ast",
      "id": "tests_evals_test_lifelong_agent_rationale_988",
      "community": 244,
      "norm_label": "kg environment should resolve variable references."
    },
    {
      "label": "Should handle 'Final Answer: Variable #2' format.",
      "file_type": "rationale",
      "source_file": "tests/evals/test_lifelong_agent.py",
      "source_location": "L1012",
      "_origin": "ast",
      "id": "tests_evals_test_lifelong_agent_rationale_1012",
      "community": 595,
      "norm_label": "should handle 'final answer: variable #2' format."
    },
    {
      "label": "Should parse original format: Act: bash\\\\n```bash\\\\n...\\\\n```",
      "file_type": "rationale",
      "source_file": "tests/evals/test_lifelong_agent.py",
      "source_location": "L1026",
      "_origin": "ast",
      "id": "tests_evals_test_lifelong_agent_rationale_1026",
      "community": 674,
      "norm_label": "should parse original format: act: bash\\\\n```bash\\\\n...\\\\n```"
    },
    {
      "label": "Should parse multiple Act: bash blocks.",
      "file_type": "rationale",
      "source_file": "tests/evals/test_lifelong_agent.py",
      "source_location": "L1032",
      "_origin": "ast",
      "id": "tests_evals_test_lifelong_agent_rationale_1032",
      "community": 674,
      "norm_label": "should parse multiple act: bash blocks."
    },
    {
      "label": "abs_tol=1e-6 should make very small values match zero.",
      "file_type": "rationale",
      "source_file": "tests/evals/test_lifelong_agent.py",
      "source_location": "L1091",
      "_origin": "ast",
      "id": "tests_evals_test_lifelong_agent_rationale_1091",
      "community": 479,
      "norm_label": "abs_tol=1e-6 should make very small values match zero."
    },
    {
      "label": "Values beyond abs_tol should not match.",
      "file_type": "rationale",
      "source_file": "tests/evals/test_lifelong_agent.py",
      "source_location": "L1096",
      "_origin": "ast",
      "id": "tests_evals_test_lifelong_agent_rationale_1096",
      "community": 479,
      "norm_label": "values beyond abs_tol should not match."
    },
    {
      "label": "test_loghub.py",
      "file_type": "code",
      "source_file": "tests/evals/test_loghub.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_evals_test_loghub",
      "community": 176,
      "norm_label": "test_loghub.py"
    },
    {
      "label": "TestLogHubDataset",
      "file_type": "code",
      "source_file": "tests/evals/test_loghub.py",
      "source_location": "L14",
      "_origin": "ast",
      "id": "tests_evals_test_loghub_testloghubdataset",
      "community": 176,
      "norm_label": "testloghubdataset"
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      "label": ".test_instantiation()",
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      "norm_label": ".test_instantiation()"
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      "label": ".test_has_required_methods()",
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      "_origin": "ast",
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      "norm_label": ".test_has_required_methods()"
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    {
      "label": "TestLogHubDatasetDetails",
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      "_origin": "ast",
      "id": "tests_evals_test_loghub_testloghubdatasetdetails",
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      "norm_label": "testloghubdatasetdetails"
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      "label": ".test_invalid_subset_raises()",
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      "norm_label": ".test_invalid_subset_raises()"
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      "label": ".test_session_mode_parsing()",
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      "norm_label": ".test_session_mode_parsing()"
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    {
      "label": "Path",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
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      "label": ".test_size_before_load()",
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      "norm_label": ".test_size_before_load()"
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      "label": "_mock_backend()",
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      "norm_label": "_mock_backend()"
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    {
      "label": "TestLogHubScorer",
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      "_origin": "ast",
      "id": "tests_evals_test_loghub_testloghubscorer",
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      "norm_label": "testloghubscorer"
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    {
      "label": ".test_instantiation()",
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      "_origin": "ast",
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      "norm_label": ".test_instantiation()"
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    {
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    {
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      "file_type": "code",
      "source_file": "tests/integration/test_integration_extended.py",
      "source_location": "L509",
      "_origin": "ast",
      "id": "tests_integration_test_integration_extended_testagentroutingmatrix_test_agent_emits_events",
      "community": 26,
      "norm_label": ".test_agent_emits_events()"
    },
    {
      "label": ".test_context_passing()",
      "file_type": "code",
      "source_file": "tests/integration/test_integration_extended.py",
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      "_origin": "ast",
      "id": "tests_integration_test_integration_extended_testagentroutingmatrix_test_context_passing",
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      "norm_label": ".test_context_passing()"
    },
    {
      "label": "Extended integration tests for new components (Phase 6+).",
      "file_type": "rationale",
      "source_file": "tests/integration/test_integration_extended.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_integration_test_integration_extended_rationale_1",
      "community": 26,
      "norm_label": "extended integration tests for new components (phase 6+)."
    },
    {
      "label": "Ensure agents and tools are registered.",
      "file_type": "rationale",
      "source_file": "tests/integration/test_integration_extended.py",
      "source_location": "L24",
      "_origin": "ast",
      "id": "tests_integration_test_integration_extended_rationale_24",
      "community": 26,
      "norm_label": "ensure agents and tools are registered."
    },
    {
      "label": "Create a mock engine returning a sequence of responses.",
      "file_type": "rationale",
      "source_file": "tests/integration/test_integration_extended.py",
      "source_location": "L46",
      "_origin": "ast",
      "id": "tests_integration_test_integration_extended_rationale_46",
      "community": 26,
      "norm_label": "create a mock engine returning a sequence of responses."
    },
    {
      "label": "End-to-end: ReAct agent with calculator tool.",
      "file_type": "rationale",
      "source_file": "tests/integration/test_integration_extended.py",
      "source_location": "L77",
      "_origin": "ast",
      "id": "tests_integration_test_integration_extended_rationale_77",
      "community": 26,
      "norm_label": "end-to-end: react agent with calculator tool."
    },
    {
      "label": "ReAct returns immediately when no tool use is needed.",
      "file_type": "rationale",
      "source_file": "tests/integration/test_integration_extended.py",
      "source_location": "L134",
      "_origin": "ast",
      "id": "tests_integration_test_integration_extended_rationale_134",
      "community": 26,
      "norm_label": "react returns immediately when no tool use is needed."
    },
    {
      "label": "Verify agent-level event chain through ReAct run.          INFERENCE_START/END",
      "file_type": "rationale",
      "source_file": "tests/integration/test_integration_extended.py",
      "source_location": "L147",
      "_origin": "ast",
      "id": "tests_integration_test_integration_extended_rationale_147",
      "community": 26,
      "norm_label": "verify agent-level event chain through react run.          inference_start/end"
    },
    {
      "label": "End-to-end: OpenHands agent with code execution.",
      "file_type": "rationale",
      "source_file": "tests/integration/test_integration_extended.py",
      "source_location": "L175",
      "_origin": "ast",
      "id": "tests_integration_test_integration_extended_rationale_175",
      "community": 26,
      "norm_label": "end-to-end: openhands agent with code execution."
    },
    {
      "label": "OpenHands returns directly when no code is needed.",
      "file_type": "rationale",
      "source_file": "tests/integration/test_integration_extended.py",
      "source_location": "L209",
      "_origin": "ast",
      "id": "tests_integration_test_integration_extended_rationale_209",
      "community": 26,
      "norm_label": "openhands returns directly when no code is needed."
    },
    {
      "label": "Verify event chain through OpenHands run.",
      "file_type": "rationale",
      "source_file": "tests/integration/test_integration_extended.py",
      "source_location": "L220",
      "_origin": "ast",
      "id": "tests_integration_test_integration_extended_rationale_220",
      "community": 26,
      "norm_label": "verify event chain through openhands run."
    },
    {
      "label": "MCP server + client with real tools.",
      "file_type": "rationale",
      "source_file": "tests/integration/test_integration_extended.py",
      "source_location": "L244",
      "_origin": "ast",
      "id": "tests_integration_test_integration_extended_rationale_244",
      "community": 21,
      "norm_label": "mcp server + client with real tools."
    },
    {
      "label": "Full lifecycle: init -> list -> call -> result.",
      "file_type": "rationale",
      "source_file": "tests/integration/test_integration_extended.py",
      "source_location": "L302",
      "_origin": "ast",
      "id": "tests_integration_test_integration_extended_rationale_302",
      "community": 21,
      "norm_label": "full lifecycle: init -> list -> call -> result."
    },
    {
      "label": "Same query through different mock engine configs.",
      "file_type": "rationale",
      "source_file": "tests/integration/test_integration_extended.py",
      "source_location": "L337",
      "_origin": "ast",
      "id": "tests_integration_test_integration_extended_rationale_337",
      "community": 26,
      "norm_label": "same query through different mock engine configs."
    },
    {
      "label": "All engines return the same result dict shape.",
      "file_type": "rationale",
      "source_file": "tests/integration/test_integration_extended.py",
      "source_location": "L340",
      "_origin": "ast",
      "id": "tests_integration_test_integration_extended_rationale_340",
      "community": 26,
      "norm_label": "all engines return the same result dict shape."
    },
    {
      "label": "Tool calling works regardless of engine mock.",
      "file_type": "rationale",
      "source_file": "tests/integration/test_integration_extended.py",
      "source_location": "L358",
      "_origin": "ast",
      "id": "tests_integration_test_integration_extended_rationale_358",
      "community": 26,
      "norm_label": "tool calling works regardless of engine mock."
    },
    {
      "label": "Index and retrieve across available backends.",
      "file_type": "rationale",
      "source_file": "tests/integration/test_integration_extended.py",
      "source_location": "L392",
      "_origin": "ast",
      "id": "tests_integration_test_integration_extended_rationale_392",
      "community": 26,
      "norm_label": "index and retrieve across available backends."
    },
    {
      "label": "All registered models have valid metadata.",
      "file_type": "rationale",
      "source_file": "tests/integration/test_integration_extended.py",
      "source_location": "L429",
      "_origin": "ast",
      "id": "tests_integration_test_integration_extended_rationale_429",
      "community": 26,
      "norm_label": "all registered models have valid metadata."
    },
    {
      "label": "Every model in catalog has required fields.",
      "file_type": "rationale",
      "source_file": "tests/integration/test_integration_extended.py",
      "source_location": "L432",
      "_origin": "ast",
      "id": "tests_integration_test_integration_extended_rationale_432",
      "community": 26,
      "norm_label": "every model in catalog has required fields."
    },
    {
      "label": "Every local model has at least one engine.",
      "file_type": "rationale",
      "source_file": "tests/integration/test_integration_extended.py",
      "source_location": "L444",
      "_origin": "ast",
      "id": "tests_integration_test_integration_extended_rationale_444",
      "community": 26,
      "norm_label": "every local model has at least one engine."
    },
    {
      "label": "All cloud models require an API key.",
      "file_type": "rationale",
      "source_file": "tests/integration/test_integration_extended.py",
      "source_location": "L454",
      "_origin": "ast",
      "id": "tests_integration_test_integration_extended_rationale_454",
      "community": 26,
      "norm_label": "all cloud models require an api key."
    },
    {
      "label": "Agents run consistently across different configurations.",
      "file_type": "rationale",
      "source_file": "tests/integration/test_integration_extended.py",
      "source_location": "L481",
      "_origin": "ast",
      "id": "tests_integration_test_integration_extended_rationale_481",
      "community": 26,
      "norm_label": "agents run consistently across different configurations."
    },
    {
      "label": "Agents accept and use AgentContext.",
      "file_type": "rationale",
      "source_file": "tests/integration/test_integration_extended.py",
      "source_location": "L529",
      "_origin": "ast",
      "id": "tests_integration_test_integration_extended_rationale_529",
      "community": 26,
      "norm_label": "agents accept and use agentcontext."
    },
    {
      "label": "test_minimax_cloud.py",
      "file_type": "code",
      "source_file": "tests/integration/test_minimax_cloud.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_integration_test_minimax_cloud",
      "community": 2,
      "norm_label": "test_minimax_cloud.py"
    },
    {
      "label": "TestMiniMaxCloudIntegration",
      "file_type": "code",
      "source_file": "tests/integration/test_minimax_cloud.py",
      "source_location": "L25",
      "_origin": "ast",
      "id": "tests_integration_test_minimax_cloud_testminimaxcloudintegration",
      "community": 51,
      "norm_label": "testminimaxcloudintegration"
    },
    {
      "label": ".engine()",
      "file_type": "code",
      "source_file": "tests/integration/test_minimax_cloud.py",
      "source_location": "L29",
      "_origin": "ast",
      "id": "tests_integration_test_minimax_cloud_testminimaxcloudintegration_engine",
      "community": 51,
      "norm_label": ".engine()"
    },
    {
      "label": "MonkeyPatch",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "tests_integration_test_minimax_cloud_py_monkeypatch",
      "community": 51,
      "norm_label": "monkeypatch"
    },
    {
      "label": ".test_m27_highspeed_basic_chat()",
      "file_type": "code",
      "source_file": "tests/integration/test_minimax_cloud.py",
      "source_location": "L40",
      "_origin": "ast",
      "id": "tests_integration_test_minimax_cloud_testminimaxcloudintegration_test_m27_highspeed_basic_chat",
      "community": 51,
      "norm_label": ".test_m27_highspeed_basic_chat()"
    },
    {
      "label": ".test_m27_highspeed_health()",
      "file_type": "code",
      "source_file": "tests/integration/test_minimax_cloud.py",
      "source_location": "L53",
      "_origin": "ast",
      "id": "tests_integration_test_minimax_cloud_testminimaxcloudintegration_test_m27_highspeed_health",
      "community": 51,
      "norm_label": ".test_m27_highspeed_health()"
    },
    {
      "label": ".test_m27_highspeed_list_models()",
      "file_type": "code",
      "source_file": "tests/integration/test_minimax_cloud.py",
      "source_location": "L57",
      "_origin": "ast",
      "id": "tests_integration_test_minimax_cloud_testminimaxcloudintegration_test_m27_highspeed_list_models",
      "community": 51,
      "norm_label": ".test_m27_highspeed_list_models()"
    },
    {
      "label": "Integration test for MiniMax cloud provider.  Requires MINIMAX_API_KEY environ",
      "file_type": "rationale",
      "source_file": "tests/integration/test_minimax_cloud.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_integration_test_minimax_cloud_rationale_1",
      "community": 2,
      "norm_label": "integration test for minimax cloud provider.  requires minimax_api_key environ"
    },
    {
      "label": "Live integration tests against MiniMax Cloud API.",
      "file_type": "rationale",
      "source_file": "tests/integration/test_minimax_cloud.py",
      "source_location": "L26",
      "_origin": "ast",
      "id": "tests_integration_test_minimax_cloud_rationale_26",
      "community": 51,
      "norm_label": "live integration tests against minimax cloud api."
    },
    {
      "label": "Send a simple message via M2.7-highspeed and verify non-empty response.",
      "file_type": "rationale",
      "source_file": "tests/integration/test_minimax_cloud.py",
      "source_location": "L41",
      "_origin": "ast",
      "id": "tests_integration_test_minimax_cloud_rationale_41",
      "community": 51,
      "norm_label": "send a simple message via m2.7-highspeed and verify non-empty response."
    },
    {
      "label": "Engine health should be True when MINIMAX_API_KEY is set.",
      "file_type": "rationale",
      "source_file": "tests/integration/test_minimax_cloud.py",
      "source_location": "L54",
      "_origin": "ast",
      "id": "tests_integration_test_minimax_cloud_rationale_54",
      "community": 51,
      "norm_label": "engine health should be true when minimax_api_key is set."
    },
    {
      "label": "MiniMax models should appear in list_models.",
      "file_type": "rationale",
      "source_file": "tests/integration/test_minimax_cloud.py",
      "source_location": "L58",
      "_origin": "ast",
      "id": "tests_integration_test_minimax_cloud_rationale_58",
      "community": 51,
      "norm_label": "minimax models should appear in list_models."
    },
    {
      "label": "tests/intelligence/__init__.py",
      "file_type": "code",
      "source_file": "tests/intelligence/__init__.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_intelligence_init",
      "community": 979,
      "norm_label": "tests/intelligence/__init__.py"
    },
    {
      "label": "test_model_catalog.py",
      "file_type": "code",
      "source_file": "tests/intelligence/test_model_catalog.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_intelligence_test_model_catalog",
      "community": 2,
      "norm_label": "test_model_catalog.py"
    },
    {
      "label": "TestRegisterBuiltinModels",
      "file_type": "code",
      "source_file": "tests/intelligence/test_model_catalog.py",
      "source_location": "L14",
      "_origin": "ast",
      "id": "tests_intelligence_test_model_catalog_testregisterbuiltinmodels",
      "community": 261,
      "norm_label": "testregisterbuiltinmodels"
    },
    {
      "label": ".test_registers_all()",
      "file_type": "code",
      "source_file": "tests/intelligence/test_model_catalog.py",
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      "_origin": "ast",
      "id": "tests_intelligence_test_model_catalog_testregisterbuiltinmodels_test_registers_all",
      "community": 261,
      "norm_label": ".test_registers_all()"
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    {
      "label": ".test_does_not_overwrite_existing()",
      "file_type": "code",
      "source_file": "tests/intelligence/test_model_catalog.py",
      "source_location": "L20",
      "_origin": "ast",
      "id": "tests_intelligence_test_model_catalog_testregisterbuiltinmodels_test_does_not_overwrite_existing",
      "community": 261,
      "norm_label": ".test_does_not_overwrite_existing()"
    },
    {
      "label": ".test_builtins_have_required_fields()",
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      "source_file": "tests/intelligence/test_model_catalog.py",
      "source_location": "L31",
      "_origin": "ast",
      "id": "tests_intelligence_test_model_catalog_testregisterbuiltinmodels_test_builtins_have_required_fields",
      "community": 261,
      "norm_label": ".test_builtins_have_required_fields()"
    },
    {
      "label": "TestMergeDiscoveredModels",
      "file_type": "code",
      "source_file": "tests/intelligence/test_model_catalog.py",
      "source_location": "L38",
      "_origin": "ast",
      "id": "tests_intelligence_test_model_catalog_testmergediscoveredmodels",
      "community": 261,
      "norm_label": "testmergediscoveredmodels"
    },
    {
      "label": ".test_merge_new_model()",
      "file_type": "code",
      "source_file": "tests/intelligence/test_model_catalog.py",
      "source_location": "L39",
      "_origin": "ast",
      "id": "tests_intelligence_test_model_catalog_testmergediscoveredmodels_test_merge_new_model",
      "community": 261,
      "norm_label": ".test_merge_new_model()"
    },
    {
      "label": ".test_merge_existing_not_overwritten()",
      "file_type": "code",
      "source_file": "tests/intelligence/test_model_catalog.py",
      "source_location": "L45",
      "_origin": "ast",
      "id": "tests_intelligence_test_model_catalog_testmergediscoveredmodels_test_merge_existing_not_overwritten",
      "community": 16,
      "norm_label": ".test_merge_existing_not_overwritten()"
    },
    {
      "label": "Tests for the built-in model catalog.",
      "file_type": "rationale",
      "source_file": "tests/intelligence/test_model_catalog.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_intelligence_test_model_catalog_rationale_1",
      "community": 2,
      "norm_label": "tests for the built-in model catalog."
    },
    {
      "label": "test_model_catalog_extended.py",
      "file_type": "code",
      "source_file": "tests/intelligence/test_model_catalog_extended.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_intelligence_test_model_catalog_extended",
      "community": 114,
      "norm_label": "test_model_catalog_extended.py"
    },
    {
      "label": "_get_spec()",
      "file_type": "code",
      "source_file": "tests/intelligence/test_model_catalog_extended.py",
      "source_location": "L20",
      "_origin": "ast",
      "id": "tests_intelligence_test_model_catalog_extended_get_spec",
      "community": 114,
      "norm_label": "_get_spec()"
    },
    {
      "label": "ModelSpec",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "_origin": "ast",
      "id": "tests_intelligence_test_model_catalog_extended_py_modelspec",
      "community": 114,
      "norm_label": "modelspec"
    },
    {
      "label": "TestLocalModelSpecs",
      "file_type": "code",
      "source_file": "tests/intelligence/test_model_catalog_extended.py",
      "source_location": "L33",
      "_origin": "ast",
      "id": "tests_intelligence_test_model_catalog_extended_testlocalmodelspecs",
      "community": 114,
      "norm_label": "testlocalmodelspecs"
    },
    {
      "label": ".test_gpt_oss_120b_model_id()",
      "file_type": "code",
      "source_file": "tests/intelligence/test_model_catalog_extended.py",
      "source_location": "L36",
      "_origin": "ast",
      "id": "tests_intelligence_test_model_catalog_extended_testlocalmodelspecs_test_gpt_oss_120b_model_id",
      "community": 114,
      "norm_label": ".test_gpt_oss_120b_model_id()"
    },
    {
      "label": ".test_gpt_oss_120b_params()",
      "file_type": "code",
      "source_file": "tests/intelligence/test_model_catalog_extended.py",
      "source_location": "L40",
      "_origin": "ast",
      "id": "tests_intelligence_test_model_catalog_extended_testlocalmodelspecs_test_gpt_oss_120b_params",
      "community": 114,
      "norm_label": ".test_gpt_oss_120b_params()"
    },
    {
      "label": ".test_gpt_oss_120b_context()",
      "file_type": "code",
      "source_file": "tests/intelligence/test_model_catalog_extended.py",
      "source_location": "L45",
      "_origin": "ast",
      "id": "tests_intelligence_test_model_catalog_extended_testlocalmodelspecs_test_gpt_oss_120b_context",
      "community": 114,
      "norm_label": ".test_gpt_oss_120b_context()"
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    {
      "label": ".test_gpt_oss_120b_engines()",
      "file_type": "code",
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      "source_location": "L49",
      "_origin": "ast",
      "id": "tests_intelligence_test_model_catalog_extended_testlocalmodelspecs_test_gpt_oss_120b_engines",
      "community": 114,
      "norm_label": ".test_gpt_oss_120b_engines()"
    },
    {
      "label": ".test_gpt_oss_120b_architecture()",
      "file_type": "code",
      "source_file": "tests/intelligence/test_model_catalog_extended.py",
      "source_location": "L54",
      "_origin": "ast",
      "id": "tests_intelligence_test_model_catalog_extended_testlocalmodelspecs_test_gpt_oss_120b_architecture",
      "community": 114,
      "norm_label": ".test_gpt_oss_120b_architecture()"
    },
    {
      "label": ".test_qwen3_8b_model_id()",
      "file_type": "code",
      "source_file": "tests/intelligence/test_model_catalog_extended.py",
      "source_location": "L58",
      "_origin": "ast",
      "id": "tests_intelligence_test_model_catalog_extended_testlocalmodelspecs_test_qwen3_8b_model_id",
      "community": 114,
      "norm_label": ".test_qwen3_8b_model_id()"
    },
    {
      "label": ".test_qwen3_8b_params()",
      "file_type": "code",
      "source_file": "tests/intelligence/test_model_catalog_extended.py",
      "source_location": "L62",
      "_origin": "ast",
      "id": "tests_intelligence_test_model_catalog_extended_testlocalmodelspecs_test_qwen3_8b_params",
      "community": 114,
      "norm_label": ".test_qwen3_8b_params()"
    },
    {
      "label": ".test_qwen3_8b_context()",
      "file_type": "code",
      "source_file": "tests/intelligence/test_model_catalog_extended.py",
      "source_location": "L66",
      "_origin": "ast",
      "id": "tests_intelligence_test_model_catalog_extended_testlocalmodelspecs_test_qwen3_8b_context",
      "community": 114,
      "norm_label": ".test_qwen3_8b_context()"
    },
    {
      "label": ".test_qwen3_8b_engines()",
      "file_type": "code",
      "source_file": "tests/intelligence/test_model_catalog_extended.py",
      "source_location": "L70",
      "_origin": "ast",
      "id": "tests_intelligence_test_model_catalog_extended_testlocalmodelspecs_test_qwen3_8b_engines",
      "community": 114,
      "norm_label": ".test_qwen3_8b_engines()"
    },
    {
      "label": ".test_qwen3_8b_architecture()",
      "file_type": "code",
      "source_file": "tests/intelligence/test_model_catalog_extended.py",
      "source_location": "L75",
      "_origin": "ast",
      "id": "tests_intelligence_test_model_catalog_extended_testlocalmodelspecs_test_qwen3_8b_architecture",
      "community": 114,
      "norm_label": ".test_qwen3_8b_architecture()"
    },
    {
      "label": ".test_glm_47_flash_params()",
      "file_type": "code",
      "source_file": "tests/intelligence/test_model_catalog_extended.py",
      "source_location": "L79",
      "_origin": "ast",
      "id": "tests_intelligence_test_model_catalog_extended_testlocalmodelspecs_test_glm_47_flash_params",
      "community": 114,
      "norm_label": ".test_glm_47_flash_params()"
    },
    {
      "label": ".test_glm_47_flash_context()",
      "file_type": "code",
      "source_file": "tests/intelligence/test_model_catalog_extended.py",
      "source_location": "L84",
      "_origin": "ast",
      "id": "tests_intelligence_test_model_catalog_extended_testlocalmodelspecs_test_glm_47_flash_context",
      "community": 114,
      "norm_label": ".test_glm_47_flash_context()"
    },
    {
      "label": ".test_glm_47_flash_engines()",
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      "norm_label": "config with 'command' + 'args' should create stdiotransport."
    },
    {
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      "norm_label": ".test_one_server_failure_doesnt_abort_others()"
    },
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      "label": "Regression tests for openjarvis.mcp.loader.load_mcp_tools_from_config.  Closes",
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      "source_file": "tests/mcp/test_loader.py",
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      "norm_label": "build a duck-typed mcpconfig with enabled flag + servers json."
    },
    {
      "label": "Patch MCPClient / transports / MCPToolProvider so no real I/O happens.",
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    },
    {
      "label": "Regression for #461 \u2014 token in cfg \u2192 StreamableHTTPTransport(token=...).",
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      "norm_label": "regression for #461 \u2014 token in cfg \u2192 streamablehttptransport(token=...)."
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      "label": "Missing token in cfg \u2192 token=None (not 'undefined' or KeyError).",
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      "norm_label": "missing token in cfg \u2192 token=none (not 'undefined' or keyerror)."
    },
    {
      "label": "StdioTransport doesn't take a token (unix-socket auth is OOB).",
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      "community": 230,
      "norm_label": "stdiotransport doesn't take a token (unix-socket auth is oob)."
    },
    {
      "label": "allowed_names limits the returned tools to that set.",
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      "source_location": "L139",
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      "norm_label": "allowed_names limits the returned tools to that set."
    },
    {
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      "norm_label": "per-server include_tools restricts to just those names."
    },
    {
      "label": "Per-server exclude_tools drops the named tools.",
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      "community": 230,
      "norm_label": "per-server exclude_tools drops the named tools."
    },
    {
      "label": "Critical lifetime contract \u2014 caller must hold `clients` so         the transpor",
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    {
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    {
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    },
    {
      "label": "Create an MCP client with the given tool instances.",
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    {
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    {
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      "norm_label": ".test_system_builder_discovers_skills()"
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      "source_file": "tests/skills/test_integration_live.py",
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      "label": "A .source file in the skill directory promotes its source field         into ma",
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    },
    {
      "label": "Tests for SkillManager \u2014 discovery, catalog, tools, and resolve.",
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      "source_location": "L1",
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      "id": "tests_skills_test_manager_rationale_1",
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      "norm_label": "tests for skillmanager \u2014 discovery, catalog, tools, and resolve."
    },
    {
      "label": "discover() loads skills from a single directory.",
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      "id": "tests_skills_test_manager_rationale_58",
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      "norm_label": "discover() loads skills from a single directory."
    },
    {
      "label": "First path (workspace) wins when the same name appears in multiple dirs.",
      "file_type": "rationale",
      "source_file": "tests/skills/test_manager.py",
      "source_location": "L70",
      "_origin": "ast",
      "id": "tests_skills_test_manager_rationale_70",
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      "norm_label": "first path (workspace) wins when the same name appears in multiple dirs."
    },
    {
      "label": "discover() does not raise on an empty directory.",
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      "source_file": "tests/skills/test_manager.py",
      "source_location": "L88",
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      "id": "tests_skills_test_manager_rationale_88",
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      "norm_label": "discover() does not raise on an empty directory."
    },
    {
      "label": "discover() silently skips paths that do not exist.",
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      "id": "tests_skills_test_manager_rationale_94",
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      "norm_label": "discover() silently skips paths that do not exist."
    },
    {
      "label": "Skills from all directories are accumulated (modulo precedence).",
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      "id": "tests_skills_test_manager_rationale_100",
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      "norm_label": "skills from all directories are accumulated (modulo precedence)."
    },
    {
      "label": "get_catalog_xml() includes discovered skill names.",
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      "source_file": "tests/skills/test_manager.py",
      "source_location": "L124",
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      "id": "tests_skills_test_manager_rationale_124",
      "community": 9,
      "norm_label": "get_catalog_xml() includes discovered skill names."
    },
    {
      "label": "get_catalog_xml() returns a well-formed empty block when no skills loaded.",
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      "id": "tests_skills_test_manager_rationale_135",
      "community": 9,
      "norm_label": "get_catalog_xml() returns a well-formed empty block when no skills loaded."
    },
    {
      "label": "Skills with disable_model_invocation=true are excluded from the catalog.",
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      "_origin": "ast",
      "id": "tests_skills_test_manager_rationale_142",
      "community": 9,
      "norm_label": "skills with disable_model_invocation=true are excluded from the catalog."
    },
    {
      "label": "Descriptions with XML-special chars are escaped in the catalog.",
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      "source_location": "L163",
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      "id": "tests_skills_test_manager_rationale_163",
      "community": 9,
      "norm_label": "descriptions with xml-special chars are escaped in the catalog."
    },
    {
      "label": "Catalog includes user_invocable skills and excludes model-disabled ones.",
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      "source_file": "tests/skills/test_manager.py",
      "source_location": "L186",
      "_origin": "ast",
      "id": "tests_skills_test_manager_rationale_186",
      "community": 9,
      "norm_label": "catalog includes user_invocable skills and excludes model-disabled ones."
    },
    {
      "label": "get_skill_tools() returns a list of BaseTool instances.",
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      "id": "tests_skills_test_manager_rationale_216",
      "community": 9,
      "norm_label": "get_skill_tools() returns a list of basetool instances."
    },
    {
      "label": "get_skill_tools() accepts an optional tool_executor keyword argument.",
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      "source_location": "L229",
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      "id": "tests_skills_test_manager_rationale_229",
      "community": 9,
      "norm_label": "get_skill_tools() accepts an optional tool_executor keyword argument."
    },
    {
      "label": "get_skill_tools() returns an empty list when no skills are loaded.",
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      "source_file": "tests/skills/test_manager.py",
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      "id": "tests_skills_test_manager_rationale_241",
      "community": 9,
      "norm_label": "get_skill_tools() returns an empty list when no skills are loaded."
    },
    {
      "label": "Each SkillTool has a name prefixed with 'skill_'.",
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      "source_location": "L247",
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      "norm_label": "each skilltool has a name prefixed with 'skill_'."
    },
    {
      "label": "resolve() returns the SkillManifest for a known skill name.",
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      "id": "tests_skills_test_manager_rationale_264",
      "community": 9,
      "norm_label": "resolve() returns the skillmanifest for a known skill name."
    },
    {
      "label": "resolve() raises KeyError for an unknown skill name.",
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      "source_file": "tests/skills/test_manager.py",
      "source_location": "L274",
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      "id": "tests_skills_test_manager_rationale_274",
      "community": 9,
      "norm_label": "resolve() raises keyerror for an unknown skill name."
    },
    {
      "label": "resolve() works correctly after calling discover() multiple times.",
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      "id": "tests_skills_test_manager_rationale_280",
      "community": 9,
      "norm_label": "resolve() works correctly after calling discover() multiple times."
    },
    {
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      "id": "tests_skills_test_manager_rationale_299",
      "community": 9,
      "norm_label": "skillmanager.discover() finds skills in <source>/<name>/ layout."
    },
    {
      "label": "Both flat ./<name>/ and ./<source>/<name>/ are discovered.",
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      "community": 9,
      "norm_label": "both flat ./<name>/ and ./<source>/<name>/ are discovered."
    },
    {
      "label": "When an overlay exists, the optimized description replaces         the manifest",
      "file_type": "rationale",
      "source_file": "tests/skills/test_manager.py",
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      "id": "tests_skills_test_manager_rationale_345",
      "community": 9,
      "norm_label": "when an overlay exists, the optimized description replaces         the manifest"
    },
    {
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      "norm_label": "plan 2a i1 fix: skillmanager picks up overlay_dir from         cfg.learning.ski"
    },
    {
      "label": "Plan 2A I2 fix: discover() with no paths still applies overlays         to skil",
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      "source_file": "tests/skills/test_manager.py",
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      "_origin": "ast",
      "id": "tests_skills_test_manager_rationale_488",
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      "norm_label": "plan 2a i2 fix: discover() with no paths still applies overlays         to skil"
    },
    {
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      "source_location": "L99",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_amd_rationale_99",
      "community": 58,
      "norm_label": "acc_start=1000, acc_end=2000, resolution=15.3 =>         delta=1000 * 15.3 = 15"
    },
    {
      "label": "When no AMD GPUs present, sample yields empty result.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_amd.py",
      "source_location": "L149",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_amd_rationale_149",
      "community": 58,
      "norm_label": "when no amd gpus present, sample yields empty result."
    },
    {
      "label": "test_energy_apple.py",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_apple.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_apple",
      "community": 248,
      "norm_label": "test_energy_apple.py"
    },
    {
      "label": "_make_fake_zeus()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_apple.py",
      "source_location": "L20",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_apple_make_fake_zeus",
      "community": 248,
      "norm_label": "_make_fake_zeus()"
    },
    {
      "label": "TestAvailable",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_apple.py",
      "source_location": "L43",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_apple_testavailable",
      "community": 248,
      "norm_label": "testavailable"
    },
    {
      "label": ".test_available_false_on_non_darwin()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_apple.py",
      "source_location": "L44",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_apple_testavailable_test_available_false_on_non_darwin",
      "community": 248,
      "norm_label": ".test_available_false_on_non_darwin()"
    },
    {
      "label": ".test_available_true_without_zeus()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_apple.py",
      "source_location": "L50",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_apple_testavailable_test_available_true_without_zeus",
      "community": 248,
      "norm_label": ".test_available_true_without_zeus()"
    },
    {
      "label": "TestEnergyMethod",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_apple.py",
      "source_location": "L74",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_apple_testenergymethod",
      "community": 248,
      "norm_label": "testenergymethod"
    },
    {
      "label": ".test_returns_zeus()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_apple.py",
      "source_location": "L75",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_apple_testenergymethod_test_returns_zeus",
      "community": 248,
      "norm_label": ".test_returns_zeus()"
    },
    {
      "label": "TestSampleComponentBreakdown",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_apple.py",
      "source_location": "L88",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_apple_testsamplecomponentbreakdown",
      "community": 248,
      "norm_label": "testsamplecomponentbreakdown"
    },
    {
      "label": ".test_component_energy_extraction()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_apple.py",
      "source_location": "L89",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_apple_testsamplecomponentbreakdown_test_component_energy_extraction",
      "community": 248,
      "norm_label": ".test_component_energy_extraction()"
    },
    {
      "label": ".test_total_energy_is_sum_of_components()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_apple.py",
      "source_location": "L121",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_apple_testsamplecomponentbreakdown_test_total_energy_is_sum_of_components",
      "community": 248,
      "norm_label": ".test_total_energy_is_sum_of_components()"
    },
    {
      "label": "TestSampleUninitialized",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_apple.py",
      "source_location": "L153",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_apple_testsampleuninitialized",
      "community": 248,
      "norm_label": "testsampleuninitialized"
    },
    {
      "label": ".test_uninitialized_monitor_empty_result()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_apple.py",
      "source_location": "L154",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_apple_testsampleuninitialized_test_uninitialized_monitor_empty_result",
      "community": 248,
      "norm_label": ".test_uninitialized_monitor_empty_result()"
    },
    {
      "label": "Tests for AppleEnergyMonitor -- mock zeus (no real Apple Silicon required).",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_apple.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_apple_rationale_1",
      "community": 248,
      "norm_label": "tests for appleenergymonitor -- mock zeus (no real apple silicon required)."
    },
    {
      "label": "Return a fake zeus.device.soc.apple module with AppleSiliconMonitor.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_apple.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_apple_rationale_21",
      "community": 248,
      "norm_label": "return a fake zeus.device.soc.apple module with applesiliconmonitor."
    },
    {
      "label": "Monitor is available on Apple Silicon even without Zeus.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_apple.py",
      "source_location": "L51",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_apple_rationale_51",
      "community": 248,
      "norm_label": "monitor is available on apple silicon even without zeus."
    },
    {
      "label": "Mock begin_window/end_window and verify cpu/gpu/dram/ane extraction.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_apple.py",
      "source_location": "L90",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_apple_rationale_90",
      "community": 248,
      "norm_label": "mock begin_window/end_window and verify cpu/gpu/dram/ane extraction."
    },
    {
      "label": "total = cpu + gpu + dram + ane.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_apple.py",
      "source_location": "L122",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_apple_rationale_122",
      "community": 248,
      "norm_label": "total = cpu + gpu + dram + ane."
    },
    {
      "label": "When monitor is not initialized, sample yields empty result.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_apple.py",
      "source_location": "L155",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_apple_rationale_155",
      "community": 248,
      "norm_label": "when monitor is not initialized, sample yields empty result."
    },
    {
      "label": "test_energy_monitor.py",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_monitor.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_monitor",
      "community": 35,
      "norm_label": "test_energy_monitor.py"
    },
    {
      "label": "TestEnergySample",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_monitor.py",
      "source_location": "L21",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_monitor_testenergysample",
      "community": 35,
      "norm_label": "testenergysample"
    },
    {
      "label": ".test_default_field_values()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_monitor.py",
      "source_location": "L22",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_monitor_testenergysample_test_default_field_values",
      "community": 35,
      "norm_label": ".test_default_field_values()"
    },
    {
      "label": "TestEnergyVendor",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_monitor.py",
      "source_location": "L50",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_monitor_testenergyvendor",
      "community": 35,
      "norm_label": "testenergyvendor"
    },
    {
      "label": ".test_enum_values()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_monitor.py",
      "source_location": "L51",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_monitor_testenergyvendor_test_enum_values",
      "community": 35,
      "norm_label": ".test_enum_values()"
    },
    {
      "label": ".test_enum_is_str()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_monitor.py",
      "source_location": "L57",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_monitor_testenergyvendor_test_enum_is_str",
      "community": 35,
      "norm_label": ".test_enum_is_str()"
    },
    {
      "label": "TestEnergyMonitorABC",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_monitor.py",
      "source_location": "L67",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_monitor_testenergymonitorabc",
      "community": 35,
      "norm_label": "testenergymonitorabc"
    },
    {
      "label": ".test_cannot_instantiate_abstract()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_monitor.py",
      "source_location": "L68",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_monitor_testenergymonitorabc_test_cannot_instantiate_abstract",
      "community": 35,
      "norm_label": ".test_cannot_instantiate_abstract()"
    },
    {
      "label": "TestCreateEnergyMonitor",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_monitor.py",
      "source_location": "L78",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_monitor_testcreateenergymonitor",
      "community": 35,
      "norm_label": "testcreateenergymonitor"
    },
    {
      "label": ".test_returns_none_when_nothing_available()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_monitor.py",
      "source_location": "L79",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_monitor_testcreateenergymonitor_test_returns_none_when_nothing_available",
      "community": 35,
      "norm_label": ".test_returns_none_when_nothing_available()"
    },
    {
      "label": ".test_prefer_vendor_parameter()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_monitor.py",
      "source_location": "L101",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_monitor_testcreateenergymonitor_test_prefer_vendor_parameter",
      "community": 35,
      "norm_label": ".test_prefer_vendor_parameter()"
    },
    {
      "label": ".test_detection_order_nvidia_first()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_monitor.py",
      "source_location": "L129",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_monitor_testcreateenergymonitor_test_detection_order_nvidia_first",
      "community": 35,
      "norm_label": ".test_detection_order_nvidia_first()"
    },
    {
      "label": ".test_detection_order_falls_through()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_monitor.py",
      "source_location": "L167",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_monitor_testcreateenergymonitor_test_detection_order_falls_through",
      "community": 35,
      "norm_label": ".test_detection_order_falls_through()"
    },
    {
      "label": ".test_prefer_vendor_tried_first_then_default_order()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_monitor.py",
      "source_location": "L204",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_monitor_testcreateenergymonitor_test_prefer_vendor_tried_first_then_default_order",
      "community": 35,
      "norm_label": ".test_prefer_vendor_tried_first_then_default_order()"
    },
    {
      "label": "Tests for EnergyMonitor ABC, EnergySample, EnergyVendor, and factory.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_monitor.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_monitor_rationale_1",
      "community": 35,
      "norm_label": "tests for energymonitor abc, energysample, energyvendor, and factory."
    },
    {
      "label": "When prefer_vendor is set, that vendor is tried first.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_monitor.py",
      "source_location": "L102",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_monitor_rationale_102",
      "community": 35,
      "norm_label": "when prefer_vendor is set, that vendor is tried first."
    },
    {
      "label": "Default order: NVIDIA is tried before AMD.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_monitor.py",
      "source_location": "L130",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_monitor_rationale_130",
      "community": 35,
      "norm_label": "default order: nvidia is tried before amd."
    },
    {
      "label": "When NVIDIA unavailable, AMD is tried next.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_monitor.py",
      "source_location": "L168",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_monitor_rationale_168",
      "community": 35,
      "norm_label": "when nvidia unavailable, amd is tried next."
    },
    {
      "label": "prefer_vendor=cpu_rapl puts RAPL first, then NVIDIA > AMD > Apple.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_monitor.py",
      "source_location": "L205",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_monitor_rationale_205",
      "community": 35,
      "norm_label": "prefer_vendor=cpu_rapl puts rapl first, then nvidia > amd > apple."
    },
    {
      "label": "test_energy_nvidia.py",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_nvidia.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_nvidia",
      "community": 58,
      "norm_label": "test_energy_nvidia.py"
    },
    {
      "label": "_FakeUtilization",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_nvidia.py",
      "source_location": "L26",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_nvidia_fakeutilization",
      "community": 58,
      "norm_label": "_fakeutilization"
    },
    {
      "label": "_FakeMemInfo",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_nvidia.py",
      "source_location": "L32",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_nvidia_fakememinfo",
      "community": 58,
      "norm_label": "_fakememinfo"
    },
    {
      "label": "_make_fake_pynvml()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_nvidia.py",
      "source_location": "L38",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_nvidia_make_fake_pynvml",
      "community": 58,
      "norm_label": "_make_fake_pynvml()"
    },
    {
      "label": "_install_fake_pynvml()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_nvidia.py",
      "source_location": "L55",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_nvidia_install_fake_pynvml",
      "community": 58,
      "norm_label": "_install_fake_pynvml()"
    },
    {
      "label": "TestAvailable",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_nvidia.py",
      "source_location": "L66",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_nvidia_testavailable",
      "community": 58,
      "norm_label": "testavailable"
    },
    {
      "label": ".test_available_true_when_pynvml_works()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_nvidia.py",
      "source_location": "L67",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_nvidia_testavailable_test_available_true_when_pynvml_works",
      "community": 58,
      "norm_label": ".test_available_true_when_pynvml_works()"
    },
    {
      "label": ".test_available_false_when_pynvml_not_importable()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_nvidia.py",
      "source_location": "L83",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_nvidia_testavailable_test_available_false_when_pynvml_not_importable",
      "community": 58,
      "norm_label": ".test_available_false_when_pynvml_not_importable()"
    },
    {
      "label": "TestHwCounterProbe",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_nvidia.py",
      "source_location": "L96",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_nvidia_testhwcounterprobe",
      "community": 58,
      "norm_label": "testhwcounterprobe"
    },
    {
      "label": ".test_probe_succeeds_on_volta_plus()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_nvidia.py",
      "source_location": "L97",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_nvidia_testhwcounterprobe_test_probe_succeeds_on_volta_plus",
      "community": 58,
      "norm_label": ".test_probe_succeeds_on_volta_plus()"
    },
    {
      "label": ".test_probe_fails_on_pre_volta()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_nvidia.py",
      "source_location": "L115",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_nvidia_testhwcounterprobe_test_probe_fails_on_pre_volta",
      "community": 58,
      "norm_label": ".test_probe_fails_on_pre_volta()"
    },
    {
      "label": "TestEnergyMethod",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_nvidia.py",
      "source_location": "L140",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_nvidia_testenergymethod",
      "community": 58,
      "norm_label": "testenergymethod"
    },
    {
      "label": ".test_returns_hw_counter_when_available()",
      "file_type": "code",
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      "source_location": "L141",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_nvidia_testenergymethod_test_returns_hw_counter_when_available",
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      "norm_label": ".test_returns_hw_counter_when_available()"
    },
    {
      "label": ".test_returns_polling_when_no_hw_counter()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_nvidia.py",
      "source_location": "L156",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_nvidia_testenergymethod_test_returns_polling_when_no_hw_counter",
      "community": 58,
      "norm_label": ".test_returns_polling_when_no_hw_counter()"
    },
    {
      "label": "TestSampleHwCounters",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_nvidia.py",
      "source_location": "L180",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_nvidia_testsamplehwcounters",
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    {
      "label": ".test_hw_counter_delta_math()",
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      "source_location": "L181",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_nvidia_testsamplehwcounters_test_hw_counter_delta_math",
      "community": 58,
      "norm_label": ".test_hw_counter_delta_math()"
    },
    {
      "label": "TestSamplePolling",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_nvidia.py",
      "source_location": "L237",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_nvidia_testsamplepolling",
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      "norm_label": "testsamplepolling"
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    {
      "label": ".test_polling_trapezoidal_integration()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_nvidia.py",
      "source_location": "L238",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_nvidia_testsamplepolling_test_polling_trapezoidal_integration",
      "community": 58,
      "norm_label": ".test_polling_trapezoidal_integration()"
    },
    {
      "label": "TestSampleMultiGpu",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_nvidia.py",
      "source_location": "L273",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_nvidia_testsamplemultigpu",
      "community": 58,
      "norm_label": "testsamplemultigpu"
    },
    {
      "label": ".test_multi_gpu_hw_counter()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_nvidia.py",
      "source_location": "L274",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_nvidia_testsamplemultigpu_test_multi_gpu_hw_counter",
      "community": 58,
      "norm_label": ".test_multi_gpu_hw_counter()"
    },
    {
      "label": "TestSampleNoDevices",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_nvidia.py",
      "source_location": "L319",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_nvidia_testsamplenodevices",
      "community": 58,
      "norm_label": "testsamplenodevices"
    },
    {
      "label": ".test_no_devices_empty_result()",
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      "id": "tests_telemetry_test_energy_wiring_testinstrumentedengineenergy_test_energy_monitor_sample_called",
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      "norm_label": ".test_energy_monitor_sample_called()"
    },
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      "label": ".test_energy_data_injected_into_result()",
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      "id": "tests_telemetry_test_energy_wiring_testinstrumentedengineenergy_test_energy_data_injected_into_result",
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      "label": ".test_no_energy_monitor_still_works()",
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      "id": "tests_telemetry_test_energy_wiring_testinstrumentedengineenergy_test_energy_monitor_failure_graceful",
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      "norm_label": ".test_energy_monitor_failure_graceful()"
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    {
      "label": "TestBenchWiring",
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      "label": ".test_no_energy_monitor_when_gpu_metrics_off()",
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    },
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      "label": "_populate_energy_db()",
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      "source_location": "",
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    },
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      "label": "_patch_telemetry_config()",
      "file_type": "code",
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    },
    {
      "label": "TestTelemetryStatsEnergy",
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      "id": "tests_telemetry_test_energy_wiring_testtelemetrystatsenergy",
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      "norm_label": "testtelemetrystatsenergy"
    },
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      "label": ".test_energy_columns_in_stats()",
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      "id": "tests_telemetry_test_energy_wiring_testtelemetrystatsenergy_test_energy_columns_in_stats",
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      "norm_label": ".test_energy_columns_in_stats()"
    },
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      "label": ".test_no_energy_columns_when_no_energy_data()",
      "file_type": "code",
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      "id": "tests_telemetry_test_energy_wiring_testtelemetrystatsenergy_test_no_energy_columns_when_no_energy_data",
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    },
    {
      "label": ".test_export_includes_energy_fields()",
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      "id": "tests_telemetry_test_energy_wiring_testtelemetrystatsenergy_test_export_includes_energy_fields",
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    {
      "label": ".test_csv_export_has_energy_headers()",
      "file_type": "code",
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      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_testtelemetrystatsenergy_test_csv_export_has_energy_headers",
      "community": 656,
      "norm_label": ".test_csv_export_has_energy_headers()"
    },
    {
      "label": "TestAggregatorEnergy",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L813",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_testaggregatorenergy",
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      "norm_label": "testaggregatorenergy"
    },
    {
      "label": ".test_aggregated_stats_has_energy_fields()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L816",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_testaggregatorenergy_test_aggregated_stats_has_energy_fields",
      "community": 247,
      "norm_label": ".test_aggregated_stats_has_energy_fields()"
    },
    {
      "label": ".test_summary_computes_energy_totals()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L823",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_testaggregatorenergy_test_summary_computes_energy_totals",
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      "norm_label": ".test_summary_computes_energy_totals()"
    },
    {
      "label": ".test_per_model_stats_energy()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L867",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_testaggregatorenergy_test_per_model_stats_energy",
      "community": 785,
      "norm_label": ".test_per_model_stats_energy()"
    },
    {
      "label": ".test_per_engine_stats_energy()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L889",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_testaggregatorenergy_test_per_engine_stats_energy",
      "community": 785,
      "norm_label": ".test_per_engine_stats_energy()"
    },
    {
      "label": ".test_empty_summary_energy_zero()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L907",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_testaggregatorenergy_test_empty_summary_energy_zero",
      "community": 247,
      "norm_label": ".test_empty_summary_energy_zero()"
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    {
      "label": "TestEndToEndPipeline",
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      "source_location": "L926",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_testendtoendpipeline",
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      "norm_label": "testendtoendpipeline"
    },
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      "label": ".test_ask_to_stats_with_energy()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L929",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_testendtoendpipeline_test_ask_to_stats_with_energy",
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      "norm_label": ".test_ask_to_stats_with_energy()"
    },
    {
      "label": ".test_ask_to_export_with_energy()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L978",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_testendtoendpipeline_test_ask_to_export_with_energy",
      "community": 33,
      "norm_label": ".test_ask_to_export_with_energy()"
    },
    {
      "label": "Tests for energy telemetry wiring \u2014 verify CLI, SDK, bench, and telemetry stats",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_1",
      "community": 33,
      "norm_label": "tests for energy telemetry wiring \u2014 verify cli, sdk, bench, and telemetry stats"
    },
    {
      "label": "Return a mock engine that generates a fixed response.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L35",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_35",
      "community": 33,
      "norm_label": "return a mock engine that generates a fixed response."
    },
    {
      "label": "Return a mock energy monitor with realistic sample data.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L54",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_54",
      "community": 33,
      "norm_label": "return a mock energy monitor with realistic sample data."
    },
    {
      "label": "Build a JarvisConfig with energy monitoring enabled.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L85",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_85",
      "community": 33,
      "norm_label": "build a jarvisconfig with energy monitoring enabled."
    },
    {
      "label": "Create a TelemetryRecord with energy data.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L110",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_110",
      "community": 785,
      "norm_label": "create a telemetryrecord with energy data."
    },
    {
      "label": "Verify cli/ask.py wraps engine with InstrumentedEngine.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L138",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_138",
      "community": 33,
      "norm_label": "verify cli/ask.py wraps engine with instrumentedengine."
    },
    {
      "label": "InstrumentedEngine wraps engine, not instrumented_generate.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L167",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_167",
      "community": 33,
      "norm_label": "instrumentedengine wraps engine, not instrumented_generate."
    },
    {
      "label": "Energy monitor is created when gpu_metrics=True.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L184",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_184",
      "community": 33,
      "norm_label": "energy monitor is created when gpu_metrics=true."
    },
    {
      "label": "No energy monitor when gpu_metrics=False.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L205",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_205",
      "community": 33,
      "norm_label": "no energy monitor when gpu_metrics=false."
    },
    {
      "label": "InstrumentedEngine publishes TELEMETRY_RECORD events.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L220",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_220",
      "community": 33,
      "norm_label": "instrumentedengine publishes telemetry_record events."
    },
    {
      "label": "Energy data flows into TelemetryRecord in SQLite.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L240",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_240",
      "community": 33,
      "norm_label": "energy data flows into telemetryrecord in sqlite."
    },
    {
      "label": "Agent mode passes InstrumentedEngine to agent.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L271",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_271",
      "community": 33,
      "norm_label": "agent mode passes instrumentedengine to agent."
    },
    {
      "label": "Verify sdk.py wraps engine with InstrumentedEngine.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L321",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_321",
      "community": 33,
      "norm_label": "verify sdk.py wraps engine with instrumentedengine."
    },
    {
      "label": "_ensure_engine wraps with InstrumentedEngine.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L324",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_324",
      "community": 33,
      "norm_label": "_ensure_engine wraps with instrumentedengine."
    },
    {
      "label": "Energy monitor is created and stored on Jarvis instance.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L339",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_339",
      "community": 33,
      "norm_label": "energy monitor is created and stored on jarvis instance."
    },
    {
      "label": "ask_full records energy via InstrumentedEngine.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L380",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_380",
      "community": 33,
      "norm_label": "ask_full records energy via instrumentedengine."
    },
    {
      "label": "close() releases the energy monitor.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L411",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_411",
      "community": 33,
      "norm_label": "close() releases the energy monitor."
    },
    {
      "label": "Double close doesn't crash.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L436",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_436",
      "community": 33,
      "norm_label": "double close doesn't crash."
    },
    {
      "label": "Verify InstrumentedEngine correctly uses EnergyMonitor.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L466",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_466",
      "community": 33,
      "norm_label": "verify instrumentedengine correctly uses energymonitor."
    },
    {
      "label": "Energy monitor's sample() is invoked during generate.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L469",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_469",
      "community": 33,
      "norm_label": "energy monitor's sample() is invoked during generate."
    },
    {
      "label": "_telemetry dict in result contains energy fields.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L496",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_496",
      "community": 33,
      "norm_label": "_telemetry dict in result contains energy fields."
    },
    {
      "label": "Without energy_monitor, generate still works with zeros.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L520",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_520",
      "community": 33,
      "norm_label": "without energy_monitor, generate still works with zeros."
    },
    {
      "label": "If energy monitor sample raises, generate still works.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L535",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_535",
      "community": 33,
      "norm_label": "if energy monitor sample raises, generate still works."
    },
    {
      "label": "Verify bench CLI creates and passes energy_monitor.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L568",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_568",
      "community": 33,
      "norm_label": "verify bench cli creates and passes energy_monitor."
    },
    {
      "label": "When gpu_metrics=True, energy_monitor is passed.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L571",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_571",
      "community": 33,
      "norm_label": "when gpu_metrics=true, energy_monitor is passed."
    },
    {
      "label": "--warmup flag is forwarded to benchmarks.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L646",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_646",
      "community": 33,
      "norm_label": "--warmup flag is forwarded to benchmarks."
    },
    {
      "label": "Create a telemetry DB with energy-enriched records.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L686",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_686",
      "community": 656,
      "norm_label": "create a telemetry db with energy-enriched records."
    },
    {
      "label": "Patch load_config for telemetry CLI.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L703",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_703",
      "community": 656,
      "norm_label": "patch load_config for telemetry cli."
    },
    {
      "label": "Verify telemetry stats shows energy columns.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L714",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_714",
      "community": 33,
      "norm_label": "verify telemetry stats shows energy columns."
    },
    {
      "label": "Stats output includes energy metrics when data exists.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L717",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_717",
      "community": 656,
      "norm_label": "stats output includes energy metrics when data exists."
    },
    {
      "label": "Stats hides energy columns when no energy data.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L736",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_736",
      "community": 656,
      "norm_label": "stats hides energy columns when no energy data."
    },
    {
      "label": "JSON export includes all energy fields.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L767",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_767",
      "community": 656,
      "norm_label": "json export includes all energy fields."
    },
    {
      "label": "CSV export includes energy column headers.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L792",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_792",
      "community": 656,
      "norm_label": "csv export includes energy column headers."
    },
    {
      "label": "Verify AggregatedStats includes energy aggregations.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L814",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_814",
      "community": 33,
      "norm_label": "verify aggregatedstats includes energy aggregations."
    },
    {
      "label": "AggregatedStats dataclass has energy attributes.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_energy_wiring.py",
      "source_location": "L817",
      "_origin": "ast",
      "id": "tests_telemetry_test_energy_wiring_rationale_817",
      "community": 247,
      "norm_label": "aggregatedstats dataclass has energy attributes."
    },
    {
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      "norm_label": "shorthand to build a gpusnapshot."
    },
    {
      "label": "Constant 300W for 10 seconds = 3000 J.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_gpu_monitor.py",
      "source_location": "L132",
      "_origin": "ast",
      "id": "tests_telemetry_test_gpu_monitor_rationale_132",
      "community": 56,
      "norm_label": "constant 300w for 10 seconds = 3000 j."
    },
    {
      "label": "Linear ramp 0W..400W over 4s => 800 J (trapezoidal).",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_gpu_monitor.py",
      "source_location": "L145",
      "_origin": "ast",
      "id": "tests_telemetry_test_gpu_monitor_rationale_145",
      "community": 56,
      "norm_label": "linear ramp 0w..400w over 4s => 800 j (trapezoidal)."
    },
    {
      "label": "No snapshots yields zeroed sample.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_gpu_monitor.py",
      "source_location": "L158",
      "_origin": "ast",
      "id": "tests_telemetry_test_gpu_monitor_rationale_158",
      "community": 56,
      "norm_label": "no snapshots yields zeroed sample."
    },
    {
      "label": "One snapshot: energy is zero (no interval).",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_gpu_monitor.py",
      "source_location": "L167",
      "_origin": "ast",
      "id": "tests_telemetry_test_gpu_monitor_rationale_167",
      "community": 56,
      "norm_label": "one snapshot: energy is zero (no interval)."
    },
    {
      "label": "Power summed across devices; util/temp averaged.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_gpu_monitor.py",
      "source_location": "L220",
      "_origin": "ast",
      "id": "tests_telemetry_test_gpu_monitor_rationale_220",
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      "norm_label": "power summed across devices; util/temp averaged."
    },
    {
      "label": "Multi-GPU with varying power over time.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_gpu_monitor.py",
      "source_location": "L237",
      "_origin": "ast",
      "id": "tests_telemetry_test_gpu_monitor_rationale_237",
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      "norm_label": "multi-gpu with varying power over time."
    },
    {
      "label": "sample() starts/stops polling and populates result.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_gpu_monitor.py",
      "source_location": "L263",
      "_origin": "ast",
      "id": "tests_telemetry_test_gpu_monitor_rationale_263",
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      "norm_label": "sample() starts/stops polling and populates result."
    },
    {
      "label": "sample() yields empty GpuSample when no GPU.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_gpu_monitor.py",
      "source_location": "L288",
      "_origin": "ast",
      "id": "tests_telemetry_test_gpu_monitor_rationale_288",
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      "norm_label": "sample() yields empty gpusample when no gpu."
    },
    {
      "label": "available() returns False when pynvml not importable.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_gpu_monitor.py",
      "source_location": "L309",
      "_origin": "ast",
      "id": "tests_telemetry_test_gpu_monitor_rationale_309",
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      "norm_label": "available() returns false when pynvml not importable."
    },
    {
      "label": "available() returns True when pynvml can init.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_gpu_monitor.py",
      "source_location": "L320",
      "_origin": "ast",
      "id": "tests_telemetry_test_gpu_monitor_rationale_320",
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      "norm_label": "available() returns true when pynvml can init."
    },
    {
      "label": "available() returns False when nvmlInit raises.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_gpu_monitor.py",
      "source_location": "L336",
      "_origin": "ast",
      "id": "tests_telemetry_test_gpu_monitor_rationale_336",
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      "norm_label": "available() returns false when nvmlinit raises."
    },
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      "label": "test_instrumented_engine.py",
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      "label": "mock_engine()",
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      "label": "bus()",
      "file_type": "code",
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      "id": "tests_telemetry_test_instrumented_engine_bus",
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      "norm_label": "bus()"
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      "label": "TestInstrumentedEngine",
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    },
    {
      "label": ".test_generate_publishes_events()",
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    },
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      "label": ".test_generate_records_latency()",
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      "source_location": "L51",
      "_origin": "ast",
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    },
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      "label": ".test_generate_records_telemetry()",
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      "_origin": "ast",
      "id": "tests_telemetry_test_instrumented_engine_testinstrumentedengine_test_generate_records_telemetry",
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      "norm_label": ".test_generate_records_telemetry()"
    },
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      "label": ".test_list_models_delegates()",
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      "source_location": "L74",
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      "label": ".test_health_delegates()",
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      "label": ".test_stream_delegates()",
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      "source_location": "L82",
      "_origin": "ast",
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      "label": ".test_temperature_passthrough()",
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      "source_location": "L89",
      "_origin": "ast",
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      "norm_label": ".test_temperature_passthrough()"
    },
    {
      "label": ".test_inner_engine_id()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_instrumented_engine.py",
      "source_location": "L99",
      "_origin": "ast",
      "id": "tests_telemetry_test_instrumented_engine_testinstrumentedengine_test_inner_engine_id",
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      "norm_label": ".test_inner_engine_id()"
    },
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      "label": ".test_kwargs_passthrough()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_instrumented_engine.py",
      "source_location": "L110",
      "_origin": "ast",
      "id": "tests_telemetry_test_instrumented_engine_testinstrumentedengine_test_kwargs_passthrough",
      "community": 33,
      "norm_label": ".test_kwargs_passthrough()"
    },
    {
      "label": ".test_engine_id_attribute()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_instrumented_engine.py",
      "source_location": "L118",
      "_origin": "ast",
      "id": "tests_telemetry_test_instrumented_engine_testinstrumentedengine_test_engine_id_attribute",
      "community": 33,
      "norm_label": ".test_engine_id_attribute()"
    },
    {
      "label": "TestTokensPerJoule",
      "file_type": "code",
      "source_file": "tests/telemetry/test_instrumented_engine.py",
      "source_location": "L123",
      "_origin": "ast",
      "id": "tests_telemetry_test_instrumented_engine_testtokensperjoule",
      "community": 807,
      "norm_label": "testtokensperjoule"
    },
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      "label": ".test_tokens_per_joule_zero_without_energy()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_instrumented_engine.py",
      "source_location": "L124",
      "_origin": "ast",
      "id": "tests_telemetry_test_instrumented_engine_testtokensperjoule_test_tokens_per_joule_zero_without_energy",
      "community": 807,
      "norm_label": ".test_tokens_per_joule_zero_without_energy()"
    },
    {
      "label": ".test_tokens_per_joule_formula_via_record()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_instrumented_engine.py",
      "source_location": "L136",
      "_origin": "ast",
      "id": "tests_telemetry_test_instrumented_engine_testtokensperjoule_test_tokens_per_joule_formula_via_record",
      "community": 807,
      "norm_label": ".test_tokens_per_joule_formula_via_record()"
    },
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      "label": ".test_tokens_per_joule_zero_when_no_tokens()",
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      "source_file": "tests/telemetry/test_instrumented_engine.py",
      "source_location": "L150",
      "_origin": "ast",
      "id": "tests_telemetry_test_instrumented_engine_testtokensperjoule_test_tokens_per_joule_zero_when_no_tokens",
      "community": 807,
      "norm_label": ".test_tokens_per_joule_zero_when_no_tokens()"
    },
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      "label": "Tests for InstrumentedEngine telemetry wrapper.",
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      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_telemetry_test_instrumented_engine_rationale_1",
      "community": 8,
      "norm_label": "tests for instrumentedengine telemetry wrapper."
    },
    {
      "label": "Stream is async, so we test via pytest-asyncio or manually.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_instrumented_engine.py",
      "source_location": "L83",
      "_origin": "ast",
      "id": "tests_telemetry_test_instrumented_engine_rationale_83",
      "community": 33,
      "norm_label": "stream is async, so we test via pytest-asyncio or manually."
    },
    {
      "label": "Extra kwargs should be forwarded to inner engine.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_instrumented_engine.py",
      "source_location": "L111",
      "_origin": "ast",
      "id": "tests_telemetry_test_instrumented_engine_rationale_111",
      "community": 33,
      "norm_label": "extra kwargs should be forwarded to inner engine."
    },
    {
      "label": "tokens_per_joule is 0.0 when no energy monitor is available.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_instrumented_engine.py",
      "source_location": "L125",
      "_origin": "ast",
      "id": "tests_telemetry_test_instrumented_engine_rationale_125",
      "community": 807,
      "norm_label": "tokens_per_joule is 0.0 when no energy monitor is available."
    },
    {
      "label": "Verify the formula: tokens_per_joule = completion_tokens / energy_joules.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_instrumented_engine.py",
      "source_location": "L137",
      "_origin": "ast",
      "id": "tests_telemetry_test_instrumented_engine_rationale_137",
      "community": 807,
      "norm_label": "verify the formula: tokens_per_joule = completion_tokens / energy_joules."
    },
    {
      "label": "tokens_per_joule is 0.0 when completion_tokens is 0.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_instrumented_engine.py",
      "source_location": "L151",
      "_origin": "ast",
      "id": "tests_telemetry_test_instrumented_engine_rationale_151",
      "community": 807,
      "norm_label": "tokens_per_joule is 0.0 when completion_tokens is 0."
    },
    {
      "label": "test_itl_metrics.py",
      "file_type": "code",
      "source_file": "tests/telemetry/test_itl_metrics.py",
      "source_location": "L1",
      "_origin": "ast",
      "id": "tests_telemetry_test_itl_metrics",
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      "norm_label": "test_itl_metrics.py"
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      "label": "_mock_engine_with_stream()",
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      "label": "_mock_energy_monitor()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_itl_metrics.py",
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      "_origin": "ast",
      "id": "tests_telemetry_test_itl_metrics_mock_energy_monitor",
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      "norm_label": "_mock_energy_monitor()"
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      "label": "TestPercentile",
      "file_type": "code",
      "source_file": "tests/telemetry/test_itl_metrics.py",
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      "label": ".test_p90()",
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      "label": "TestComputeItlStats",
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      "norm_label": "testcomputeitlstats"
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      "label": ".test_empty_list()",
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      "label": ".test_single_value()",
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      "_origin": "ast",
      "id": "tests_telemetry_test_itl_metrics_testcomputeitlstats_test_single_value",
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      "norm_label": ".test_single_value()"
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      "label": ".test_known_sequence()",
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      "_origin": "ast",
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      "community": 542,
      "norm_label": ".test_known_sequence()"
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    {
      "label": "TestStreamTelemetry",
      "file_type": "code",
      "source_file": "tests/telemetry/test_itl_metrics.py",
      "source_location": "L140",
      "_origin": "ast",
      "id": "tests_telemetry_test_itl_metrics_teststreamtelemetry",
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      "norm_label": "teststreamtelemetry"
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      "label": ".test_stream_creates_telemetry_record()",
      "file_type": "code",
      "source_file": "tests/telemetry/test_itl_metrics.py",
      "source_location": "L143",
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      "label": ".test_stream_computes_itl()",
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      "label": ".test_stream_with_energy_monitor()",
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      "source_location": "L195",
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      "label": ".test_stream_empty_tokens()",
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      "label": ".test_stream_single_token()",
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      "community": 9,
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    },
    {
      "label": "TestGenerateMeanItlApproximation",
      "file_type": "code",
      "source_file": "tests/telemetry/test_itl_metrics.py",
      "source_location": "L266",
      "_origin": "ast",
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      "label": ".test_mean_itl_computed()",
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      "label": ".test_no_ttft_no_itl()",
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      "norm_label": ".test_no_ttft_no_itl()"
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    {
      "label": "TestItlStorage",
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      "source_file": "tests/telemetry/test_itl_metrics.py",
      "source_location": "L328",
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      "norm_label": "testitlstorage"
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      "source_file": "tests/telemetry/test_itl_metrics.py",
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      "label": "TestSteadyStateResult",
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      "label": ".test_warmup_boundary()",
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    {
      "label": ".test_cv_calculation_correctness()",
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      "id": "tests_telemetry_test_steady_state_teststeadystatedetector_test_cv_calculation_correctness",
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      "id": "tests_telemetry_test_steady_state_teststeadystatedetector_test_result_partitions_warmup_and_steady",
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      "label": ".test_default_config_when_none()",
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      "file_type": "rationale",
      "source_file": "tests/telemetry/test_steady_state.py",
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      "id": "tests_telemetry_test_steady_state_rationale_1",
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      "norm_label": "tests for steadystateconfig, steadystatedetector, and steadystateresult."
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    {
      "label": "Constant values should produce CV=0, reaching steady state quickly.",
      "file_type": "rationale",
      "source_file": "tests/telemetry/test_steady_state.py",
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      "id": "tests_telemetry_test_steady_state_rationale_56",
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      "norm_label": "constant values should produce cv=0, reaching steady state quickly."
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    {
      "label": "Highly variable values should not reach steady state.",
      "file_type": "rationale",
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      "id": "tests_telemetry_test_steady_state_rationale_69",
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      "norm_label": "highly variable values should not reach steady state."
    },
    {
      "label": "First N samples are always warmup regardless of stability.",
      "file_type": "rationale",
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    {
      "label": "Verify CV-based detection with known values.",
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      "label": ".test_bus_subscription()",
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      "label": ".test_recent_row_has_mining_session_id_column()",
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      "label": "TestTelemetryRecordFields",
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      "norm_label": "testtelemetryrecordfields"
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      "label": ".test_tokens_per_joule_field_exists()",
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      "_origin": "ast",
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      "label": ".test_tokens_per_joule_set()",
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      "label": "Tests for the telemetry SQLite store.",
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      "label": "TestTokensPerJouleStorage",
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      "_origin": "ast",
      "id": "tests_telemetry_test_store_tokens_per_joule_testtokensperjoulestorage_test_store_and_retrieve",
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      "id": "tests_telemetry_test_vllm_metrics_testvllmmetricsdataclass_test_custom_values",
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      "norm_label": ".test_custom_values()"
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      "label": "TestParseHistogramBuckets",
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      "label": "TestPercentileFromBuckets",
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