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      "norm_label": "_resolve_path()",
      "id": "agents_filesystem_agent_resolve_path"
    },
    {
      "label": "list_directory()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\filesystem_agent.py",
      "source_location": "L37",
      "community": 5,
      "norm_label": "list_directory()",
      "id": "agents_filesystem_agent_list_directory"
    },
    {
      "label": "read_file_content()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\filesystem_agent.py",
      "source_location": "L60",
      "community": 5,
      "norm_label": "read_file_content()",
      "id": "agents_filesystem_agent_read_file_content"
    },
    {
      "label": "get_file_metadata()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\filesystem_agent.py",
      "source_location": "L77",
      "community": 5,
      "norm_label": "get_file_metadata()",
      "id": "agents_filesystem_agent_get_file_metadata"
    },
    {
      "label": "make_directory_tools()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\filesystem_agent.py",
      "source_location": "L107",
      "community": 16,
      "norm_label": "make_directory_tools()",
      "id": "agents_filesystem_agent_make_directory_tools"
    },
    {
      "label": "Filesystem agent \u2014 tools for reading local directories and files on Electron.",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\filesystem_agent.py",
      "source_location": "L1",
      "community": 5,
      "norm_label": "filesystem agent \u2014 tools for reading local directories and files on electron.",
      "id": "agents_filesystem_agent_rationale_1"
    },
    {
      "label": "Resolve *path* against *base* when *path* is relative.      The LLM often pass",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\filesystem_agent.py",
      "source_location": "L25",
      "community": 5,
      "norm_label": "resolve *path* against *base* when *path* is relative.      the llm often pass",
      "id": "agents_filesystem_agent_rationale_25"
    },
    {
      "label": "List files and folders in a local directory on the user's device.      Returns",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\filesystem_agent.py",
      "source_location": "L38",
      "community": 5,
      "norm_label": "list files and folders in a local directory on the user's device.      returns",
      "id": "agents_filesystem_agent_rationale_38"
    },
    {
      "label": "Read the text content of a local file on the user's device.      Returns the f",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\filesystem_agent.py",
      "source_location": "L61",
      "community": 5,
      "norm_label": "read the text content of a local file on the user's device.      returns the f",
      "id": "agents_filesystem_agent_rationale_61"
    },
    {
      "label": "Get metadata for a local file: size, creation date, modification date, extension",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\filesystem_agent.py",
      "source_location": "L78",
      "community": 5,
      "norm_label": "get metadata for a local file: size, creation date, modification date, extension",
      "id": "agents_filesystem_agent_rationale_78"
    },
    {
      "label": "Return filesystem tools that resolve relative paths against *base_directory*.",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\filesystem_agent.py",
      "source_location": "L108",
      "community": 16,
      "norm_label": "return filesystem tools that resolve relative paths against *base_directory*.",
      "id": "agents_filesystem_agent_rationale_108"
    },
    {
      "label": "folder_agent.py",
      "file_type": "code",
      "source_file": "api\\app\\agents\\folder_agent.py",
      "source_location": "L1",
      "community": 5,
      "norm_label": "folder_agent.py",
      "id": "api_app_agents_folder_agent_py"
    },
    {
      "label": "_is_unsafe_path()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\folder_agent.py",
      "source_location": "L14",
      "community": 5,
      "norm_label": "_is_unsafe_path()",
      "id": "agents_folder_agent_is_unsafe_path"
    },
    {
      "label": "_fetch_file()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\folder_agent.py",
      "source_location": "L27",
      "community": 5,
      "norm_label": "_fetch_file()",
      "id": "agents_folder_agent_fetch_file"
    },
    {
      "label": "_decode()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\folder_agent.py",
      "source_location": "L40",
      "community": 5,
      "norm_label": "_decode()",
      "id": "agents_folder_agent_decode"
    },
    {
      "label": "read_project_folder_file()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\folder_agent.py",
      "source_location": "L58",
      "community": 5,
      "norm_label": "read_project_folder_file()",
      "id": "agents_folder_agent_read_project_folder_file"
    },
    {
      "label": "search_project_folder_file()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\folder_agent.py",
      "source_location": "L115",
      "community": 5,
      "norm_label": "search_project_folder_file()",
      "id": "agents_folder_agent_search_project_folder_file"
    },
    {
      "label": "Scoped file-read and search tools for the project folder feature.",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\folder_agent.py",
      "source_location": "L1",
      "community": 5,
      "norm_label": "scoped file-read and search tools for the project folder feature.",
      "id": "agents_folder_agent_rationale_1"
    },
    {
      "label": "Return the raw Electron tool_result dict for a file read.",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\folder_agent.py",
      "source_location": "L28",
      "community": 5,
      "norm_label": "return the raw electron tool_result dict for a file read.",
      "id": "agents_folder_agent_rationale_28"
    },
    {
      "label": "Decode a tool_result into (text, kind, total_size). For pdf/docx,     extracts t",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\folder_agent.py",
      "source_location": "L41",
      "community": 5,
      "norm_label": "decode a tool_result into (text, kind, total_size). for pdf/docx,     extracts t",
      "id": "agents_folder_agent_rationale_41"
    },
    {
      "label": "Read a slice of a file inside the project's linked folder.      Args:         pr",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\folder_agent.py",
      "source_location": "L64",
      "community": 5,
      "norm_label": "read a slice of a file inside the project's linked folder.      args:         pr",
      "id": "agents_folder_agent_rationale_64"
    },
    {
      "label": "Search a project folder file for a query string (case-insensitive substring).",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\folder_agent.py",
      "source_location": "L121",
      "community": 5,
      "norm_label": "search a project folder file for a query string (case-insensitive substring).",
      "id": "agents_folder_agent_rationale_121"
    },
    {
      "label": "note_agent.py",
      "file_type": "code",
      "source_file": "api\\app\\agents\\note_agent.py",
      "source_location": "L1",
      "community": 5,
      "norm_label": "note_agent.py",
      "id": "api_app_agents_note_agent_py"
    },
    {
      "label": "_is_uuid()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\note_agent.py",
      "source_location": "L19",
      "community": 5,
      "norm_label": "_is_uuid()",
      "id": "agents_note_agent_is_uuid"
    },
    {
      "label": "_fmt_summary()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\note_agent.py",
      "source_location": "L23",
      "community": 5,
      "norm_label": "_fmt_summary()",
      "id": "agents_note_agent_fmt_summary"
    },
    {
      "label": "list_notes()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\note_agent.py",
      "source_location": "L32",
      "community": 5,
      "norm_label": "list_notes()",
      "id": "agents_note_agent_list_notes"
    },
    {
      "label": "get_note()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\note_agent.py",
      "source_location": "L52",
      "community": 5,
      "norm_label": "get_note()",
      "id": "agents_note_agent_get_note"
    },
    {
      "label": "create_note()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\note_agent.py",
      "source_location": "L62",
      "community": 5,
      "norm_label": "create_note()",
      "id": "agents_note_agent_create_note"
    },
    {
      "label": "update_note()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\note_agent.py",
      "source_location": "L89",
      "community": 5,
      "norm_label": "update_note()",
      "id": "agents_note_agent_update_note"
    },
    {
      "label": "propose_note_edit()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\note_agent.py",
      "source_location": "L117",
      "community": 5,
      "norm_label": "propose_note_edit()",
      "id": "agents_note_agent_propose_note_edit"
    },
    {
      "label": "delete_note()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\note_agent.py",
      "source_location": "L168",
      "community": 5,
      "norm_label": "delete_note()",
      "id": "agents_note_agent_delete_note"
    },
    {
      "label": "_refresh_summary()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\note_agent.py",
      "source_location": "L174",
      "community": 5,
      "norm_label": "_refresh_summary()",
      "id": "agents_note_agent_refresh_summary"
    },
    {
      "label": "Note agent \u2014 Markdown note management (list, get, create, update, propose edit).",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\note_agent.py",
      "source_location": "L1",
      "community": 5,
      "norm_label": "note agent \u2014 markdown note management (list, get, create, update, propose edit).",
      "id": "agents_note_agent_rationale_1"
    },
    {
      "label": "List notes with AI summaries, optionally scoped to a project by project_id.",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\note_agent.py",
      "source_location": "L33",
      "community": 5,
      "norm_label": "list notes with ai summaries, optionally scoped to a project by project_id.",
      "id": "agents_note_agent_rationale_33"
    },
    {
      "label": "Fetch a single note by its UUID to read its full Markdown content.",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\note_agent.py",
      "source_location": "L53",
      "community": 5,
      "norm_label": "fetch a single note by its uuid to read its full markdown content.",
      "id": "agents_note_agent_rationale_53"
    },
    {
      "label": "Create a new note.     title: note heading (required)     content: Markdown body",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\note_agent.py",
      "source_location": "L67",
      "community": 5,
      "norm_label": "create a new note.     title: note heading (required)     content: markdown body",
      "id": "agents_note_agent_rationale_67"
    },
    {
      "label": "Update an existing note directly (no approval required).     Use propose_note_ed",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\note_agent.py",
      "source_location": "L94",
      "community": 5,
      "norm_label": "update an existing note directly (no approval required).     use propose_note_ed",
      "id": "agents_note_agent_rationale_94"
    },
    {
      "label": "Propose an AI edit to an existing note, pending human approval.      Use this in",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\note_agent.py",
      "source_location": "L127",
      "community": 5,
      "norm_label": "propose an ai edit to an existing note, pending human approval.      use this in",
      "id": "agents_note_agent_rationale_127"
    },
    {
      "label": "Delete a note permanently by its UUID.",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\note_agent.py",
      "source_location": "L169",
      "community": 5,
      "norm_label": "delete a note permanently by its uuid.",
      "id": "agents_note_agent_rationale_169"
    },
    {
      "label": "Generate and persist the AI summary for a note.  Fire-and-forget.",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\note_agent.py",
      "source_location": "L175",
      "community": 5,
      "norm_label": "generate and persist the ai summary for a note.  fire-and-forget.",
      "id": "agents_note_agent_rationale_175"
    },
    {
      "label": "project_agent.py",
      "file_type": "code",
      "source_file": "api\\app\\agents\\project_agent.py",
      "source_location": "L1",
      "community": 5,
      "norm_label": "project_agent.py",
      "id": "api_app_agents_project_agent_py"
    },
    {
      "label": "list_projects()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\project_agent.py",
      "source_location": "L13",
      "community": 5,
      "norm_label": "list_projects()",
      "id": "agents_project_agent_list_projects"
    },
    {
      "label": "list_all_projects()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\project_agent.py",
      "source_location": "L36",
      "community": 5,
      "norm_label": "list_all_projects()",
      "id": "agents_project_agent_list_all_projects"
    },
    {
      "label": "get_project()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\project_agent.py",
      "source_location": "L49",
      "community": 5,
      "norm_label": "get_project()",
      "id": "agents_project_agent_get_project"
    },
    {
      "label": "create_project()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\project_agent.py",
      "source_location": "L62",
      "community": 5,
      "norm_label": "create_project()",
      "id": "agents_project_agent_create_project"
    },
    {
      "label": "update_project()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\project_agent.py",
      "source_location": "L80",
      "community": 5,
      "norm_label": "update_project()",
      "id": "agents_project_agent_update_project"
    },
    {
      "label": "delete_project()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\project_agent.py",
      "source_location": "L111",
      "community": 5,
      "norm_label": "delete_project()",
      "id": "agents_project_agent_delete_project"
    },
    {
      "label": "Project agent \u2014 full lifecycle management (list, get, create, update, archive, d",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\project_agent.py",
      "source_location": "L1",
      "community": 5,
      "norm_label": "project agent \u2014 full lifecycle management (list, get, create, update, archive, d",
      "id": "agents_project_agent_rationale_1"
    },
    {
      "label": "List projects, optionally filtered by client_id.     include_archived: 1 to inc",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\project_agent.py",
      "source_location": "L17",
      "community": 5,
      "norm_label": "list projects, optionally filtered by client_id.     include_archived: 1 to inc",
      "id": "agents_project_agent_rationale_17"
    },
    {
      "label": "List every project regardless of client or status.     Use only when the user w",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\project_agent.py",
      "source_location": "L37",
      "community": 5,
      "norm_label": "list every project regardless of client or status.     use only when the user w",
      "id": "agents_project_agent_rationale_37"
    },
    {
      "label": "Fetch a single project by its UUID.",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\project_agent.py",
      "source_location": "L50",
      "community": 5,
      "norm_label": "fetch a single project by its uuid.",
      "id": "agents_project_agent_rationale_50"
    },
    {
      "label": "Create a new project.     name: human-readable project name (required)     cli",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\project_agent.py",
      "source_location": "L66",
      "community": 5,
      "norm_label": "create a new project.     name: human-readable project name (required)     cli",
      "id": "agents_project_agent_rationale_66"
    },
    {
      "label": "Update a project. Only pass fields that should change.     project_id: UUID of",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\project_agent.py",
      "source_location": "L87",
      "community": 5,
      "norm_label": "update a project. only pass fields that should change.     project_id: uuid of",
      "id": "agents_project_agent_rationale_87"
    },
    {
      "label": "Permanently delete a project and orphan its tasks.     IMPORTANT: prefer update",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\project_agent.py",
      "source_location": "L112",
      "community": 5,
      "norm_label": "permanently delete a project and orphan its tasks.     important: prefer update",
      "id": "agents_project_agent_rationale_112"
    },
    {
      "label": "relations_agent.py",
      "file_type": "code",
      "source_file": "api\\app\\agents\\relations_agent.py",
      "source_location": "L1",
      "community": 1,
      "norm_label": "relations_agent.py",
      "id": "api_app_agents_relations_agent_py"
    },
    {
      "label": "make_query_relations_tool()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\relations_agent.py",
      "source_location": "L16",
      "community": 1,
      "norm_label": "make_query_relations_tool()",
      "id": "agents_relations_agent_make_query_relations_tool"
    },
    {
      "label": "Relations agent \u2014 read-only tool wrapping MemoryMiddleware.query_relations.",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\relations_agent.py",
      "source_location": "L1",
      "community": 1,
      "norm_label": "relations agent \u2014 read-only tool wrapping memorymiddleware.query_relations.",
      "id": "agents_relations_agent_rationale_1"
    },
    {
      "label": "Return a query_relations tool bound to *user_id*.",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\relations_agent.py",
      "source_location": "L17",
      "community": 1,
      "norm_label": "return a query_relations tool bound to *user_id*.",
      "id": "agents_relations_agent_rationale_17"
    },
    {
      "label": "task_agent.py",
      "file_type": "code",
      "source_file": "api\\app\\agents\\task_agent.py",
      "source_location": "L1",
      "community": 5,
      "norm_label": "task_agent.py",
      "id": "api_app_agents_task_agent_py"
    },
    {
      "label": "_is_uuid()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\task_agent.py",
      "source_location": "L18",
      "community": 5,
      "norm_label": "_is_uuid()",
      "id": "agents_task_agent_is_uuid"
    },
    {
      "label": "list_tasks()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\task_agent.py",
      "source_location": "L26",
      "community": 5,
      "norm_label": "list_tasks()",
      "id": "agents_task_agent_list_tasks"
    },
    {
      "label": "count_tasks()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\task_agent.py",
      "source_location": "L110",
      "community": 5,
      "norm_label": "count_tasks()",
      "id": "agents_task_agent_count_tasks"
    },
    {
      "label": "create_task()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\task_agent.py",
      "source_location": "L165",
      "community": 5,
      "norm_label": "create_task()",
      "id": "agents_task_agent_create_task"
    },
    {
      "label": "update_task()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\task_agent.py",
      "source_location": "L209",
      "community": 5,
      "norm_label": "update_task()",
      "id": "agents_task_agent_update_task"
    },
    {
      "label": "delete_task()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\task_agent.py",
      "source_location": "L252",
      "community": 5,
      "norm_label": "delete_task()",
      "id": "agents_task_agent_delete_task"
    },
    {
      "label": "list_tasks_due_today()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\task_agent.py",
      "source_location": "L259",
      "community": 5,
      "norm_label": "list_tasks_due_today()",
      "id": "agents_task_agent_list_tasks_due_today"
    },
    {
      "label": "list_task_comments()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\task_agent.py",
      "source_location": "L298",
      "community": 5,
      "norm_label": "list_task_comments()",
      "id": "agents_task_agent_list_task_comments"
    },
    {
      "label": "add_task_comment()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\task_agent.py",
      "source_location": "L313",
      "community": 5,
      "norm_label": "add_task_comment()",
      "id": "agents_task_agent_add_task_comment"
    },
    {
      "label": "delete_task_comment()",
      "file_type": "code",
      "source_file": "api\\app\\agents\\task_agent.py",
      "source_location": "L332",
      "community": 5,
      "norm_label": "delete_task_comment()",
      "id": "agents_task_agent_delete_task_comment"
    },
    {
      "label": "Task agent \u2014 full CRUD for tasks and task comments.",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\task_agent.py",
      "source_location": "L1",
      "community": 5,
      "norm_label": "task agent \u2014 full crud for tasks and task comments.",
      "id": "agents_task_agent_rationale_1"
    },
    {
      "label": "List tasks with optional filters. Returns up to `limit` results (default 50).",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\task_agent.py",
      "source_location": "L44",
      "community": 5,
      "norm_label": "list tasks with optional filters. returns up to `limit` results (default 50).",
      "id": "agents_task_agent_rationale_44"
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      "norm_label": "delete_account()",
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      "label": "Reset onboarding so the wizard runs again on next login.",
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      "label": "One-shot LLM normalization for free-text onboarding answers.",
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      "label": "List all OAuth providers linked to the authenticated user.",
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    {
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      "id": "routes_auth_rationale_693"
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      "community": 9,
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      "source_file": "api\\app\\api\\routes\\device_ws.py",
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      "id": "routes_device_ws_make_ws_executor"
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      "id": "routes_device_ws_handle_home_request"
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      "id": "routes_device_ws_handle_floating_request"
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      "label": "_handle_task_brief_request()",
      "file_type": "code",
      "source_file": "api\\app\\api\\routes\\device_ws.py",
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      "community": 2,
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      "id": "routes_device_ws_handle_task_brief_request"
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      "label": "_handle_journey_start()",
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      "source_file": "api\\app\\api\\routes\\device_ws.py",
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      "community": 2,
      "norm_label": "_handle_journey_start()",
      "id": "routes_device_ws_handle_journey_start"
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      "label": "_handle_journey_message()",
      "file_type": "code",
      "source_file": "api\\app\\api\\routes\\device_ws.py",
      "source_location": "L564",
      "community": 2,
      "norm_label": "_handle_journey_message()",
      "id": "routes_device_ws_handle_journey_message"
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      "label": "_handle_index_session_start()",
      "file_type": "code",
      "source_file": "api\\app\\api\\routes\\device_ws.py",
      "source_location": "L595",
      "community": 9,
      "norm_label": "_handle_index_session_start()",
      "id": "routes_device_ws_handle_index_session_start"
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      "label": "_handle_index_session_cancel()",
      "file_type": "code",
      "source_file": "api\\app\\api\\routes\\device_ws.py",
      "source_location": "L622",
      "community": 2,
      "norm_label": "_handle_index_session_cancel()",
      "id": "routes_device_ws_handle_index_session_cancel"
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    {
      "label": "_handle_index_file_batch()",
      "file_type": "code",
      "source_file": "api\\app\\api\\routes\\device_ws.py",
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      "community": 2,
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      "id": "routes_device_ws_handle_index_file_batch"
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      "file_type": "code",
      "source_file": "api\\app\\api\\routes\\device_ws.py",
      "source_location": "L762",
      "community": 2,
      "norm_label": "_heartbeat_loop()",
      "id": "routes_device_ws_heartbeat_loop"
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    {
      "label": "_mark_runs_disconnected()",
      "file_type": "code",
      "source_file": "api\\app\\api\\routes\\device_ws.py",
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      "community": 2,
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      "id": "routes_device_ws_mark_runs_disconnected"
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      "label": "Device WebSocket endpoint.  Persistent connection from Electron devices to the",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\device_ws.py",
      "source_location": "L1",
      "community": 2,
      "norm_label": "device websocket endpoint.  persistent connection from electron devices to the",
      "id": "routes_device_ws_rationale_1"
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    {
      "label": "Persistent WebSocket endpoint for Electron device connections.      Authentica",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\device_ws.py",
      "source_location": "L70",
      "community": 2,
      "norm_label": "persistent websocket endpoint for electron device connections.      authentica",
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      "label": "Receive frames from Electron and dispatch to the appropriate handler.",
      "file_type": "rationale",
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      "community": 2,
      "norm_label": "receive frames from electron and dispatch to the appropriate handler.",
      "id": "routes_device_ws_rationale_138"
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    {
      "label": "Return a callback that sends tool_call frames and awaits tool_result.",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\device_ws.py",
      "source_location": "L213",
      "community": 2,
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      "id": "routes_device_ws_rationale_213"
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    {
      "label": "Handle a home_request frame \u2014 streams HomeFormatter output back on the socket.",
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      "source_file": "api\\app\\api\\routes\\device_ws.py",
      "source_location": "L227",
      "community": 2,
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      "id": "routes_device_ws_rationale_227"
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    {
      "label": "Handle a floating_request frame \u2014 streams FloatingFormatter output back on the s",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\device_ws.py",
      "source_location": "L297",
      "community": 2,
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    {
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      "community": 2,
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      "id": "routes_device_ws_rationale_367"
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    {
      "label": "Handle a task_brief_request frame \u2014 Stage-1 executive assistant deep research.",
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      "id": "routes_device_ws_rationale_763"
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    {
      "label": "Mark all in-progress AgentRunLog rows as 'error' for this user.",
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      "community": 0,
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      "label": "RelationOut",
      "file_type": "code",
      "source_file": "api\\app\\api\\routes\\memory.py",
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      "community": 0,
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      "label": "RelationPatch",
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      "label": "CoreAddBody",
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      "community": 0,
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      "id": "routes_memory_get_core_memory"
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      "id": "routes_memory_delete_core_key"
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      "id": "routes_memory_add_core_key"
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      "source_file": "api\\app\\api\\routes\\memory.py",
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      "community": 0,
      "norm_label": "get_relational_memory()",
      "id": "routes_memory_get_relational_memory"
    },
    {
      "label": "patch_relation()",
      "file_type": "code",
      "source_file": "api\\app\\api\\routes\\memory.py",
      "source_location": "L141",
      "community": 0,
      "norm_label": "patch_relation()",
      "id": "routes_memory_patch_relation"
    },
    {
      "label": "delete_relation()",
      "file_type": "code",
      "source_file": "api\\app\\api\\routes\\memory.py",
      "source_location": "L181",
      "community": 0,
      "norm_label": "delete_relation()",
      "id": "routes_memory_delete_relation"
    },
    {
      "label": "forget_all()",
      "file_type": "code",
      "source_file": "api\\app\\api\\routes\\memory.py",
      "source_location": "L202",
      "community": 0,
      "norm_label": "forget_all()",
      "id": "routes_memory_forget_all"
    },
    {
      "label": "Memory management routes \u2014 view/edit/delete user memory tiers.  All routes req",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\memory.py",
      "source_location": "L1",
      "community": 0,
      "norm_label": "memory management routes \u2014 view/edit/delete user memory tiers.  all routes req",
      "id": "routes_memory_rationale_1"
    },
    {
      "label": "Return all core memory k/v pairs (plaintext) for the current user.",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\memory.py",
      "source_location": "L98",
      "community": 0,
      "norm_label": "return all core memory k/v pairs (plaintext) for the current user.",
      "id": "routes_memory_rationale_98"
    },
    {
      "label": "Delete a single core memory key (GDPR Art. 17).",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\memory.py",
      "source_location": "L110",
      "community": 0,
      "norm_label": "delete a single core memory key (gdpr art. 17).",
      "id": "routes_memory_rationale_110"
    },
    {
      "label": "Add or overwrite a core memory key/value pair.",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\memory.py",
      "source_location": "L123",
      "community": 0,
      "norm_label": "add or overwrite a core memory key/value pair.",
      "id": "routes_memory_rationale_123"
    },
    {
      "label": "Return all relational memory rows for the current user.",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\memory.py",
      "source_location": "L134",
      "community": 0,
      "norm_label": "return all relational memory rows for the current user.",
      "id": "routes_memory_rationale_134"
    },
    {
      "label": "Edit a relation row's labels, predicate, or confidence.",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\memory.py",
      "source_location": "L147",
      "community": 0,
      "norm_label": "edit a relation row's labels, predicate, or confidence.",
      "id": "routes_memory_rationale_147"
    },
    {
      "label": "Hard-delete a relation row (GDPR Art. 17).",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\memory.py",
      "source_location": "L186",
      "community": 0,
      "norm_label": "hard-delete a relation row (gdpr art. 17).",
      "id": "routes_memory_rationale_186"
    },
    {
      "label": "Wipe all memory tiers for the current user (GDPR Art. 17).      Requires ``X-C",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\memory.py",
      "source_location": "L207",
      "community": 0,
      "norm_label": "wipe all memory tiers for the current user (gdpr art. 17).      requires ``x-c",
      "id": "routes_memory_rationale_207"
    },
    {
      "label": "__init__.py",
      "file_type": "code",
      "source_file": "api\\app\\api\\routes\\__init__.py",
      "source_location": "L1",
      "community": 227,
      "norm_label": "__init__.py",
      "id": "api_app_api_routes_init_py"
    },
    {
      "label": "oauth_providers.py",
      "file_type": "code",
      "source_file": "api\\app\\auth\\oauth_providers.py",
      "source_location": "L1",
      "community": 14,
      "norm_label": "oauth_providers.py",
      "id": "api_app_auth_oauth_providers_py"
    },
    {
      "label": "OAuthUserInfo",
      "file_type": "code",
      "source_file": "api\\app\\auth\\oauth_providers.py",
      "source_location": "L39",
      "community": 14,
      "norm_label": "oauthuserinfo",
      "id": "auth_oauth_providers_oauthuserinfo"
    },
    {
      "label": "generate_pkce_pair()",
      "file_type": "code",
      "source_file": "api\\app\\auth\\oauth_providers.py",
      "source_location": "L52",
      "community": 14,
      "norm_label": "generate_pkce_pair()",
      "id": "auth_oauth_providers_generate_pkce_pair"
    },
    {
      "label": "GoogleOAuthProvider",
      "file_type": "code",
      "source_file": "api\\app\\auth\\oauth_providers.py",
      "source_location": "L67",
      "community": 0,
      "norm_label": "googleoauthprovider",
      "id": "auth_oauth_providers_googleoauthprovider"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "api\\app\\auth\\oauth_providers.py",
      "source_location": "L80",
      "community": 0,
      "norm_label": ".__init__()",
      "id": "auth_oauth_providers_googleoauthprovider_init"
    },
    {
      "label": ".get_authorization_url()",
      "file_type": "code",
      "source_file": "api\\app\\auth\\oauth_providers.py",
      "source_location": "L85",
      "community": 0,
      "norm_label": ".get_authorization_url()",
      "id": "auth_oauth_providers_googleoauthprovider_get_authorization_url"
    },
    {
      "label": ".exchange_code()",
      "file_type": "code",
      "source_file": "api\\app\\auth\\oauth_providers.py",
      "source_location": "L100",
      "community": 0,
      "norm_label": ".exchange_code()",
      "id": "auth_oauth_providers_googleoauthprovider_exchange_code"
    },
    {
      "label": ".get_userinfo()",
      "file_type": "code",
      "source_file": "api\\app\\auth\\oauth_providers.py",
      "source_location": "L119",
      "community": 14,
      "norm_label": ".get_userinfo()",
      "id": "auth_oauth_providers_googleoauthprovider_get_userinfo"
    },
    {
      "label": "OAuth 2.0 + PKCE provider abstractions.  Each provider implements a three-step",
      "file_type": "rationale",
      "source_file": "api\\app\\auth\\oauth_providers.py",
      "source_location": "L1",
      "community": 14,
      "norm_label": "oauth 2.0 + pkce provider abstractions.  each provider implements a three-step",
      "id": "auth_oauth_providers_rationale_1"
    },
    {
      "label": "Normalized user identity returned by any provider.",
      "file_type": "rationale",
      "source_file": "api\\app\\auth\\oauth_providers.py",
      "source_location": "L40",
      "community": 14,
      "norm_label": "normalized user identity returned by any provider.",
      "id": "auth_oauth_providers_rationale_40"
    },
    {
      "label": "Generate a (code_verifier, code_challenge) pair for PKCE S256.      The code_v",
      "file_type": "rationale",
      "source_file": "api\\app\\auth\\oauth_providers.py",
      "source_location": "L53",
      "community": 14,
      "norm_label": "generate a (code_verifier, code_challenge) pair for pkce s256.      the code_v",
      "id": "auth_oauth_providers_rationale_53"
    },
    {
      "label": "Google OAuth 2.0 provider (openid email profile scope).      Uses Google's sta",
      "file_type": "rationale",
      "source_file": "api\\app\\auth\\oauth_providers.py",
      "source_location": "L68",
      "community": 0,
      "norm_label": "google oauth 2.0 provider (openid email profile scope).      uses google's sta",
      "id": "auth_oauth_providers_rationale_68"
    },
    {
      "label": "Build the Google consent-screen URL.",
      "file_type": "rationale",
      "source_file": "api\\app\\auth\\oauth_providers.py",
      "source_location": "L86",
      "community": 0,
      "norm_label": "build the google consent-screen url.",
      "id": "auth_oauth_providers_rationale_86"
    },
    {
      "label": "Exchange authorization code for an access token.",
      "file_type": "rationale",
      "source_file": "api\\app\\auth\\oauth_providers.py",
      "source_location": "L103",
      "community": 0,
      "norm_label": "exchange authorization code for an access token.",
      "id": "auth_oauth_providers_rationale_103"
    },
    {
      "label": "Fetch the authenticated user's identity from Google.",
      "file_type": "rationale",
      "source_file": "api\\app\\auth\\oauth_providers.py",
      "source_location": "L120",
      "community": 14,
      "norm_label": "fetch the authenticated user's identity from google.",
      "id": "auth_oauth_providers_rationale_120"
    },
    {
      "label": "__init__.py",
      "file_type": "code",
      "source_file": "api\\app\\auth\\__init__.py",
      "source_location": "L1",
      "community": 171,
      "norm_label": "__init__.py",
      "id": "api_app_auth_init_py"
    },
    {
      "label": "OAuth provider abstractions and utilities.",
      "file_type": "rationale",
      "source_file": "api\\app\\auth\\__init__.py",
      "source_location": "L1",
      "community": 171,
      "norm_label": "oauth provider abstractions and utilities.",
      "id": "auth_init_rationale_1"
    },
    {
      "label": "quota.py",
      "file_type": "code",
      "source_file": "api\\app\\billing\\quota.py",
      "source_location": "L1",
      "community": 9,
      "norm_label": "quota.py",
      "id": "api_app_billing_quota_py"
    },
    {
      "label": "QuotaExceeded",
      "file_type": "code",
      "source_file": "api\\app\\billing\\quota.py",
      "source_location": "L16",
      "community": 9,
      "norm_label": "quotaexceeded",
      "id": "billing_quota_quotaexceeded"
    },
    {
      "label": "Exception",
      "file_type": "code",
      "source_file": "",
      "source_location": "",
      "community": 11,
      "norm_label": "exception",
      "id": "exception"
    },
    {
      "label": ".__init__()",
      "file_type": "code",
      "source_file": "api\\app\\billing\\quota.py",
      "source_location": "L19",
      "community": 9,
      "norm_label": ".__init__()",
      "id": "billing_quota_quotaexceeded_init"
    },
    {
      "label": "TokenUsageResult",
      "file_type": "code",
      "source_file": "api\\app\\billing\\quota.py",
      "source_location": "L25",
      "community": 9,
      "norm_label": "tokenusageresult",
      "id": "billing_quota_tokenusageresult"
    },
    {
      "label": "_current_year_month()",
      "file_type": "code",
      "source_file": "api\\app\\billing\\quota.py",
      "source_location": "L30",
      "community": 9,
      "norm_label": "_current_year_month()",
      "id": "billing_quota_current_year_month"
    },
    {
      "label": "check_folder_quota()",
      "file_type": "code",
      "source_file": "api\\app\\billing\\quota.py",
      "source_location": "L37",
      "community": 9,
      "norm_label": "check_folder_quota()",
      "id": "billing_quota_check_folder_quota"
    },
    {
      "label": "add_token_usage()",
      "file_type": "code",
      "source_file": "api\\app\\billing\\quota.py",
      "source_location": "L74",
      "community": 9,
      "norm_label": "add_token_usage()",
      "id": "billing_quota_add_token_usage"
    },
    {
      "label": "Quota checks and atomic token-usage accounting for folder integration.",
      "file_type": "rationale",
      "source_file": "api\\app\\billing\\quota.py",
      "source_location": "L1",
      "community": 9,
      "norm_label": "quota checks and atomic token-usage accounting for folder integration.",
      "id": "billing_quota_rationale_1"
    },
    {
      "label": "Raised when a folder operation cannot proceed under the user's tier.",
      "file_type": "rationale",
      "source_file": "api\\app\\billing\\quota.py",
      "source_location": "L17",
      "community": 9,
      "norm_label": "raised when a folder operation cannot proceed under the user's tier.",
      "id": "billing_quota_rationale_17"
    },
    {
      "label": "Raise QuotaExceeded if folder_max_files or folder_monthly_tokens     would be vi",
      "file_type": "rationale",
      "source_file": "api\\app\\billing\\quota.py",
      "source_location": "L44",
      "community": 9,
      "norm_label": "raise quotaexceeded if folder_max_files or folder_monthly_tokens     would be vi",
      "id": "billing_quota_rationale_44"
    },
    {
      "label": "Atomically add `tokens` to MonthlyTokenUsage row for (user, current month, featu",
      "file_type": "rationale",
      "source_file": "api\\app\\billing\\quota.py",
      "source_location": "L82",
      "community": 9,
      "norm_label": "atomically add `tokens` to monthlytokenusage row for (user, current month, featu",
      "id": "billing_quota_rationale_82"
    },
    {
      "label": "stripe_service.py",
      "file_type": "code",
      "source_file": "api\\app\\billing\\stripe_service.py",
      "source_location": "L1",
      "community": 13,
      "norm_label": "stripe_service.py",
      "id": "api_app_billing_stripe_service_py"
    },
    {
      "label": "StripeService",
      "file_type": "code",
      "source_file": "api\\app\\billing\\stripe_service.py",
      "source_location": "L28",
      "community": 13,
      "norm_label": "stripeservice",
      "id": "billing_stripe_service_stripeservice"
    },
    {
      "label": "._configured()",
      "file_type": "code",
      "source_file": "api\\app\\billing\\stripe_service.py",
      "source_location": "L33",
      "community": 13,
      "norm_label": "._configured()",
      "id": "billing_stripe_service_stripeservice_configured"
    },
    {
      "label": "._client()",
      "file_type": "code",
      "source_file": "api\\app\\billing\\stripe_service.py",
      "source_location": "L36",
      "community": 13,
      "norm_label": "._client()",
      "id": "billing_stripe_service_stripeservice_client"
    },
    {
      "label": ".create_checkout_session()",
      "file_type": "code",
      "source_file": "api\\app\\billing\\stripe_service.py",
      "source_location": "L42",
      "community": 13,
      "norm_label": ".create_checkout_session()",
      "id": "billing_stripe_service_stripeservice_create_checkout_session"
    },
    {
      "label": ".handle_webhook()",
      "file_type": "code",
      "source_file": "api\\app\\billing\\stripe_service.py",
      "source_location": "L81",
      "community": 13,
      "norm_label": ".handle_webhook()",
      "id": "billing_stripe_service_stripeservice_handle_webhook"
    },
    {
      "label": ".get_subscription()",
      "file_type": "code",
      "source_file": "api\\app\\billing\\stripe_service.py",
      "source_location": "L155",
      "community": 13,
      "norm_label": ".get_subscription()",
      "id": "billing_stripe_service_stripeservice_get_subscription"
    },
    {
      "label": ".cancel_subscription()",
      "file_type": "code",
      "source_file": "api\\app\\billing\\stripe_service.py",
      "source_location": "L178",
      "community": 13,
      "norm_label": ".cancel_subscription()",
      "id": "billing_stripe_service_stripeservice_cancel_subscription"
    },
    {
      "label": ".list_invoices()",
      "file_type": "code",
      "source_file": "api\\app\\billing\\stripe_service.py",
      "source_location": "L203",
      "community": 13,
      "norm_label": ".list_invoices()",
      "id": "billing_stripe_service_stripeservice_list_invoices"
    },
    {
      "label": "._upsert_subscription()",
      "file_type": "code",
      "source_file": "api\\app\\billing\\stripe_service.py",
      "source_location": "L244",
      "community": 13,
      "norm_label": "._upsert_subscription()",
      "id": "billing_stripe_service_stripeservice_upsert_subscription"
    },
    {
      "label": "._update_subscription_by_stripe_id()",
      "file_type": "code",
      "source_file": "api\\app\\billing\\stripe_service.py",
      "source_location": "L267",
      "community": 13,
      "norm_label": "._update_subscription_by_stripe_id()",
      "id": "billing_stripe_service_stripeservice_update_subscription_by_stripe_id"
    },
    {
      "label": "Stripe service: checkout sessions, webhook handling, subscription management.",
      "file_type": "rationale",
      "source_file": "api\\app\\billing\\stripe_service.py",
      "source_location": "L1",
      "community": 0,
      "norm_label": "stripe service: checkout sessions, webhook handling, subscription management.",
      "id": "billing_stripe_service_rationale_1"
    },
    {
      "label": "Wraps all Stripe interactions and owns subscription persistence.",
      "file_type": "rationale",
      "source_file": "api\\app\\billing\\stripe_service.py",
      "source_location": "L29",
      "community": 0,
      "norm_label": "wraps all stripe interactions and owns subscription persistence.",
      "id": "billing_stripe_service_rationale_29"
    },
    {
      "label": "Create a Stripe checkout session and return the URL.          Returns a stub U",
      "file_type": "rationale",
      "source_file": "api\\app\\billing\\stripe_service.py",
      "source_location": "L49",
      "community": 0,
      "norm_label": "create a stripe checkout session and return the url.          returns a stub u",
      "id": "billing_stripe_service_rationale_49"
    },
    {
      "label": "Process a Stripe webhook event.          Verifies the signature, then dispatch",
      "file_type": "rationale",
      "source_file": "api\\app\\billing\\stripe_service.py",
      "source_location": "L87",
      "community": 0,
      "norm_label": "process a stripe webhook event.          verifies the signature, then dispatch",
      "id": "billing_stripe_service_rationale_87"
    },
    {
      "label": "Return the subscription record for ``user_id``, or ``None`` if absent.",
      "file_type": "rationale",
      "source_file": "api\\app\\billing\\stripe_service.py",
      "source_location": "L158",
      "community": 0,
      "norm_label": "return the subscription record for ``user_id``, or ``none`` if absent.",
      "id": "billing_stripe_service_rationale_158"
    },
    {
      "label": "Cancel the user's Stripe subscription and downgrade them to free.          Rai",
      "file_type": "rationale",
      "source_file": "api\\app\\billing\\stripe_service.py",
      "source_location": "L179",
      "community": 0,
      "norm_label": "cancel the user's stripe subscription and downgrade them to free.          rai",
      "id": "billing_stripe_service_rationale_179"
    },
    {
      "label": "Return recent invoices for the user from Stripe.          Returns an empty lis",
      "file_type": "rationale",
      "source_file": "api\\app\\billing\\stripe_service.py",
      "source_location": "L206",
      "community": 0,
      "norm_label": "return recent invoices for the user from stripe.          returns an empty lis",
      "id": "billing_stripe_service_rationale_206"
    },
    {
      "label": "tier_manager.py",
      "file_type": "code",
      "source_file": "api\\app\\billing\\tier_manager.py",
      "source_location": "L1",
      "community": 9,
      "norm_label": "tier_manager.py",
      "id": "api_app_billing_tier_manager_py"
    },
    {
      "label": "TierManager",
      "file_type": "code",
      "source_file": "api\\app\\billing\\tier_manager.py",
      "source_location": "L88",
      "community": 9,
      "norm_label": "tiermanager",
      "id": "billing_tier_manager_tiermanager"
    },
    {
      "label": ".get_tier()",
      "file_type": "code",
      "source_file": "api\\app\\billing\\tier_manager.py",
      "source_location": "L93",
      "community": 9,
      "norm_label": ".get_tier()",
      "id": "billing_tier_manager_tiermanager_get_tier"
    },
    {
      "label": ".check_feature()",
      "file_type": "code",
      "source_file": "api\\app\\billing\\tier_manager.py",
      "source_location": "L112",
      "community": 9,
      "norm_label": ".check_feature()",
      "id": "billing_tier_manager_tiermanager_check_feature"
    },
    {
      "label": ".require_feature()",
      "file_type": "code",
      "source_file": "api\\app\\billing\\tier_manager.py",
      "source_location": "L124",
      "community": 9,
      "norm_label": ".require_feature()",
      "id": "billing_tier_manager_tiermanager_require_feature"
    },
    {
      "label": ".get_feature_value()",
      "file_type": "code",
      "source_file": "api\\app\\billing\\tier_manager.py",
      "source_location": "L134",
      "community": 9,
      "norm_label": ".get_feature_value()",
      "id": "billing_tier_manager_tiermanager_get_feature_value"
    },
    {
      "label": ".get_rate_limit()",
      "file_type": "code",
      "source_file": "api\\app\\billing\\tier_manager.py",
      "source_location": "L143",
      "community": 9,
      "norm_label": ".get_rate_limit()",
      "id": "billing_tier_manager_tiermanager_get_rate_limit"
    },
    {
      "label": "Tier manager: feature matrix and quota enforcement.  ``TierManager`` is the si",
      "file_type": "rationale",
      "source_file": "api\\app\\billing\\tier_manager.py",
      "source_location": "L1",
      "community": 9,
      "norm_label": "tier manager: feature matrix and quota enforcement.  ``tiermanager`` is the si",
      "id": "billing_tier_manager_rationale_1"
    },
    {
      "label": "Centralises tier feature-gating, rate-limit lookups, and quota checks.",
      "file_type": "rationale",
      "source_file": "api\\app\\billing\\tier_manager.py",
      "source_location": "L89",
      "community": 9,
      "norm_label": "centralises tier feature-gating, rate-limit lookups, and quota checks.",
      "id": "billing_tier_manager_rationale_89"
    },
    {
      "label": "Return the current billing tier for ``user_id`` from the DB.          Falls ba",
      "file_type": "rationale",
      "source_file": "api\\app\\billing\\tier_manager.py",
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      "community": 9,
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      "community": 4,
      "norm_label": ".register()",
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      "label": ".unregister()",
      "file_type": "code",
      "source_file": "api\\app\\core\\device_manager.py",
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      "community": 4,
      "norm_label": ".unregister()",
      "id": "core_device_manager_deviceconnectionmanager_unregister"
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      "label": ".get_ws()",
      "file_type": "code",
      "source_file": "api\\app\\core\\device_manager.py",
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      "community": 4,
      "norm_label": ".get_ws()",
      "id": "core_device_manager_deviceconnectionmanager_get_ws"
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      "label": ".is_online()",
      "file_type": "code",
      "source_file": "api\\app\\core\\device_manager.py",
      "source_location": "L90",
      "community": 4,
      "norm_label": ".is_online()",
      "id": "core_device_manager_deviceconnectionmanager_is_online"
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      "label": ".send_frame()",
      "file_type": "code",
      "source_file": "api\\app\\core\\device_manager.py",
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      "community": 4,
      "norm_label": ".send_frame()",
      "id": "core_device_manager_deviceconnectionmanager_send_frame"
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      "source_file": "api\\app\\core\\device_manager.py",
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      "community": 4,
      "norm_label": ".create_pending_call()",
      "id": "core_device_manager_deviceconnectionmanager_create_pending_call"
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      "community": 4,
      "norm_label": ".resolve_pending_call()",
      "id": "core_device_manager_deviceconnectionmanager_resolve_pending_call"
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      "label": "Device connection manager.  Maintains in-memory state for all active Electron",
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      "source_location": "L1",
      "community": 4,
      "norm_label": "device connection manager.  maintains in-memory state for all active electron",
      "id": "core_device_manager_rationale_1"
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      "label": "State for a single connected Electron device.",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\device_manager.py",
      "source_location": "L34",
      "community": 4,
      "norm_label": "state for a single connected electron device.",
      "id": "core_device_manager_rationale_34"
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      "label": "Singleton registry of active Electron WebSocket connections.      Thread/task",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\device_manager.py",
      "source_location": "L43",
      "community": 4,
      "norm_label": "singleton registry of active electron websocket connections.      thread/task",
      "id": "core_device_manager_rationale_43"
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      "label": "Store the active connection for *user_id*, replacing any previous one.",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\device_manager.py",
      "source_location": "L56",
      "community": 4,
      "norm_label": "store the active connection for *user_id*, replacing any previous one.",
      "id": "core_device_manager_rationale_56"
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      "label": "Remove the connection for *user_id* and cancel any pending futures.",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\device_manager.py",
      "source_location": "L74",
      "community": 4,
      "norm_label": "remove the connection for *user_id* and cancel any pending futures.",
      "id": "core_device_manager_rationale_74"
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      "label": "Return the active WebSocket for *user_id*, or ``None`` if offline.",
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      "source_file": "api\\app\\core\\device_manager.py",
      "source_location": "L86",
      "community": 4,
      "norm_label": "return the active websocket for *user_id*, or ``none`` if offline.",
      "id": "core_device_manager_rationale_86"
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      "label": "Return ``True`` if the user has an active connection.          If *device_id*",
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      "source_file": "api\\app\\core\\device_manager.py",
      "source_location": "L91",
      "community": 4,
      "norm_label": "return ``true`` if the user has an active connection.          if *device_id*",
      "id": "core_device_manager_rationale_91"
    },
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      "source_location": "L105",
      "community": 4,
      "norm_label": "send *frame* as a json text message to the device.          raises ``runtimeer",
      "id": "core_device_manager_rationale_105"
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      "label": "Register a Future that will be resolved when the tool_result arrives.",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\device_manager.py",
      "source_location": "L121",
      "community": 4,
      "norm_label": "register a future that will be resolved when the tool_result arrives.",
      "id": "core_device_manager_rationale_121"
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    {
      "label": "Fulfil the Future registered under *call_id* with the Electron result.",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\device_manager.py",
      "source_location": "L138",
      "community": 4,
      "norm_label": "fulfil the future registered under *call_id* with the electron result.",
      "id": "core_device_manager_rationale_138"
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      "file_type": "code",
      "source_file": "api\\app\\core\\embeddings.py",
      "source_location": "L1",
      "community": 11,
      "norm_label": "embeddings.py",
      "id": "api_app_core_embeddings_py"
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      "label": "embed_text()",
      "file_type": "code",
      "source_file": "api\\app\\core\\embeddings.py",
      "source_location": "L20",
      "community": 11,
      "norm_label": "embed_text()",
      "id": "core_embeddings_embed_text"
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      "label": "OpenAI embedding helper for associative memory tier.  Single public function:",
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      "source_location": "L1",
      "community": 11,
      "norm_label": "openai embedding helper for associative memory tier.  single public function:",
      "id": "core_embeddings_rationale_1"
    },
    {
      "label": "Call OpenAI text-embedding-3-small. Return None on failure (caller falls back to",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\embeddings.py",
      "source_location": "L21",
      "community": 11,
      "norm_label": "call openai text-embedding-3-small. return none on failure (caller falls back to",
      "id": "core_embeddings_rationale_21"
    },
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      "file_type": "code",
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      "community": 1,
      "norm_label": "folder_indexer.py",
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      "source_location": "L34",
      "community": 9,
      "norm_label": "indexresult",
      "id": "core_folder_indexer_indexresult"
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      "source_file": "api\\app\\core\\folder_indexer.py",
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      "community": 1,
      "norm_label": "_llm_text()",
      "id": "core_folder_indexer_llm_text"
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      "source_location": "L49",
      "community": 1,
      "norm_label": "_llm_vision()",
      "id": "core_folder_indexer_llm_vision"
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      "label": "summarize_image()",
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      "source_file": "api\\app\\core\\folder_indexer.py",
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      "community": 1,
      "norm_label": "summarize_image()",
      "id": "core_folder_indexer_summarize_image"
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      "label": "summarize_text()",
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      "source_file": "api\\app\\core\\folder_indexer.py",
      "source_location": "L98",
      "community": 1,
      "norm_label": "summarize_text()",
      "id": "core_folder_indexer_summarize_text"
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      "label": "_extract_pdf_text()",
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      "source_file": "api\\app\\core\\folder_indexer.py",
      "source_location": "L136",
      "community": 1,
      "norm_label": "_extract_pdf_text()",
      "id": "core_folder_indexer_extract_pdf_text"
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      "label": "_extract_docx_text()",
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      "source_file": "api\\app\\core\\folder_indexer.py",
      "source_location": "L148",
      "community": 1,
      "norm_label": "_extract_docx_text()",
      "id": "core_folder_indexer_extract_docx_text"
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      "file_type": "code",
      "source_file": "api\\app\\core\\folder_indexer.py",
      "source_location": "L154",
      "community": 1,
      "norm_label": "summarize_pdf()",
      "id": "core_folder_indexer_summarize_pdf"
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      "community": 1,
      "norm_label": "summarize_docx()",
      "id": "core_folder_indexer_summarize_docx"
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      "label": "Per-file summarisation for project folder integration.",
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      "source_location": "L1",
      "community": 1,
      "norm_label": "per-file summarisation for project folder integration.",
      "id": "core_folder_indexer_rationale_1"
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      "community": 1,
      "norm_label": "make the llm call for text summarisation.      defined as a standalone async fun",
      "id": "core_folder_indexer_rationale_40"
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    {
      "label": "Make the LLM call for vision (image) summarisation.      Accepts the message lis",
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      "source_location": "L50",
      "community": 1,
      "norm_label": "make the llm call for vision (image) summarisation.      accepts the message lis",
      "id": "core_folder_indexer_rationale_50"
    },
    {
      "label": "Return a compact summary of an image file using vision.      Parameters     ----",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\folder_indexer.py",
      "source_location": "L60",
      "community": 1,
      "norm_label": "return a compact summary of an image file using vision.      parameters     ----",
      "id": "core_folder_indexer_rationale_60"
    },
    {
      "label": "Return a compact summary of a text file.      Parameters     ----------     cont",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\folder_indexer.py",
      "source_location": "L99",
      "community": 1,
      "norm_label": "return a compact summary of a text file.      parameters     ----------     cont",
      "id": "core_folder_indexer_rationale_99"
    },
    {
      "label": "Return a compact summary of a PDF file.      Parameters     ----------     pdf_b",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\folder_indexer.py",
      "source_location": "L155",
      "community": 1,
      "norm_label": "return a compact summary of a pdf file.      parameters     ----------     pdf_b",
      "id": "core_folder_indexer_rationale_155"
    },
    {
      "label": "Return a compact summary of a DOCX file.      Parameters     ----------     docx",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\folder_indexer.py",
      "source_location": "L171",
      "community": 1,
      "norm_label": "return a compact summary of a docx file.      parameters     ----------     docx",
      "id": "core_folder_indexer_rationale_171"
    },
    {
      "label": "langfuse_client.py",
      "file_type": "code",
      "source_file": "api\\app\\core\\langfuse_client.py",
      "source_location": "L1",
      "community": 1,
      "norm_label": "langfuse_client.py",
      "id": "api_app_core_langfuse_client_py"
    },
    {
      "label": "get_langfuse()",
      "file_type": "code",
      "source_file": "api\\app\\core\\langfuse_client.py",
      "source_location": "L53",
      "community": 1,
      "norm_label": "get_langfuse()",
      "id": "core_langfuse_client_get_langfuse"
    },
    {
      "label": "get_prompt_or_fallback()",
      "file_type": "code",
      "source_file": "api\\app\\core\\langfuse_client.py",
      "source_location": "L82",
      "community": 1,
      "norm_label": "get_prompt_or_fallback()",
      "id": "core_langfuse_client_get_prompt_or_fallback"
    },
    {
      "label": "compile_prompt()",
      "file_type": "code",
      "source_file": "api\\app\\core\\langfuse_client.py",
      "source_location": "L108",
      "community": 1,
      "norm_label": "compile_prompt()",
      "id": "core_langfuse_client_compile_prompt"
    },
    {
      "label": "extract_usage()",
      "file_type": "code",
      "source_file": "api\\app\\core\\langfuse_client.py",
      "source_location": "L140",
      "community": 1,
      "norm_label": "extract_usage()",
      "id": "core_langfuse_client_extract_usage"
    },
    {
      "label": "hash_user_id()",
      "file_type": "code",
      "source_file": "api\\app\\core\\langfuse_client.py",
      "source_location": "L152",
      "community": 1,
      "norm_label": "hash_user_id()",
      "id": "core_langfuse_client_hash_user_id"
    },
    {
      "label": "langfuse_context()",
      "file_type": "code",
      "source_file": "api\\app\\core\\langfuse_client.py",
      "source_location": "L163",
      "community": 1,
      "norm_label": "langfuse_context()",
      "id": "core_langfuse_client_langfuse_context"
    },
    {
      "label": "Langfuse observability \u2014 singleton client and prompt helpers.  If LANGFUSE_SEC",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\langfuse_client.py",
      "source_location": "L1",
      "community": 1,
      "norm_label": "langfuse observability \u2014 singleton client and prompt helpers.  if langfuse_sec",
      "id": "core_langfuse_client_rationale_1"
    },
    {
      "label": "Return the Langfuse singleton, or ``None`` when not configured.",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\langfuse_client.py",
      "source_location": "L54",
      "community": 1,
      "norm_label": "return the langfuse singleton, or ``none`` when not configured.",
      "id": "core_langfuse_client_rationale_54"
    },
    {
      "label": "Fetch a text prompt from Langfuse; fall back to ``fallback`` on any error.",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\langfuse_client.py",
      "source_location": "L83",
      "community": 1,
      "norm_label": "fetch a text prompt from langfuse; fall back to ``fallback`` on any error.",
      "id": "core_langfuse_client_rationale_83"
    },
    {
      "label": "Compile *template* with *variables*, choosing the right syntax.      * When *p",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\langfuse_client.py",
      "source_location": "L109",
      "community": 1,
      "norm_label": "compile *template* with *variables*, choosing the right syntax.      * when *p",
      "id": "core_langfuse_client_rationale_109"
    },
    {
      "label": "Extract token usage from a LangChain AI message into Langfuse format.",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\langfuse_client.py",
      "source_location": "L141",
      "community": 1,
      "norm_label": "extract token usage from a langchain ai message into langfuse format.",
      "id": "core_langfuse_client_rationale_141"
    },
    {
      "label": "Return a SHA-256 hash of *user_id* for use as Langfuse ``user_id``.      This",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\langfuse_client.py",
      "source_location": "L153",
      "community": 1,
      "norm_label": "return a sha-256 hash of *user_id* for use as langfuse ``user_id``.      this",
      "id": "core_langfuse_client_rationale_153"
    },
    {
      "label": "Propagate ``user_id`` (hashed) and ``session_id`` to all Langfuse observations.",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\langfuse_client.py",
      "source_location": "L167",
      "community": 1,
      "norm_label": "propagate ``user_id`` (hashed) and ``session_id`` to all langfuse observations.",
      "id": "core_langfuse_client_rationale_167"
    },
    {
      "label": "llm.py",
      "file_type": "code",
      "source_file": "api\\app\\core\\llm.py",
      "source_location": "L1",
      "community": 1,
      "norm_label": "llm.py",
      "id": "api_app_core_llm_py"
    },
    {
      "label": "_api_key_for_model()",
      "file_type": "code",
      "source_file": "api\\app\\core\\llm.py",
      "source_location": "L46",
      "community": 1,
      "norm_label": "_api_key_for_model()",
      "id": "core_llm_api_key_for_model"
    },
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      "label": "get_llm()",
      "file_type": "code",
      "source_file": "api\\app\\core\\llm.py",
      "source_location": "L66",
      "community": 1,
      "norm_label": "get_llm()",
      "id": "core_llm_get_llm"
    },
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      "file_type": "code",
      "source_file": "api\\app\\core\\llm.py",
      "source_location": "L119",
      "community": 1,
      "norm_label": "model_for_agent()",
      "id": "core_llm_model_for_agent"
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    {
      "label": "get_agent_llm()",
      "file_type": "code",
      "source_file": "api\\app\\core\\llm.py",
      "source_location": "L124",
      "community": 1,
      "norm_label": "get_agent_llm()",
      "id": "core_llm_get_agent_llm"
    },
    {
      "label": "embed()",
      "file_type": "code",
      "source_file": "api\\app\\core\\llm.py",
      "source_location": "L138",
      "community": 5,
      "norm_label": "embed()",
      "id": "core_llm_embed"
    },
    {
      "label": "LLM factory \u2014 centralised model instantiation via LiteLLM.  Every agent and th",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\llm.py",
      "source_location": "L1",
      "community": 1,
      "norm_label": "llm factory \u2014 centralised model instantiation via litellm.  every agent and th",
      "id": "core_llm_rationale_1"
    },
    {
      "label": "Return the most appropriate API key for the given LiteLLM model string.",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\llm.py",
      "source_location": "L47",
      "community": 1,
      "norm_label": "return the most appropriate api key for the given litellm model string.",
      "id": "core_llm_rationale_47"
    },
    {
      "label": "Return a LangChain chat model backed by LiteLLM.      LiteLLM exposes an OpenA",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\llm.py",
      "source_location": "L71",
      "community": 1,
      "norm_label": "return a langchain chat model backed by litellm.      litellm exposes an opena",
      "id": "core_llm_rationale_71"
    },
    {
      "label": "Return the resolved model string for *agent_name* (for Langfuse tracking).",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\llm.py",
      "source_location": "L120",
      "community": 1,
      "norm_label": "return the resolved model string for *agent_name* (for langfuse tracking).",
      "id": "core_llm_rationale_120"
    },
    {
      "label": "Return an LLM configured for *agent_name*, respecting per-agent overrides.",
      "file_type": "rationale",
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      "source_location": "L129",
      "community": 1,
      "norm_label": "return an llm configured for *agent_name*, respecting per-agent overrides.",
      "id": "core_llm_rationale_129"
    },
    {
      "label": "Return an embedding vector for *text*.      Uses ``settings.LLM_EMBED_MODEL``",
      "file_type": "rationale",
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      "source_location": "L139",
      "community": 5,
      "norm_label": "return an embedding vector for *text*.      uses ``settings.llm_embed_model``",
      "id": "core_llm_rationale_139"
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    {
      "label": "memory_extraction.py",
      "file_type": "code",
      "source_file": "api\\app\\core\\memory_extraction.py",
      "source_location": "L1",
      "community": 1,
      "norm_label": "memory_extraction.py",
      "id": "api_app_core_memory_extraction_py"
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    {
      "label": "MemoryCandidate",
      "file_type": "code",
      "source_file": "api\\app\\core\\memory_extraction.py",
      "source_location": "L68",
      "community": 1,
      "norm_label": "memorycandidate",
      "id": "core_memory_extraction_memorycandidate"
    },
    {
      "label": "ExtractionResult",
      "file_type": "code",
      "source_file": "api\\app\\core\\memory_extraction.py",
      "source_location": "L78",
      "community": 0,
      "norm_label": "extractionresult",
      "id": "core_memory_extraction_extractionresult"
    },
    {
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      "file_type": "code",
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      "norm_label": "memory_maintenance.py",
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      "norm_label": "decay_relations()",
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      "norm_label": "_decay_relations_inner()",
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      "norm_label": "drain_extraction_queue()",
      "id": "core_memory_maintenance_drain_extraction_queue"
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      "norm_label": "_drain_extraction_queue_inner()",
      "id": "core_memory_maintenance_drain_extraction_queue_inner"
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      "label": "mine_proactive_patterns()",
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      "norm_label": "mine_proactive_patterns()",
      "id": "core_memory_maintenance_mine_proactive_patterns"
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      "norm_label": "_mine_proactive_patterns_inner()",
      "id": "core_memory_maintenance_mine_proactive_patterns_inner"
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      "norm_label": "_extract_proactive_patterns()",
      "id": "core_memory_maintenance_extract_proactive_patterns"
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      "community": 12,
      "norm_label": "_decay_proactive_patterns()",
      "id": "core_memory_maintenance_decay_proactive_patterns"
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      "label": "audit_memory()",
      "file_type": "code",
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      "community": 12,
      "norm_label": "audit_memory()",
      "id": "core_memory_maintenance_audit_memory"
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      "community": 12,
      "norm_label": "_audit_memory_inner()",
      "id": "core_memory_maintenance_audit_memory_inner"
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      "source_location": "L377",
      "community": 12,
      "norm_label": "_scan_associative_contradictions()",
      "id": "core_memory_maintenance_scan_associative_contradictions"
    },
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      "source_file": "api\\app\\core\\memory_maintenance.py",
      "source_location": "L484",
      "community": 12,
      "norm_label": "_canonicalize_relation_labels()",
      "id": "core_memory_maintenance_canonicalize_relation_labels"
    },
    {
      "label": "Memory maintenance jobs \u2014 Phase 3/5.  Three entrypoints called by the schedule",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\memory_maintenance.py",
      "source_location": "L1",
      "community": 0,
      "norm_label": "memory maintenance jobs \u2014 phase 3/5.  three entrypoints called by the schedule",
      "id": "core_memory_maintenance_rationale_1"
    },
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      "source_location": "L48",
      "community": 0,
      "norm_label": "apply confidence decay to all relation rows for a user.      decay rule: confi",
      "id": "core_memory_maintenance_rationale_48"
    },
    {
      "label": "Process pending ExtractionQueue rows for Free-tier users.      Each row corres",
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      "source_file": "api\\app\\core\\memory_maintenance.py",
      "source_location": "L108",
      "community": 0,
      "norm_label": "process pending extractionqueue rows for free-tier users.      each row corres",
      "id": "core_memory_maintenance_rationale_108"
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    {
      "label": "Mine recurring behavioral patterns from last 30 days of episodes (Power+ only).",
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      "source_location": "L158",
      "community": 0,
      "norm_label": "mine recurring behavioral patterns from last 30 days of episodes (power+ only).",
      "id": "core_memory_maintenance_rationale_158"
    },
    {
      "label": "Call memory-miner LLM to identify recurring behavioral/temporal patterns.",
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      "source_file": "api\\app\\core\\memory_maintenance.py",
      "source_location": "L257",
      "community": 0,
      "norm_label": "call memory-miner llm to identify recurring behavioral/temporal patterns.",
      "id": "core_memory_maintenance_rationale_257"
    },
    {
      "label": "Decay confidence of existing proactive patterns; prune below threshold.",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\memory_maintenance.py",
      "source_location": "L281",
      "community": 0,
      "norm_label": "decay confidence of existing proactive patterns; prune below threshold.",
      "id": "core_memory_maintenance_rationale_281"
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      "label": "Weekly audit: contradiction scan on associative facts + label canonicalization o",
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      "source_file": "api\\app\\core\\memory_maintenance.py",
      "source_location": "L349",
      "community": 0,
      "norm_label": "weekly audit: contradiction scan on associative facts + label canonicalization o",
      "id": "core_memory_maintenance_rationale_349"
    },
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      "label": "Decrypt associative facts, ask LLM to flag contradictions, delete superseded row",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\memory_maintenance.py",
      "source_location": "L382",
      "community": 0,
      "norm_label": "decrypt associative facts, ask llm to flag contradictions, delete superseded row",
      "id": "core_memory_maintenance_rationale_382"
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    {
      "label": "Group near-duplicate entity labels in memory_relations and unify to canonical fo",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\memory_maintenance.py",
      "source_location": "L485",
      "community": 0,
      "norm_label": "group near-duplicate entity labels in memory_relations and unify to canonical fo",
      "id": "core_memory_maintenance_rationale_485"
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      "source_file": "api\\app\\core\\memory_middleware.py",
      "source_location": "L1",
      "community": 0,
      "norm_label": "memory_middleware.py",
      "id": "api_app_core_memory_middleware_py"
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      "source_file": "api\\app\\core\\memory_middleware.py",
      "source_location": "L44",
      "community": 0,
      "norm_label": "_now()",
      "id": "core_memory_middleware_now"
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      "label": "MemoryMiddleware",
      "file_type": "code",
      "source_file": "api\\app\\core\\memory_middleware.py",
      "source_location": "L54",
      "community": 0,
      "norm_label": "memorymiddleware",
      "id": "core_memory_middleware_memorymiddleware"
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      "norm_label": ".__init__()",
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      "source_file": "api\\app\\core\\memory_middleware.py",
      "source_location": "L62",
      "community": 0,
      "norm_label": ".enrich_context()",
      "id": "core_memory_middleware_memorymiddleware_enrich_context"
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      "source_file": "api\\app\\core\\memory_middleware.py",
      "source_location": "L111",
      "community": 0,
      "norm_label": ".store_episode()",
      "id": "core_memory_middleware_memorymiddleware_store_episode"
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      "source_file": "api\\app\\core\\memory_middleware.py",
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      "community": 0,
      "norm_label": "._dispatch_extraction()",
      "id": "core_memory_middleware_memorymiddleware_dispatch_extraction"
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      "source_location": "L224",
      "community": 0,
      "norm_label": ".update_core()",
      "id": "core_memory_middleware_memorymiddleware_update_core"
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      "source_file": "api\\app\\core\\memory_middleware.py",
      "source_location": "L262",
      "community": 0,
      "norm_label": ".list_core_blocks()",
      "id": "core_memory_middleware_memorymiddleware_list_core_blocks"
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      "community": 0,
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      "id": "core_memory_middleware_memorymiddleware_get_core_block"
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      "community": 0,
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      "id": "core_memory_middleware_memorymiddleware_query_relations"
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      "id": "core_memory_middleware_memorymiddleware_insert_archival"
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      "source_location": "L559",
      "community": 0,
      "norm_label": "._get_fernet()",
      "id": "core_memory_middleware_memorymiddleware_get_fernet"
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      "source_location": "L568",
      "community": 0,
      "norm_label": "._get_user_debug()",
      "id": "core_memory_middleware_memorymiddleware_get_user_debug"
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      "community": 0,
      "norm_label": "._load_core()",
      "id": "core_memory_middleware_memorymiddleware_load_core"
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      "community": 0,
      "norm_label": "._load_associative()",
      "id": "core_memory_middleware_memorymiddleware_load_associative"
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      "norm_label": "._load_episodic()",
      "id": "core_memory_middleware_memorymiddleware_load_episodic"
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      "community": 0,
      "norm_label": "._load_relational()",
      "id": "core_memory_middleware_memorymiddleware_load_relational"
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      "community": 0,
      "norm_label": "._load_proactive()",
      "id": "core_memory_middleware_memorymiddleware_load_proactive"
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      "source_location": "L723",
      "community": 0,
      "norm_label": "_encrypt()",
      "id": "core_memory_middleware_encrypt"
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      "community": 0,
      "norm_label": "_safe_decrypt()",
      "id": "core_memory_middleware_safe_decrypt"
    },
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      "label": "Memory Middleware \u2014 enrich requests with memory context and store interactions.",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\memory_middleware.py",
      "source_location": "L1",
      "community": 0,
      "norm_label": "memory middleware \u2014 enrich requests with memory context and store interactions.",
      "id": "core_memory_middleware_rationale_1"
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      "label": "Enrich orchestrator context with memory and persist interactions after.",
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      "source_location": "L55",
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      "community": 0,
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      "id": "core_memory_middleware_rationale_69"
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      "source_file": "api\\app\\core\\memory_middleware.py",
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    {
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      "id": "integrations_ms_graph_rationale_211"
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    {
      "label": "Return up to ``_MAX_MESSAGES`` Teams messages matching *filter_config*.",
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      "source_location": "L250",
      "community": 3,
      "norm_label": "return up to ``_max_messages`` teams messages matching *filter_config*.",
      "id": "integrations_ms_graph_rationale_250"
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      "file_type": "code",
      "source_file": "api\\app\\integrations\\__init__.py",
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      "norm_label": "__init__.py",
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      "file_type": "code",
      "source_file": "api\\app\\integrations\\__init__.py",
      "source_location": "L42",
      "community": 3,
      "norm_label": "emailmessage",
      "id": "integrations_init_emailmessage"
    },
    {
      "label": "as_text()",
      "file_type": "code",
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      "source_location": "L53",
      "community": 3,
      "norm_label": "as_text()",
      "id": "integrations_init_as_text"
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    {
      "label": "ChatMessage",
      "file_type": "code",
      "source_file": "api\\app\\integrations\\__init__.py",
      "source_location": "L66",
      "community": 3,
      "norm_label": "chatmessage",
      "id": "integrations_init_chatmessage"
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      "id": "integrations_init_rationale_1"
    },
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      "community": 3,
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      "id": "integrations_init_rationale_43"
    },
    {
      "label": "Return a human-readable text representation for LLM extraction.",
      "file_type": "rationale",
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      "source_location": "L54",
      "community": 3,
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      "id": "integrations_init_rationale_67"
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      "source_file": "api\\tests\\conftest.py",
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      "community": 0,
      "norm_label": "conftest.py",
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    {
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      "source_file": "api\\tests\\conftest.py",
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      "community": 0,
      "norm_label": "_set_sqlite_pragma()",
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      "label": "client()",
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      "source_file": "api\\tests\\conftest.py",
      "source_location": "L97",
      "community": 0,
      "norm_label": "client()",
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      "source_file": "api\\tests\\conftest.py",
      "source_location": "L134",
      "community": 11,
      "norm_label": "auth_header()",
      "id": "tests_conftest_auth_header"
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      "file_type": "code",
      "source_file": "api\\tests\\conftest.py",
      "source_location": "L142",
      "community": 0,
      "norm_label": "db()",
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      "source_file": "api\\app\\api\\routes\\device_ws.py",
      "source_location": "L278",
      "community": 2,
      "norm_label": "handle a floating_request frame \u2014 streams floatingformatter output back on the s",
      "id": "routes_device_ws_rationale_278"
    },
    {
      "label": "Handle a brief_request frame \u2014 streams plain-text brief back on the socket.",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\device_ws.py",
      "source_location": "L348",
      "community": 2,
      "norm_label": "handle a brief_request frame \u2014 streams plain-text brief back on the socket.",
      "id": "routes_device_ws_rationale_348"
    },
    {
      "label": "Handle a task_brief_request frame \u2014 Stage-1 executive assistant deep research.",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\device_ws.py",
      "source_location": "L432",
      "community": 2,
      "norm_label": "handle a task_brief_request frame \u2014 stage-1 executive assistant deep research.",
      "id": "routes_device_ws_rationale_432"
    },
    {
      "label": "Handle a journey_start frame \u2014 explores directory and sends first question.",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\device_ws.py",
      "source_location": "L523",
      "community": 2,
      "norm_label": "handle a journey_start frame \u2014 explores directory and sends first question.",
      "id": "routes_device_ws_rationale_523"
    },
    {
      "label": "Handle a journey_message frame \u2014 continues the journey conversation.",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\device_ws.py",
      "source_location": "L549",
      "community": 2,
      "norm_label": "handle a journey_message frame \u2014 continues the journey conversation.",
      "id": "routes_device_ws_rationale_549"
    },
    {
      "label": "Send a ping frame every 30 s to keep the connection alive.",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\device_ws.py",
      "source_location": "L575",
      "community": 2,
      "norm_label": "send a ping frame every 30 s to keep the connection alive.",
      "id": "routes_device_ws_rationale_575"
    },
    {
      "label": "Mark all in-progress AgentRunLog rows as 'error' for this user.",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\device_ws.py",
      "source_location": "L584",
      "community": 2,
      "norm_label": "mark all in-progress agentrunlog rows as 'error' for this user.",
      "id": "routes_device_ws_rationale_584"
    },
    {
      "label": "Centralises tier feature-gating, rate-limit lookups, and quota checks.",
      "file_type": "rationale",
      "source_file": "api\\app\\billing\\tier_manager.py",
      "source_location": "L81",
      "community": 0,
      "norm_label": "centralises tier feature-gating, rate-limit lookups, and quota checks.",
      "id": "billing_tier_manager_rationale_81"
    },
    {
      "label": "Return the current billing tier for ``user_id`` from the DB.          Falls ba",
      "file_type": "rationale",
      "source_file": "api\\app\\billing\\tier_manager.py",
      "source_location": "L86",
      "community": 0,
      "norm_label": "return the current billing tier for ``user_id`` from the db.          falls ba",
      "id": "billing_tier_manager_rationale_86"
    },
    {
      "label": "Return ``True`` if ``tier`` has ``feature`` enabled.          For numeric feat",
      "file_type": "rationale",
      "source_file": "api\\app\\billing\\tier_manager.py",
      "source_location": "L105",
      "community": 0,
      "norm_label": "return ``true`` if ``tier`` has ``feature`` enabled.          for numeric feat",
      "id": "billing_tier_manager_rationale_105"
    },
    {
      "label": "Raise ``HTTP 403`` if ``tier`` does not have ``feature``.",
      "file_type": "rationale",
      "source_file": "api\\app\\billing\\tier_manager.py",
      "source_location": "L117",
      "community": 0,
      "norm_label": "raise ``http 403`` if ``tier`` does not have ``feature``.",
      "id": "billing_tier_manager_rationale_117"
    },
    {
      "label": "Return the requests-per-minute limit for ``tier``.",
      "file_type": "rationale",
      "source_file": "api\\app\\billing\\tier_manager.py",
      "source_location": "L129",
      "community": 0,
      "norm_label": "return the requests-per-minute limit for ``tier``.",
      "id": "billing_tier_manager_rationale_129"
    },
    {
      "label": "Stream a plain-text daily home brief.      Yields (event_type, data) tuples id",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\brief_agent.py",
      "source_location": "L157",
      "community": 250,
      "norm_label": "stream a plain-text daily home brief.      yields (event_type, data) tuples id",
      "id": "core_brief_agent_rationale_157"
    },
    {
      "label": "Stream a plain-text project status brief for project_id.      Yields (event_ty",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\brief_agent.py",
      "source_location": "L192",
      "community": 251,
      "norm_label": "stream a plain-text project status brief for project_id.      yields (event_ty",
      "id": "core_brief_agent_rationale_192"
    },
    {
      "label": "Build a comprehensive DATE CONTEXT block with pre-computed ms-epoch boundaries f",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\deep_agent.py",
      "source_location": "L64",
      "community": 0,
      "norm_label": "build a comprehensive date context block with pre-computed ms-epoch boundaries f",
      "id": "core_deep_agent_rationale_64"
    },
    {
      "label": "Return a system-prompt paragraph listing proactive behavioral hints.      Retu",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\deep_agent.py",
      "source_location": "L153",
      "community": 0,
      "norm_label": "return a system-prompt paragraph listing proactive behavioral hints.      retu",
      "id": "core_deep_agent_rationale_153"
    },
    {
      "label": "Return a system-prompt paragraph listing known people/projects from relational m",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\deep_agent.py",
      "source_location": "L169",
      "community": 0,
      "norm_label": "return a system-prompt paragraph listing known people/projects from relational m",
      "id": "core_deep_agent_rationale_169"
    },
    {
      "label": "Return a compact user-profile block from core memory onboarding fields.      R",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\deep_agent.py",
      "source_location": "L188",
      "community": 0,
      "norm_label": "return a compact user-profile block from core memory onboarding fields.      r",
      "id": "core_deep_agent_rationale_188"
    },
    {
      "label": "Return a small block with per-request scope and resolved project context.",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\deep_agent.py",
      "source_location": "L204",
      "community": 0,
      "norm_label": "return a small block with per-request scope and resolved project context.",
      "id": "core_deep_agent_rationale_204"
    },
    {
      "label": "Resolve likely project UUID from user message using client project list.",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\deep_agent.py",
      "source_location": "L419",
      "community": 0,
      "norm_label": "resolve likely project uuid from user message using client project list.",
      "id": "core_deep_agent_rationale_419"
    },
    {
      "label": "Fetch Langfuse template and compile all per-request slots into one system prompt",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\deep_agent.py",
      "source_location": "L491",
      "community": 0,
      "norm_label": "fetch langfuse template and compile all per-request slots into one system prompt",
      "id": "core_deep_agent_rationale_491"
    },
    {
      "label": "Ensure floating responses stay plain text with no XML-like tag wrappers.",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\deep_agent.py",
      "source_location": "L587",
      "community": 0,
      "norm_label": "ensure floating responses stay plain text with no xml-like tag wrappers.",
      "id": "core_deep_agent_rationale_587"
    },
    {
      "label": "Streaming sanitizer that removes floating markup without buffering the full answ",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\deep_agent.py",
      "source_location": "L604",
      "community": 0,
      "norm_label": "streaming sanitizer that removes floating markup without buffering the full answ",
      "id": "core_deep_agent_rationale_604"
    },
    {
      "label": "Return memory tools that only read \u2014 safe for the read-only brief-agent subset.",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\deep_agent.py",
      "source_location": "L792",
      "community": 0,
      "norm_label": "return memory tools that only read \u2014 safe for the read-only brief-agent subset.",
      "id": "core_deep_agent_rationale_792"
    },
    {
      "label": "Return the full tool palette for Stage-1 task brief research (read-only).",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\deep_agent.py",
      "source_location": "L802",
      "community": 0,
      "norm_label": "return the full tool palette for stage-1 task brief research (read-only).",
      "id": "core_deep_agent_rationale_802"
    },
    {
      "label": "Stage-1 executive assistant: deep research for one task.      Yields ``(\"token",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\deep_agent.py",
      "source_location": "L1426",
      "community": 0,
      "norm_label": "stage-1 executive assistant: deep research for one task.      yields ``(\"token",
      "id": "core_deep_agent_rationale_1426"
    },
    {
      "label": "Compatibility helper kept for callers that expect explicit memory update API.",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\deep_agent.py",
      "source_location": "L1465",
      "community": 0,
      "norm_label": "compatibility helper kept for callers that expect explicit memory update api.",
      "id": "core_deep_agent_rationale_1465"
    },
    {
      "label": "Return the resolved model string for *agent_name* (for Langfuse tracking).",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\llm.py",
      "source_location": "L119",
      "community": 252,
      "norm_label": "return the resolved model string for *agent_name* (for langfuse tracking).",
      "id": "core_llm_rationale_119"
    },
    {
      "label": "Return an LLM configured for *agent_name*, respecting per-agent overrides.",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\llm.py",
      "source_location": "L128",
      "community": 253,
      "norm_label": "return an llm configured for *agent_name*, respecting per-agent overrides.",
      "id": "core_llm_rationale_128"
    },
    {
      "label": "Return an embedding vector for *text*.      Uses ``settings.LLM_EMBED_MODEL``",
      "file_type": "rationale",
      "source_file": "api\\app\\core\\llm.py",
      "source_location": "L138",
      "community": 254,
      "norm_label": "return an embedding vector for *text*.      uses ``settings.llm_embed_model``",
      "id": "core_llm_rationale_138"
    },
    {
      "label": "Create all tables before each test, seed test users, then drop after.",
      "file_type": "rationale",
      "source_file": "api\\tests\\conftest.py",
      "source_location": "L60",
      "community": 0,
      "norm_label": "create all tables before each test, seed test users, then drop after.",
      "id": "tests_conftest_rationale_60"
    },
    {
      "label": "Yield a per-test async DB session.",
      "file_type": "rationale",
      "source_file": "api\\tests\\conftest.py",
      "source_location": "L89",
      "community": 0,
      "norm_label": "yield a per-test async db session.",
      "id": "tests_conftest_rationale_89"
    },
    {
      "label": "FastAPI test client with ``get_session`` overridden to use the test DB.",
      "file_type": "rationale",
      "source_file": "api\\tests\\conftest.py",
      "source_location": "L96",
      "community": 0,
      "norm_label": "fastapi test client with ``get_session`` overridden to use the test db.",
      "id": "tests_conftest_rationale_96"
    },
    {
      "label": "Create a signed test JWT.      Uses the fixed ``TEST_USER_IDS`` mapping so the",
      "file_type": "rationale",
      "source_file": "api\\tests\\conftest.py",
      "source_location": "L115",
      "community": 0,
      "norm_label": "create a signed test jwt.      uses the fixed ``test_user_ids`` mapping so the",
      "id": "tests_conftest_rationale_115"
    },
    {
      "label": "Return an Authorization header dict for the given tier.",
      "file_type": "rationale",
      "source_file": "api\\tests\\conftest.py",
      "source_location": "L133",
      "community": 0,
      "norm_label": "return an authorization header dict for the given tier.",
      "id": "tests_conftest_rationale_133"
    },
    {
      "label": "Server \u2192 Client: requests a CRUD/vector operation on the local DB.",
      "file_type": "rationale",
      "source_file": "api\\app\\schemas.py",
      "source_location": "L93",
      "community": 255,
      "norm_label": "server \u2192 client: requests a crud/vector operation on the local db.",
      "id": "app_schemas_rationale_93"
    },
    {
      "label": "Client \u2192 Server: result of a CRUD/vector operation.",
      "file_type": "rationale",
      "source_file": "api\\app\\schemas.py",
      "source_location": "L106",
      "community": 256,
      "norm_label": "client \u2192 server: result of a crud/vector operation.",
      "id": "app_schemas_rationale_106"
    },
    {
      "label": "Server \u2192 Client: incremental LLM response text.",
      "file_type": "rationale",
      "source_file": "api\\app\\schemas.py",
      "source_location": "L119",
      "community": 257,
      "norm_label": "server \u2192 client: incremental llm response text.",
      "id": "app_schemas_rationale_119"
    },
    {
      "label": "Server \u2192 Client: signals end of response with the complete text.",
      "file_type": "rationale",
      "source_file": "api\\app\\schemas.py",
      "source_location": "L126",
      "community": 258,
      "norm_label": "server \u2192 client: signals end of response with the complete text.",
      "id": "app_schemas_rationale_126"
    },
    {
      "label": "User display preferences sent by Electron on each request.",
      "file_type": "rationale",
      "source_file": "api\\app\\schemas.py",
      "source_location": "L146",
      "community": 259,
      "norm_label": "user display preferences sent by electron on each request.",
      "id": "app_schemas_rationale_146"
    },
    {
      "label": "Scope for a floating request \u2014 narrows the agent to a specific entity.",
      "file_type": "rationale",
      "source_file": "api\\app\\schemas.py",
      "source_location": "L156",
      "community": 260,
      "norm_label": "scope for a floating request \u2014 narrows the agent to a specific entity.",
      "id": "app_schemas_rationale_156"
    },
    {
      "label": "Client \u2192 Server: Home chat message.",
      "file_type": "rationale",
      "source_file": "api\\app\\schemas.py",
      "source_location": "L163",
      "community": 261,
      "norm_label": "client \u2192 server: home chat message.",
      "id": "app_schemas_rationale_163"
    },
    {
      "label": "Server \u2192 Client: signals start of a streaming response.",
      "file_type": "rationale",
      "source_file": "api\\app\\schemas.py",
      "source_location": "L192",
      "community": 262,
      "norm_label": "server \u2192 client: signals start of a streaming response.",
      "id": "app_schemas_rationale_192"
    },
    {
      "label": "Server \u2192 Client: streamed text token.",
      "file_type": "rationale",
      "source_file": "api\\app\\schemas.py",
      "source_location": "L199",
      "community": 263,
      "norm_label": "server \u2192 client: streamed text token.",
      "id": "app_schemas_rationale_199"
    },
    {
      "label": "Server \u2192 Client: signals end of a streaming response.",
      "file_type": "rationale",
      "source_file": "api\\app\\schemas.py",
      "source_location": "L207",
      "community": 264,
      "norm_label": "server \u2192 client: signals end of a streaming response.",
      "id": "app_schemas_rationale_207"
    },
    {
      "label": "Structured floating domain payload for UI routing decisions.",
      "file_type": "rationale",
      "source_file": "api\\app\\schemas.py",
      "source_location": "L215",
      "community": 265,
      "norm_label": "structured floating domain payload for ui routing decisions.",
      "id": "app_schemas_rationale_215"
    },
    {
      "label": "Server \u2192 Client: domain determined for a floating request.",
      "file_type": "rationale",
      "source_file": "api\\app\\schemas.py",
      "source_location": "L223",
      "community": 266,
      "norm_label": "server \u2192 client: domain determined for a floating request.",
      "id": "app_schemas_rationale_223"
    },
    {
      "label": "Per-type extraction config produced by the journey chatbot.",
      "file_type": "rationale",
      "source_file": "api\\app\\schemas.py",
      "source_location": "L234",
      "community": 267,
      "norm_label": "per-type extraction config produced by the journey chatbot.",
      "id": "app_schemas_rationale_234"
    },
    {
      "label": "List notes, optionally scoped to a project by project_id.",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\note_agent.py",
      "source_location": "L24",
      "community": 268,
      "norm_label": "list notes, optionally scoped to a project by project_id.",
      "id": "agents_note_agent_rationale_24"
    },
    {
      "label": "Fetch a single note by its UUID to read its full Markdown content.",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\note_agent.py",
      "source_location": "L40",
      "community": 269,
      "norm_label": "fetch a single note by its uuid to read its full markdown content.",
      "id": "agents_note_agent_rationale_40"
    },
    {
      "label": "Create a new note.     title: note heading (required)     content: Markdown bo",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\note_agent.py",
      "source_location": "L54",
      "community": 270,
      "norm_label": "create a new note.     title: note heading (required)     content: markdown bo",
      "id": "agents_note_agent_rationale_54"
    },
    {
      "label": "Update an existing note. Only pass fields that should change.     note_id: UUID",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\note_agent.py",
      "source_location": "L85",
      "community": 271,
      "norm_label": "update an existing note. only pass fields that should change.     note_id: uuid",
      "id": "agents_note_agent_rationale_85"
    },
    {
      "label": "Delete a note permanently by its UUID.",
      "file_type": "rationale",
      "source_file": "api\\app\\agents\\note_agent.py",
      "source_location": "L113",
      "community": 272,
      "norm_label": "delete a note permanently by its uuid.",
      "id": "agents_note_agent_rationale_113"
    },
    {
      "label": "Raise HTTP 402 if the user has exceeded their daily batch run limit.",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\agents.py",
      "source_location": "L99",
      "community": 2,
      "norm_label": "raise http 402 if the user has exceeded their daily batch run limit.",
      "id": "routes_agents_rationale_99"
    },
    {
      "label": "Return the static list of available agent types and their descriptions.",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\agents.py",
      "source_location": "L128",
      "community": 2,
      "norm_label": "return the static list of available agent types and their descriptions.",
      "id": "routes_agents_rationale_128"
    },
    {
      "label": "Check if the user can create one more agent based on billing tier.      Since",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\agents.py",
      "source_location": "L158",
      "community": 2,
      "norm_label": "check if the user can create one more agent based on billing tier.      since",
      "id": "routes_agents_rationale_158"
    },
    {
      "label": "Trigger a local agent run using client-provided configuration.",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\agents.py",
      "source_location": "L179",
      "community": 2,
      "norm_label": "trigger a local agent run using client-provided configuration.",
      "id": "routes_agents_rationale_179"
    },
    {
      "label": "Persistent WebSocket endpoint for Electron device connections.      Authentica",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\device_ws.py",
      "source_location": "L65",
      "community": 2,
      "norm_label": "persistent websocket endpoint for electron device connections.      authentica",
      "id": "routes_device_ws_rationale_65"
    },
    {
      "label": "Receive frames from Electron and dispatch to the appropriate handler.",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\device_ws.py",
      "source_location": "L133",
      "community": 2,
      "norm_label": "receive frames from electron and dispatch to the appropriate handler.",
      "id": "routes_device_ws_rationale_133"
    },
    {
      "label": "Return a callback that sends tool_call frames and awaits tool_result.",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\device_ws.py",
      "source_location": "L190",
      "community": 2,
      "norm_label": "return a callback that sends tool_call frames and awaits tool_result.",
      "id": "routes_device_ws_rationale_190"
    },
    {
      "label": "Handle a home_request frame \u2014 streams HomeFormatter output back on the socket.",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\device_ws.py",
      "source_location": "L204",
      "community": 2,
      "norm_label": "handle a home_request frame \u2014 streams homeformatter output back on the socket.",
      "id": "routes_device_ws_rationale_204"
    },
    {
      "label": "Handle a floating_request frame \u2014 streams FloatingFormatter output back on the s",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\device_ws.py",
      "source_location": "L272",
      "community": 2,
      "norm_label": "handle a floating_request frame \u2014 streams floatingformatter output back on the s",
      "id": "routes_device_ws_rationale_272"
    },
    {
      "label": "Handle a brief_request frame \u2014 streams plain-text brief back on the socket.",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\device_ws.py",
      "source_location": "L342",
      "community": 2,
      "norm_label": "handle a brief_request frame \u2014 streams plain-text brief back on the socket.",
      "id": "routes_device_ws_rationale_342"
    },
    {
      "label": "Handle a journey_start frame \u2014 explores directory and sends first question.",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\device_ws.py",
      "source_location": "L426",
      "community": 2,
      "norm_label": "handle a journey_start frame \u2014 explores directory and sends first question.",
      "id": "routes_device_ws_rationale_426"
    },
    {
      "label": "Handle a journey_message frame \u2014 continues the journey conversation.",
      "file_type": "rationale",
      "source_file": "api\\app\\api\\routes\\device_ws.py",
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    {
      "label": "Test Fixture: Action Email (journey_v2) \u00e2\u20ac\u201d login bug with detailed HTML",
      "file_type": "document",
      "source_file": "api/tests/fixtures/journey_v2/data/email_action.html",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 33,
      "norm_label": "test fixture: action email (journey_v2) a\u20ac\u201d login bug with detailed html",
      "id": "fixture_journey_v2_email_action"
    },
    {
      "label": "Test Fixture: Info Email (journey_v2) \u00e2\u20ac\u201d remote work policy FYI",
      "file_type": "document",
      "source_file": "api/tests/fixtures/journey_v2/data/email_info.html",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 119,
      "norm_label": "test fixture: info email (journey_v2) a\u20ac\u201d remote work policy fyi",
      "id": "fixture_journey_v2_email_info"
    },
    {
      "label": "Test Fixture: Action Email (preprocessors) \u00e2\u20ac\u201d login bug high priority",
      "file_type": "document",
      "source_file": "api/tests/fixtures/preprocessors/data/email_action.html",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 33,
      "norm_label": "test fixture: action email (preprocessors) a\u20ac\u201d login bug high priority",
      "id": "fixture_preprocessors_email_action"
    },
    {
      "label": "Test Fixture: Heavy HTML Email (preprocessors) \u00e2\u20ac\u201d complex table layout newsletter",
      "file_type": "document",
      "source_file": "api/tests/fixtures/preprocessors/data/email_heavy.html",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 178,
      "norm_label": "test fixture: heavy html email (preprocessors) a\u20ac\u201d complex table layout newsletter",
      "id": "fixture_preprocessors_email_heavy"
    },
    {
      "label": "Test Fixture: Single Email (preprocessors) \u00e2\u20ac\u201d minimal plain email",
      "file_type": "document",
      "source_file": "api/tests/fixtures/preprocessors/data/email_single.html",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 33,
      "norm_label": "test fixture: single email (preprocessors) a\u20ac\u201d minimal plain email",
      "id": "fixture_preprocessors_email_single"
    },
    {
      "label": "Test Fixture: Email Thread (preprocessors) \u00e2\u20ac\u201d nested blockquote multi-turn thread",
      "file_type": "document",
      "source_file": "api/tests/fixtures/preprocessors/data/email_thread.html",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 177,
      "norm_label": "test fixture: email thread (preprocessors) a\u20ac\u201d nested blockquote multi-turn thread",
      "id": "fixture_preprocessors_email_thread"
    },
    {
      "label": "Test Fixture: Fallback Plain Text (preprocessors) \u00e2\u20ac\u201d unstructured text fallback",
      "file_type": "document",
      "source_file": "api/tests/fixtures/preprocessors/data/fallback.txt",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 33,
      "norm_label": "test fixture: fallback plain text (preprocessors) a\u20ac\u201d unstructured text fallback",
      "id": "fixture_preprocessors_fallback"
    },
    {
      "label": "Test Fixture: Generic Web Page (preprocessors) \u00e2\u20ac\u201d non-email HTML page",
      "file_type": "document",
      "source_file": "api/tests/fixtures/preprocessors/data/generic_page.html",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 33,
      "norm_label": "test fixture: generic web page (preprocessors) a\u20ac\u201d non-email html page",
      "id": "fixture_preprocessors_generic_page"
    },
    {
      "label": "Test Fixture: Meeting Notes Plain Text (preprocessors) \u00e2\u20ac\u201d structured action items",
      "file_type": "document",
      "source_file": "api/tests/fixtures/preprocessors/data/notes.txt",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 33,
      "norm_label": "test fixture: meeting notes plain text (preprocessors) a\u20ac\u201d structured action items",
      "id": "fixture_preprocessors_notes"
    },
    {
      "label": "Email Type: Action \u00e2\u20ac\u201d requires task creation",
      "file_type": "document",
      "source_file": "api/tests/fixtures/agent_runner_v2/data/email_action.html",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 33,
      "norm_label": "email type: action a\u20ac\u201d requires task creation",
      "id": "concept_email_action_type"
    },
    {
      "label": "Email Type: Info \u00e2\u20ac\u201d FYI only, no action required",
      "file_type": "document",
      "source_file": "api/tests/fixtures/agent_runner_v2/data/email_info.html",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 119,
      "norm_label": "email type: info a\u20ac\u201d fyi only, no action required",
      "id": "concept_email_info_type"
    },
    {
      "label": "Email Type: Date \u00e2\u20ac\u201d contains scheduled event/date",
      "file_type": "document",
      "source_file": "api/tests/fixtures/agent_runner_v2/data/email_date.html",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 176,
      "norm_label": "email type: date a\u20ac\u201d contains scheduled event/date",
      "id": "concept_email_date_type"
    },
    {
      "label": "Email Type: No-Project \u00e2\u20ac\u201d irrelevant to any project",
      "file_type": "document",
      "source_file": "api/tests/fixtures/agent_runner_v2/data/email_no_project.html",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 175,
      "norm_label": "email type: no-project a\u20ac\u201d irrelevant to any project",
      "id": "concept_email_no_project_type"
    },
    {
      "label": "Email Type: Thread \u00e2\u20ac\u201d nested reply chain (blockquote structure)",
      "file_type": "document",
      "source_file": "api/tests/fixtures/preprocessors/data/email_thread.html",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 177,
      "norm_label": "email type: thread a\u20ac\u201d nested reply chain (blockquote structure)",
      "id": "concept_email_thread_type"
    },
    {
      "label": "Email Type: Heavy HTML \u00e2\u20ac\u201d complex table-based layout email",
      "file_type": "document",
      "source_file": "api/tests/fixtures/preprocessors/data/email_heavy.html",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 178,
      "norm_label": "email type: heavy html a\u20ac\u201d complex table-based layout email",
      "id": "concept_email_heavy_type"
    },
    {
      "label": "Email Parsing Pattern \u00e2\u20ac\u201d extract headers, type, project linkage",
      "file_type": "document",
      "source_file": "api/tests/fixtures/preprocessors/data/email_action.html",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 33,
      "norm_label": "email parsing pattern a\u20ac\u201d extract headers, type, project linkage",
      "id": "concept_email_parsing"
    },
    {
      "label": "Content Preprocessor Pipeline \u00e2\u20ac\u201d HTML/text normalization before agent processing",
      "file_type": "document",
      "source_file": "api/tests/fixtures/preprocessors/data/generic_page.html",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 33,
      "norm_label": "content preprocessor pipeline a\u20ac\u201d html/text normalization before agent processing",
      "id": "concept_preprocessor_pipeline"
    },
    {
      "label": "Agent Runner V2 \u00e2\u20ac\u201d agent execution test harness",
      "file_type": "document",
      "source_file": "api/tests/fixtures/agent_runner_v2/data/email_action.html",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 33,
      "norm_label": "agent runner v2 a\u20ac\u201d agent execution test harness",
      "id": "concept_agent_runner_v2"
    },
    {
      "label": "Journey V2 \u00e2\u20ac\u201d user journey / end-to-end flow test harness",
      "file_type": "document",
      "source_file": "api/tests/fixtures/journey_v2/data/email_action.html",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 33,
      "norm_label": "journey v2 a\u20ac\u201d user journey / end-to-end flow test harness",
      "id": "concept_journey_v2"
    },
    {
      "label": "AdiuvAI Brand",
      "file_type": "image",
      "source_file": "adiuvAI/assets/logo/logo-icon.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 31,
      "norm_label": "adiuvai brand",
      "id": "logo-icon_adiuvai_brand"
    },
    {
      "label": "AdiuvAI Logo Icon",
      "file_type": "image",
      "source_file": "adiuvAI/assets/logo/logo-icon.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 31,
      "norm_label": "adiuvai logo icon",
      "id": "logo-icon_logo_icon"
    },
    {
      "label": "Diamond / Rhombus Shape",
      "file_type": "image",
      "source_file": "adiuvAI/assets/logo/logo-icon.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 31,
      "norm_label": "diamond / rhombus shape",
      "id": "logo-icon_visual_diamond_shape"
    },
    {
      "label": "Upper Golden Triangle",
      "file_type": "image",
      "source_file": "adiuvAI/assets/logo/logo-icon.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 31,
      "norm_label": "upper golden triangle",
      "id": "logo-icon_upper_triangle_golden"
    },
    {
      "label": "Lower Dark Triangle",
      "file_type": "image",
      "source_file": "adiuvAI/assets/logo/logo-icon.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 31,
      "norm_label": "lower dark triangle",
      "id": "logo-icon_lower_triangle_dark"
    },
    {
      "label": "Amber Junction Dot",
      "file_type": "image",
      "source_file": "adiuvAI/assets/logo/logo-icon.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 31,
      "norm_label": "amber junction dot",
      "id": "logo-icon_junction_dot"
    },
    {
      "label": "Pinkish-Lavender Rounded Square Background",
      "file_type": "image",
      "source_file": "adiuvAI/assets/logo/logo-icon.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 31,
      "norm_label": "pinkish-lavender rounded square background",
      "id": "logo-icon_background_shape"
    },
    {
      "label": "Color: Golden Amber (#F5C07A)",
      "file_type": "image",
      "source_file": "adiuvAI/assets/logo/logo-icon.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 31,
      "norm_label": "color: golden amber (#f5c07a)",
      "id": "logo-icon_color_golden_amber"
    },
    {
      "label": "Color: Near-Black (#1A1A1A)",
      "file_type": "image",
      "source_file": "adiuvAI/assets/logo/logo-icon.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 31,
      "norm_label": "color: near-black (#1a1a1a)",
      "id": "logo-icon_color_near_black"
    },
    {
      "label": "Color: Pinkish-Lavender Background (#F0EBF4)",
      "file_type": "image",
      "source_file": "adiuvAI/assets/logo/logo-icon.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 31,
      "norm_label": "color: pinkish-lavender background (#f0ebf4)",
      "id": "logo-icon_color_lavender_bg"
    },
    {
      "label": "Design Style: Flat Minimal Geometric",
      "file_type": "image",
      "source_file": "adiuvAI/assets/logo/logo-icon.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 31,
      "norm_label": "design style: flat minimal geometric",
      "id": "logo-icon_design_style_flat_minimal"
    },
    {
      "label": "Logo Type: Icon / Symbol Mark",
      "file_type": "image",
      "source_file": "adiuvAI/assets/logo/logo-icon.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 31,
      "norm_label": "logo type: icon / symbol mark",
      "id": "logo-icon_logo_type_icon_mark"
    },
    {
      "label": "Visual Metaphor: Gem / Compass Needle / Directional Pointer",
      "file_type": "image",
      "source_file": "adiuvAI/assets/logo/logo-icon.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 31,
      "norm_label": "visual metaphor: gem / compass needle / directional pointer",
      "id": "logo-icon_visual_metaphor_gem_compass"
    },
    {
      "label": "Brand Value: Calm, Intelligent, Warm",
      "file_type": "image",
      "source_file": "adiuvAI/assets/logo/logo-icon.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 31,
      "norm_label": "brand value: calm, intelligent, warm",
      "id": "logo-icon_brand_value_calm_intelligent"
    },
    {
      "label": "Brand Value: Precision and Clarity",
      "file_type": "image",
      "source_file": "adiuvAI/assets/logo/logo-icon.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 31,
      "norm_label": "brand value: precision and clarity",
      "id": "logo-icon_brand_value_precision_clarity"
    },
    {
      "label": "Visual Duality: Light and Dark (Golden / Black)",
      "file_type": "image",
      "source_file": "adiuvAI/assets/logo/logo-icon.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 31,
      "norm_label": "visual duality: light and dark (golden / black)",
      "id": "logo-icon_duality_light_dark"
    },
    {
      "label": "Home Screen",
      "file_type": "image",
      "source_file": "adiuvAI/assets/screenshot/home.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 22,
      "norm_label": "home screen",
      "id": "home_HomeScreen"
    },
    {
      "label": "App Logo (Golden Diamond Icon)",
      "file_type": "image",
      "source_file": "adiuvAI/assets/screenshot/home.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 22,
      "norm_label": "app logo (golden diamond icon)",
      "id": "home_AppLogo"
    },
    {
      "label": "Left Sidebar Navigation",
      "file_type": "image",
      "source_file": "adiuvAI/assets/screenshot/home.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 22,
      "norm_label": "left sidebar navigation",
      "id": "home_SidebarNav"
    },
    {
      "label": "Nav Item: Home (active)",
      "file_type": "image",
      "source_file": "adiuvAI/assets/screenshot/home.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 22,
      "norm_label": "nav item: home (active)",
      "id": "home_NavHome"
    },
    {
      "label": "Nav Item: Timeline / List",
      "file_type": "image",
      "source_file": "adiuvAI/assets/screenshot/home.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 22,
      "norm_label": "nav item: timeline / list",
      "id": "home_NavTimeline"
    },
    {
      "label": "Nav Item: Tasks",
      "file_type": "image",
      "source_file": "adiuvAI/assets/screenshot/home.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 22,
      "norm_label": "nav item: tasks",
      "id": "home_NavTasks"
    },
    {
      "label": "Nav Item: Projects / Notes",
      "file_type": "image",
      "source_file": "adiuvAI/assets/screenshot/home.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 22,
      "norm_label": "nav item: projects / notes",
      "id": "home_NavProjects"
    },
    {
      "label": "Nav Item: Folder",
      "file_type": "image",
      "source_file": "adiuvAI/assets/screenshot/home.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 22,
      "norm_label": "nav item: folder",
      "id": "home_NavFolder"
    },
    {
      "label": "Sidebar Toggle Button",
      "file_type": "image",
      "source_file": "adiuvAI/assets/screenshot/home.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 22,
      "norm_label": "sidebar toggle button",
      "id": "home_SidebarToggle"
    },
    {
      "label": "User Avatar (RM initials)",
      "file_type": "image",
      "source_file": "adiuvAI/assets/screenshot/home.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 22,
      "norm_label": "user avatar (rm initials)",
      "id": "home_UserAvatar"
    },
    {
      "label": "Personalized Greeting (Good evening, Roberto)",
      "file_type": "image",
      "source_file": "adiuvAI/assets/screenshot/home.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 22,
      "norm_label": "personalized greeting (good evening, roberto)",
      "id": "home_PersonalizedGreeting"
    },
    {
      "label": "Golden Sparkle / AI Marker Icon",
      "file_type": "image",
      "source_file": "adiuvAI/assets/screenshot/home.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 22,
      "norm_label": "golden sparkle / ai marker icon",
      "id": "home_SparkleIcon"
    },
    {
      "label": "Task Count Summary (1 task due today)",
      "file_type": "image",
      "source_file": "adiuvAI/assets/screenshot/home.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 22,
      "norm_label": "task count summary (1 task due today)",
      "id": "home_TaskCountSummary"
    },
    {
      "label": "AI Daily Brief Text Block",
      "file_type": "image",
      "source_file": "adiuvAI/assets/screenshot/home.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 22,
      "norm_label": "ai daily brief text block",
      "id": "home_DailyBrief"
    },
    {
      "label": "Ask Me Anything Chat Input",
      "file_type": "image",
      "source_file": "adiuvAI/assets/screenshot/home.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
      "contributor": null,
      "community": 22,
      "norm_label": "ask me anything chat input",
      "id": "home_ChatInput"
    },
    {
      "label": "Chat Submit Button (Golden Arrow)",
      "file_type": "image",
      "source_file": "adiuvAI/assets/screenshot/home.png",
      "source_location": null,
      "source_url": null,
      "captured_at": null,
      "author": null,
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