fix(backend): update conversation and schedule center schemas

Ultraworked with [Sisyphus](https://github.com/code-yeongyu/oh-my-openagent)

Co-authored-by: Sisyphus <clio-agent@sisyphuslabs.ai>

backend/app/database.py

@@ -35,6 +35,7 @@ async def get_db() -> AsyncGenerator[AsyncSession, None]:
 async def init_db():
     async with engine.begin() as conn:
         await conn.run_sync(Base.metadata.create_all)
+        await ensure_task_columns(conn)
         await ensure_log_columns(conn)
         await ensure_message_columns(conn)
         await ensure_conversation_columns(conn)
@@ -47,6 +48,195 @@ async def init_db():
         await ensure_learning_artifact_tables(conn)
 
 
+async def ensure_task_columns(conn):
+    rows = await _get_table_info(conn, 'tasks')
+    if not rows:
+        return
+
+    columns = {row[1] for row in rows}
+    required_columns = {
+        'source': "ALTER TABLE tasks ADD COLUMN source VARCHAR(32) DEFAULT 'manual' NOT NULL",
+        'conversation_id': "ALTER TABLE tasks ADD COLUMN conversation_id VARCHAR(36)",
+        'quadrant': "ALTER TABLE tasks ADD COLUMN quadrant VARCHAR(64)",
+        'assignee_type': "ALTER TABLE tasks ADD COLUMN assignee_type VARCHAR(32)",
+        'assignee_id': "ALTER TABLE tasks ADD COLUMN assignee_id VARCHAR(255)",
+        'dispatch_status': "ALTER TABLE tasks ADD COLUMN dispatch_status VARCHAR(32) DEFAULT 'idle' NOT NULL",
+        'dispatch_run_id': "ALTER TABLE tasks ADD COLUMN dispatch_run_id VARCHAR(64)",
+        'result_summary': "ALTER TABLE tasks ADD COLUMN result_summary TEXT",
+        'started_at': "ALTER TABLE tasks ADD COLUMN started_at DATETIME",
+        'last_synced_at': "ALTER TABLE tasks ADD COLUMN last_synced_at DATETIME",
+    }
+    for column, ddl in required_columns.items():
+        if column not in columns:
+            await conn.execute(text(ddl))
+
+    indexes = {
+        'ix_tasks_due_date': "CREATE INDEX IF NOT EXISTS ix_tasks_due_date ON tasks (due_date)",
+        'ix_tasks_source': "CREATE INDEX IF NOT EXISTS ix_tasks_source ON tasks (source)",
+        'ix_tasks_conversation_id': "CREATE INDEX IF NOT EXISTS ix_tasks_conversation_id ON tasks (conversation_id)",
+        'ix_tasks_quadrant': "CREATE INDEX IF NOT EXISTS ix_tasks_quadrant ON tasks (quadrant)",
+        'ix_tasks_assignee_type': "CREATE INDEX IF NOT EXISTS ix_tasks_assignee_type ON tasks (assignee_type)",
+        'ix_tasks_assignee_id': "CREATE INDEX IF NOT EXISTS ix_tasks_assignee_id ON tasks (assignee_id)",
+        'ix_tasks_dispatch_status': "CREATE INDEX IF NOT EXISTS ix_tasks_dispatch_status ON tasks (dispatch_status)",
+        'ix_tasks_dispatch_run_id': "CREATE INDEX IF NOT EXISTS ix_tasks_dispatch_run_id ON tasks (dispatch_run_id)",
+    }
+    for ddl in indexes.values():
+        await conn.execute(text(ddl))
+
+    history_rows = await _get_table_info(conn, 'task_histories')
+    if history_rows:
+        history_columns = {row[1] for row in history_rows}
+        if 'subtask_id' not in history_columns:
+            await conn.execute(text("ALTER TABLE task_histories ADD COLUMN subtask_id VARCHAR(36)"))
+        await conn.execute(text("CREATE INDEX IF NOT EXISTS ix_task_histories_subtask_id ON task_histories (subtask_id)"))
+
+    await conn.execute(
+        text(
+            """
+            CREATE TABLE IF NOT EXISTS task_subtasks (
+                id VARCHAR(36) PRIMARY KEY,
+                created_at DATETIME NOT NULL,
+                updated_at DATETIME NOT NULL,
+                task_id VARCHAR(36) NOT NULL,
+                title VARCHAR(500) NOT NULL,
+                description TEXT,
+                status VARCHAR(32) NOT NULL DEFAULT 'todo',
+                order_index INTEGER NOT NULL DEFAULT 0,
+                assignee_type VARCHAR(32),
+                assignee_id VARCHAR(255),
+                dispatch_status VARCHAR(32) NOT NULL DEFAULT 'idle',
+                dispatch_run_id VARCHAR(64),
+                completed_at DATETIME,
+                FOREIGN KEY(task_id) REFERENCES tasks (id)
+            )
+            """
+        )
+    )
+    subtask_rows = await _get_table_info(conn, 'task_subtasks')
+    subtask_columns = {row[1] for row in subtask_rows}
+    if 'result_summary' not in subtask_columns:
+        await conn.execute(text("ALTER TABLE task_subtasks ADD COLUMN result_summary TEXT"))
+    subtask_indexes = {
+        'ix_task_subtasks_task_id': "CREATE INDEX IF NOT EXISTS ix_task_subtasks_task_id ON task_subtasks (task_id)",
+        'ix_task_subtasks_status': "CREATE INDEX IF NOT EXISTS ix_task_subtasks_status ON task_subtasks (status)",
+        'ix_task_subtasks_order_index': "CREATE INDEX IF NOT EXISTS ix_task_subtasks_order_index ON task_subtasks (order_index)",
+        'ix_task_subtasks_assignee_type': "CREATE INDEX IF NOT EXISTS ix_task_subtasks_assignee_type ON task_subtasks (assignee_type)",
+        'ix_task_subtasks_assignee_id': "CREATE INDEX IF NOT EXISTS ix_task_subtasks_assignee_id ON task_subtasks (assignee_id)",
+        'ix_task_subtasks_dispatch_status': "CREATE INDEX IF NOT EXISTS ix_task_subtasks_dispatch_status ON task_subtasks (dispatch_status)",
+        'ix_task_subtasks_dispatch_run_id': "CREATE INDEX IF NOT EXISTS ix_task_subtasks_dispatch_run_id ON task_subtasks (dispatch_run_id)",
+    }
+    for ddl in subtask_indexes.values():
+        await conn.execute(text(ddl))
+
+    # Normalize legacy/invalid enum-like values to prevent ORM Enum decoding failures.
+    await conn.execute(
+        text(
+            """
+            UPDATE tasks
+            SET source = 'manual'
+            WHERE source IS NULL
+               OR TRIM(source) = ''
+               OR source NOT IN ('manual','chat','schedule_center','today_status','commander')
+            """
+        )
+    )
+    await conn.execute(
+        text(
+            """
+            UPDATE tasks
+            SET status = 'todo'
+            WHERE status IS NULL
+               OR TRIM(status) = ''
+               OR status NOT IN ('todo','in_progress','done','cancelled')
+            """
+        )
+    )
+    await conn.execute(
+        text(
+            """
+            UPDATE tasks
+            SET priority = 'medium'
+            WHERE priority IS NULL
+               OR TRIM(priority) = ''
+               OR priority NOT IN ('low','medium','high','urgent')
+            """
+        )
+    )
+    await conn.execute(
+        text(
+            """
+            UPDATE tasks
+            SET quadrant = NULL
+            WHERE quadrant IS NOT NULL
+              AND (TRIM(quadrant) = '' OR quadrant NOT IN (
+                'urgent-important',
+                'not-urgent-important',
+                'urgent-not-important',
+                'not-urgent-not-important'
+              ))
+            """
+        )
+    )
+    await conn.execute(
+        text(
+            """
+            UPDATE tasks
+            SET assignee_type = NULL
+            WHERE assignee_type IS NOT NULL
+              AND (TRIM(assignee_type) = '' OR assignee_type NOT IN (
+                'user','commander','agent','planner','executor','knowledge','analyst','coder','researcher'
+              ))
+            """
+        )
+    )
+    await conn.execute(
+        text(
+            """
+            UPDATE tasks
+            SET dispatch_status = 'idle'
+            WHERE dispatch_status IS NULL
+               OR TRIM(dispatch_status) = ''
+               OR dispatch_status NOT IN ('idle','queued','running','completed','failed')
+            """
+        )
+    )
+
+    await conn.execute(
+        text(
+            """
+            UPDATE task_subtasks
+            SET status = 'todo'
+            WHERE status IS NULL
+               OR TRIM(status) = ''
+               OR status NOT IN ('todo','in_progress','done','cancelled')
+            """
+        )
+    )
+    await conn.execute(
+        text(
+            """
+            UPDATE task_subtasks
+            SET assignee_type = NULL
+            WHERE assignee_type IS NOT NULL
+              AND (TRIM(assignee_type) = '' OR assignee_type NOT IN (
+                'user','commander','agent','planner','executor','knowledge','analyst','coder','researcher'
+              ))
+            """
+        )
+    )
+    await conn.execute(
+        text(
+            """
+            UPDATE task_subtasks
+            SET dispatch_status = 'idle'
+            WHERE dispatch_status IS NULL
+               OR TRIM(dispatch_status) = ''
+               OR dispatch_status NOT IN ('idle','queued','running','completed','failed')
+            """
+        )
+    )
+
+
 async def ensure_log_columns(conn):
     result = await conn.execute(text("PRAGMA table_info(logs)"))
     rows = result.fetchall()

backend/app/main.py

@@ -31,6 +31,7 @@ from app.routers import (
     terminal_router,
     tools_router,
     remote_mount_router,
+    office_router,
 )
 from app.routers.scheduler import router as scheduler_router
 from app.services.scheduler_service import start_scheduler, stop_scheduler, get_scheduler_status
@@ -133,6 +134,7 @@ app.include_router(agent_sessions_router)
 app.include_router(terminal_router)
 app.include_router(tools_router)
 app.include_router(remote_mount_router)
+app.include_router(office_router)
 
 
 @app.get("/api/health")

backend/app/models/task.py

@@ -1,7 +1,8 @@
-from sqlalchemy import Column, String, Text, Integer, ForeignKey, DateTime, Enum
-from sqlalchemy.orm import relationship
-from datetime import datetime
 from enum import Enum as PyEnum
+
+from sqlalchemy import Column, DateTime, Enum, ForeignKey, Integer, String, Text
+from sqlalchemy.orm import relationship
+
 from app.models.base import BaseModel
 
 
@@ -19,26 +20,144 @@ class TaskPriority(str, PyEnum):
     URGENT = "urgent"
 
 
+class TaskSource(str, PyEnum):
+    MANUAL = "manual"
+    CHAT = "chat"
+    SCHEDULE_CENTER = "schedule_center"
+    TODAY_STATUS = "today_status"
+    COMMANDER = "commander"
+
+
+class TaskQuadrant(str, PyEnum):
+    URGENT_IMPORTANT = "urgent-important"
+    NOT_URGENT_IMPORTANT = "not-urgent-important"
+    URGENT_NOT_IMPORTANT = "urgent-not-important"
+    NOT_URGENT_NOT_IMPORTANT = "not-urgent-not-important"
+
+
+class TaskAssigneeType(str, PyEnum):
+    USER = "user"
+    COMMANDER = "commander"
+    AGENT = "agent"
+    PLANNER = "planner"
+    EXECUTOR = "executor"
+    KNOWLEDGE = "knowledge"
+    ANALYST = "analyst"
+    CODER = "coder"
+    RESEARCHER = "researcher"
+
+
+class TaskDispatchStatus(str, PyEnum):
+    IDLE = "idle"
+    QUEUED = "queued"
+    RUNNING = "running"
+    COMPLETED = "completed"
+    FAILED = "failed"
+
+
+DispatchStatus = TaskDispatchStatus
+
+
+DispatchStatus = TaskDispatchStatus
+
+
+class TaskHistoryAction(str, PyEnum):
+    CREATED = "created"
+    CREATED_FROM_CHAT = "created_from_chat"
+    UPDATED = "updated"
+    STATUS_CHANGED = "status_changed"
+    ASSIGNED = "assigned"
+    DELETED = "deleted"
+    SUBTASK_CREATED = "subtask_created"
+    SUBTASK_UPDATED = "subtask_updated"
+    SUBTASK_DELETED = "subtask_deleted"
+    SUBTASK_REORDERED = "subtask_reordered"
+    DISPATCHED_TO_COMMANDER = "dispatched_to_commander"
+    DISPATCH_STATUS_CHANGED = "dispatch_status_changed"
+
+
+def enum_values(enum_cls: type[PyEnum]) -> list[str]:
+    return [item.value for item in enum_cls]
+
+
+TASK_STATUS_ENUM = Enum(TaskStatus, values_callable=enum_values)
+TASK_PRIORITY_ENUM = Enum(TaskPriority, values_callable=enum_values)
+TASK_SOURCE_ENUM = Enum(TaskSource, values_callable=enum_values)
+TASK_QUADRANT_ENUM = Enum(TaskQuadrant, values_callable=enum_values)
+TASK_ASSIGNEE_TYPE_ENUM = Enum(TaskAssigneeType, values_callable=enum_values)
+TASK_DISPATCH_STATUS_ENUM = Enum(TaskDispatchStatus, values_callable=enum_values)
+
+
 class Task(BaseModel):
     __tablename__ = "tasks"
 
     user_id = Column(String(36), ForeignKey("users.id"), nullable=False, index=True)
     title = Column(String(500), nullable=False)
     description = Column(Text, nullable=True)
-    status = Column(Enum(TaskStatus), default=TaskStatus.TODO, nullable=False, index=True)
-    priority = Column(Enum(TaskPriority), default=TaskPriority.MEDIUM, nullable=False)
-    due_date = Column(DateTime, nullable=True)
+    status = Column(TASK_STATUS_ENUM, default=TaskStatus.TODO, nullable=False, index=True)
+    priority = Column(TASK_PRIORITY_ENUM, default=TaskPriority.MEDIUM, nullable=False)
+    due_date = Column(DateTime, nullable=True, index=True)
     completed_at = Column(DateTime, nullable=True)
-    tags = Column(String(1000), nullable=True)  # JSON 数组
+    tags = Column(String(1000), nullable=True)  # JSON array
+    source = Column(TASK_SOURCE_ENUM, default=TaskSource.MANUAL, nullable=False, index=True)
+    conversation_id = Column(String(36), nullable=True, index=True)
+    quadrant = Column(TASK_QUADRANT_ENUM, nullable=True, index=True)
+    assignee_type = Column(TASK_ASSIGNEE_TYPE_ENUM, nullable=True, index=True)
+    assignee_id = Column(String(255), nullable=True, index=True)
+    dispatch_status = Column(
+        TASK_DISPATCH_STATUS_ENUM,
+        default=TaskDispatchStatus.IDLE,
+        nullable=False,
+        index=True,
+    )
+    dispatch_run_id = Column(String(64), nullable=True, index=True)
+    result_summary = Column(Text, nullable=True)
+    started_at = Column(DateTime, nullable=True)
+    last_synced_at = Column(DateTime, nullable=True)
 
-    history = relationship("TaskHistory", back_populates="task", cascade="all, delete-orphan")
+    subtasks = relationship(
+        "TaskSubTask",
+        back_populates="task",
+        cascade="all, delete-orphan",
+        order_by="TaskSubTask.order_index.asc()",
+    )
+    history = relationship(
+        "TaskHistory",
+        back_populates="task",
+        cascade="all, delete-orphan",
+        order_by="TaskHistory.created_at.desc()",
+    )
+
+
+class TaskSubTask(BaseModel):
+    __tablename__ = "task_subtasks"
+
+    task_id = Column(String(36), ForeignKey("tasks.id"), nullable=False, index=True)
+    title = Column(String(500), nullable=False)
+    description = Column(Text, nullable=True)
+    status = Column(TASK_STATUS_ENUM, default=TaskStatus.TODO, nullable=False, index=True)
+    order_index = Column(Integer, default=0, nullable=False, index=True)
+    assignee_type = Column(TASK_ASSIGNEE_TYPE_ENUM, nullable=True, index=True)
+    assignee_id = Column(String(255), nullable=True, index=True)
+    dispatch_status = Column(
+        TASK_DISPATCH_STATUS_ENUM,
+        default=TaskDispatchStatus.IDLE,
+        nullable=False,
+        index=True,
+    )
+    dispatch_run_id = Column(String(64), nullable=True, index=True)
+    result_summary = Column(Text, nullable=True)
+    completed_at = Column(DateTime, nullable=True)
+
+    task = relationship("Task", back_populates="subtasks")
 
 
 class TaskHistory(BaseModel):
     __tablename__ = "task_histories"
 
     task_id = Column(String(36), ForeignKey("tasks.id"), nullable=False, index=True)
-    action = Column(String(100), nullable=False)  # created, status_changed, updated, deleted
+    subtask_id = Column(String(36), ForeignKey("task_subtasks.id"), nullable=True, index=True)
+    action = Column(String(100), nullable=False)
     old_value = Column(Text, nullable=True)
     new_value = Column(Text, nullable=True)
 

backend/app/routers/__init__.py

@@ -23,3 +23,4 @@ from app.routers.agent_sessions import router as agent_sessions_router
 from app.routers.terminal import router as terminal_router
 from app.routers.tools import router as tools_router
 from app.routers.remote_mount import router as remote_mount_router
+from app.routers.office import router as office_router

backend/app/routers/conversation.py

@@ -100,6 +100,7 @@ async def chat(
             conversation_id=data.conversation_id,
             file_ids=data.file_ids,
             model_name=data.model_name,
+            runtime=data.runtime,
         )
     except ValueError as exc:
         raise HTTPException(status_code=400, detail=str(exc))
@@ -115,7 +116,7 @@ async def chat(
         conversation_id=conv_id,
         message_id=msg_id,
         content=content,
-        agent_name="jarvis",
+        agent_name=data.runtime or "jarvis",
         model_name=model_name,
     )
 
@@ -141,6 +142,7 @@ async def chat_stream(
                     conversation_id=data.conversation_id,
                     file_ids=data.file_ids,
                     model_name=data.model_name,
+                    runtime=data.runtime,
                 )
             except ValueError as exc:
                 yield f"event: error\ndata: {json.dumps({'error': str(exc)}, ensure_ascii=False)}\n\n"

backend/app/routers/office.py

@@ -0,0 +1,179 @@
+"""Office Status API - Star Office style visualization for Jarvis agents."""
+
+from datetime import datetime, timedelta
+from typing import Literal
+from fastapi import APIRouter, HTTPException
+from pydantic import BaseModel
+
+router = APIRouter(prefix="/api/office", tags=["office"])
+
+# ============================================================================
+# State Definitions (mapped to spaceship areas)
+# ============================================================================
+# idle → Rest Bay (breakroom)
+# writing/researching/executing → Command Console (writing)
+# syncing → Server Room (syncing)
+# error → Repair Bay (error)
+
+SHIP_AREAS = {
+    "breakroom": {"x": 200, "y": 300},  # Rest Bay - bottom left
+    "writing": {"x": 640, "y": 200},  # Command Console - center top
+    "server": {"x": 640, "y": 400},  # Server Room - center bottom
+    "error": {"x": 1000, "y": 300},  # Repair Bay - right side
+}
+
+STATES = {
+    "idle": {"name": "待命", "area": "breakroom"},
+    "writing": {"name": "执行中", "area": "writing"},
+    "researching": {"name": "研究中", "area": "writing"},
+    "executing": {"name": "执行中", "area": "writing"},
+    "syncing": {"name": "同步中", "area": "server"},
+    "error": {"name": "故障中", "area": "error"},
+}
+
+
+# ============================================================================
+# Data Models
+# ============================================================================
+class AgentState(BaseModel):
+    agent_id: str
+    name: str
+    state: Literal["idle", "writing", "researching", "executing", "syncing", "error"]
+    detail: str | None = None
+    area: str | None = None
+    is_main: bool = False
+    auth_status: str = "approved"  # approved, pending, rejected, offline
+
+
+class SetStateRequest(BaseModel):
+    state: str
+    detail: str | None = None
+
+
+class OfficeStatus(BaseModel):
+    state: str
+    detail: str | None = None
+    agent_name: str
+    timestamp: str
+
+
+class OfficeMemo(BaseModel):
+    success: bool
+    date: str
+    memo: str
+
+
+# ============================================================================
+# In-Memory State (in production, this would come from Jarvis's agent state)
+# ============================================================================
+_current_state: dict = {
+    "agent_id": "jarvis-main",
+    "name": "JARVIS",
+    "state": "idle",
+    "detail": "战舰启动中...",
+    "area": "breakroom",
+    "is_main": True,
+    "auth_status": "approved",
+}
+
+
+def normalize_state(state: str | None) -> str:
+    """Normalize various state names to our canonical states."""
+    if not state:
+        return "idle"
+    state = state.lower().strip()
+    if state in ("working", "run", "running"):
+        return "writing"
+    if state in ("sync", "syncing"):
+        return "syncing"
+    if state in ("research", "researching"):
+        return "researching"
+    if state in ("execute", "executing"):
+        return "executing"
+    if state == "error":
+        return "error"
+    return "idle"
+
+
+def get_state_info(state: str) -> dict:
+    """Get state info including area mapping."""
+    return STATES.get(state, STATES["idle"])
+
+
+# ============================================================================
+# API Endpoints
+# ============================================================================
+@router.get("/status", response_model=OfficeStatus)
+async def get_status():
+    """Get current agent status."""
+    state_info = get_state_info(_current_state["state"])
+    return OfficeStatus(
+        state=_current_state["state"],
+        detail=_current_state.get("detail"),
+        agent_name=_current_state["name"],
+        timestamp=datetime.now().isoformat(),
+    )
+
+
+@router.get("/yesterday-memo", response_model=OfficeMemo)
+async def get_yesterday_memo():
+    """Return a lightweight public memo for the Star Office viewer."""
+    target_date = (datetime.now() - timedelta(days=1)).date().isoformat()
+    detail = (_current_state.get("detail") or "No detailed log was recorded.").strip()
+    memo = (
+        "Yesterday summary\n"
+        f"- Last known state: {_current_state['state']}\n"
+        f"- Detail: {detail}\n"
+        "- Next step: open the command surface and continue from the current work thread."
+    )
+    return OfficeMemo(success=True, date=target_date, memo=memo)
+
+
+@router.post("/set_state")
+async def set_state(req: SetStateRequest):
+    """Set the current agent state."""
+    normalized = normalize_state(req.state)
+    state_info = get_state_info(normalized)
+
+    _current_state["state"] = normalized
+    _current_state["detail"] = req.detail or ""
+    _current_state["area"] = state_info["area"]
+
+    return {
+        "success": True,
+        "state": normalized,
+        "area": state_info["area"],
+        "detail": _current_state["detail"],
+    }
+
+
+@router.get("/agents")
+async def get_agents():
+    """Get all agents in the office (for multi-agent support)."""
+    # For now, return just the main agent
+    # In full implementation, this would query Jarvis's agent registry
+    state_info = get_state_info(_current_state["state"])
+    return [
+        {
+            "agentId": _current_state["agent_id"],
+            "name": _current_state["name"],
+            "state": _current_state["state"],
+            "detail": _current_state.get("detail", ""),
+            "area": state_info["area"],
+            "isMain": _current_state.get("is_main", True),
+            "authStatus": _current_state.get("auth_status", "approved"),
+            "updated_at": datetime.now().isoformat(),
+        }
+    ]
+
+
+@router.get("/areas")
+async def get_areas():
+    """Get all spaceship areas with coordinates."""
+    return SHIP_AREAS
+
+
+@router.get("/health")
+async def health():
+    """Health check."""
+    return {"status": "ok", "service": "office"}

backend/app/routers/schedule_center.py

@@ -1,25 +1,62 @@
 from calendar import monthrange
 from datetime import UTC, date, datetime
 
-from fastapi import APIRouter, Depends, HTTPException, Query
+from fastapi import APIRouter, Depends, Query
 from sqlalchemy import select
 from sqlalchemy.ext.asyncio import AsyncSession
+from sqlalchemy.orm import selectinload
 
 from app.database import get_db
 from app.models.goal import Goal
 from app.models.reminder import Reminder
-from app.models.task import Task, TaskPriority
+from app.models.task import Task, TaskDispatchStatus, TaskPriority, TaskQuadrant, TaskStatus
 from app.models.todo import DailyTodo
 from app.models.user import User
 from app.routers.auth import get_current_user
 from app.schemas.schedule_center import (
+    ScheduleCenterCommanderSummaryOut,
     ScheduleCenterDateOut,
     ScheduleCenterDaySummary,
+    ScheduleCenterFocusTaskOut,
     ScheduleCenterMonthOut,
+    ScheduleCenterQuadrantOut,
+    ScheduleCenterQuadrantTaskOut,
 )
+from app.schemas.task import build_task_out
 
 router = APIRouter(prefix="/api/schedule-center", tags=["调度中心"])
 
+QUADRANT_META: dict[TaskQuadrant, dict[str, str]] = {
+    TaskQuadrant.URGENT_IMPORTANT: {
+        "title": "重要且紧急",
+        "subtitle": "CRITICAL",
+        "color": "#ff4757",
+        "glow_color": "rgba(255, 71, 87, 0.4)",
+        "icon": "◈",
+    },
+    TaskQuadrant.NOT_URGENT_IMPORTANT: {
+        "title": "重要不紧急",
+        "subtitle": "PLANNED",
+        "color": "#ffd93d",
+        "glow_color": "rgba(255, 217, 61, 0.4)",
+        "icon": "◇",
+    },
+    TaskQuadrant.URGENT_NOT_IMPORTANT: {
+        "title": "紧急不重要",
+        "subtitle": "DELEGATE",
+        "color": "#00d4ff",
+        "glow_color": "rgba(0, 212, 255, 0.4)",
+        "icon": "◉",
+    },
+    TaskQuadrant.NOT_URGENT_NOT_IMPORTANT: {
+        "title": "不重要不紧急",
+        "subtitle": "ELIMINATE",
+        "color": "#6bcf7f",
+        "glow_color": "rgba(107, 207, 127, 0.4)",
+        "icon": "○",
+    },
+}
+
 
 def _build_summary(
     target_date: str,
@@ -39,6 +76,146 @@ def _build_summary(
     )
 
 
+def _coerce_enum(value, enum_cls, default=None):
+    if value is None:
+        return default
+    if isinstance(value, enum_cls):
+        return value
+    if isinstance(value, str):
+        raw = value.strip()
+        if not raw:
+            return default
+        for item in enum_cls:
+            if raw == item.value or raw.lower() == item.value:
+                return item
+            if raw.upper() == item.name:
+                return item
+    return default
+
+
+def _derive_quadrant(task: Task) -> TaskQuadrant:
+    quadrant = _coerce_enum(task.quadrant, TaskQuadrant, None)
+    if quadrant is not None:
+        return quadrant
+
+    priority = _coerce_enum(task.priority, TaskPriority, TaskPriority.MEDIUM)
+    status = _coerce_enum(task.status, TaskStatus, TaskStatus.TODO)
+
+    if priority in {TaskPriority.HIGH, TaskPriority.URGENT}:
+        return TaskQuadrant.URGENT_IMPORTANT
+    if status == TaskStatus.IN_PROGRESS:
+        return TaskQuadrant.NOT_URGENT_IMPORTANT
+    if priority == TaskPriority.MEDIUM:
+        return TaskQuadrant.URGENT_NOT_IMPORTANT
+    return TaskQuadrant.NOT_URGENT_NOT_IMPORTANT
+
+
+def _enum_value(value) -> str | None:
+    if value is None:
+        return None
+    if hasattr(value, "value"):
+        return str(value.value)
+    if isinstance(value, str):
+        raw = value.strip()
+        return raw or None
+    return str(value)
+
+
+def _build_focus_tasks(tasks: list[Task]) -> list[ScheduleCenterFocusTaskOut]:
+    priority_rank = {
+        TaskPriority.URGENT: 0,
+        TaskPriority.HIGH: 1,
+        TaskPriority.MEDIUM: 2,
+        TaskPriority.LOW: 3,
+    }
+    status_rank = {
+        TaskStatus.IN_PROGRESS: 0,
+        TaskStatus.TODO: 1,
+        TaskStatus.DONE: 2,
+        TaskStatus.CANCELLED: 3,
+    }
+    ordered = sorted(
+        tasks,
+        key=lambda item: (
+            status_rank.get(_coerce_enum(item.status, TaskStatus, TaskStatus.TODO), 99),
+            priority_rank.get(_coerce_enum(item.priority, TaskPriority, TaskPriority.MEDIUM), 99),
+            item.created_at,
+        ),
+    )
+    return [
+        ScheduleCenterFocusTaskOut(
+            id=item.id,
+            title=item.title,
+            status=_coerce_enum(item.status, TaskStatus, TaskStatus.TODO),
+            priority=_coerce_enum(item.priority, TaskPriority, TaskPriority.MEDIUM),
+            quadrant=_derive_quadrant(item),
+            assignee_type=_enum_value(item.assignee_type),
+            assignee_id=item.assignee_id,
+            dispatch_status=_coerce_enum(item.dispatch_status, TaskDispatchStatus, TaskDispatchStatus.IDLE),
+            due_date=item.due_date,
+        )
+        for item in ordered[:6]
+    ]
+
+
+def _build_quadrants(tasks: list[Task]) -> list[ScheduleCenterQuadrantOut]:
+    buckets: dict[TaskQuadrant, list[ScheduleCenterQuadrantTaskOut]] = {
+        quadrant: [] for quadrant in QUADRANT_META
+    }
+    for task in tasks:
+        quadrant = _derive_quadrant(task)
+        buckets[quadrant].append(
+            ScheduleCenterQuadrantTaskOut(
+                id=task.id,
+                title=task.title,
+                status=_coerce_enum(task.status, TaskStatus, TaskStatus.TODO),
+                priority=_coerce_enum(task.priority, TaskPriority, TaskPriority.MEDIUM),
+                dispatch_status=_coerce_enum(task.dispatch_status, TaskDispatchStatus, TaskDispatchStatus.IDLE),
+                assignee_type=_enum_value(task.assignee_type),
+                assignee_id=task.assignee_id,
+            )
+        )
+
+    return [
+        ScheduleCenterQuadrantOut(
+            id=quadrant,
+            title=meta["title"],
+            subtitle=meta["subtitle"],
+            color=meta["color"],
+            glow_color=meta["glow_color"],
+            icon=meta["icon"],
+            tasks=buckets[quadrant],
+        )
+        for quadrant, meta in QUADRANT_META.items()
+    ]
+
+
+def _build_commander_summary(tasks: list[Task]) -> ScheduleCenterCommanderSummaryOut:
+    counts = ScheduleCenterCommanderSummaryOut()
+    for task in tasks:
+        states = [task.dispatch_status, *(subtask.dispatch_status for subtask in task.subtasks)]
+        for state in states:
+            normalized = _coerce_enum(state, TaskDispatchStatus, TaskDispatchStatus.IDLE)
+            if normalized == TaskDispatchStatus.IDLE:
+                continue
+            counts.total += 1
+            if normalized == TaskDispatchStatus.QUEUED:
+                counts.queued += 1
+            elif normalized == TaskDispatchStatus.RUNNING:
+                counts.running += 1
+            elif normalized == TaskDispatchStatus.COMPLETED:
+                counts.completed += 1
+            elif normalized == TaskDispatchStatus.FAILED:
+                counts.failed += 1
+    if counts.running > 0:
+        counts.overall_status = "running"
+    elif counts.queued > 0:
+        counts.overall_status = "queued"
+    elif counts.failed > 0 and counts.completed == 0:
+        counts.overall_status = "failed"
+    return counts
+
+
 @router.get("/month", response_model=ScheduleCenterMonthOut)
 async def get_month_schedule(
     year: int = Query(..., ge=2000, le=2100),
@@ -53,27 +230,43 @@ async def get_month_schedule(
     start_dt = datetime.combine(month_start, datetime.min.time())
     end_dt = datetime.combine(month_start.replace(day=days_in_month), datetime.max.time())
 
-    todos = (await db.execute(
-        select(DailyTodo).where(DailyTodo.user_id == current_user.id, DailyTodo.todo_date >= start_key, DailyTodo.todo_date <= end_key)
-    )).scalars().all()
-    tasks = (await db.execute(
-        select(Task).where(
-            Task.user_id == current_user.id,
-            Task.due_date.is_not(None),
-            Task.due_date >= start_dt,
-            Task.due_date <= end_dt,
+    todos = (
+        await db.execute(
+            select(DailyTodo).where(
+                DailyTodo.user_id == current_user.id,
+                DailyTodo.todo_date >= start_key,
+                DailyTodo.todo_date <= end_key,
+            )
         )
-    )).scalars().all()
-    reminders = (await db.execute(
-        select(Reminder).where(
-            Reminder.user_id == current_user.id,
-            Reminder.reminder_at >= start_dt,
-            Reminder.reminder_at <= end_dt,
+    ).scalars().all()
+    tasks = (
+        await db.execute(
+            select(Task).where(
+                Task.user_id == current_user.id,
+                Task.due_date.is_not(None),
+                Task.due_date >= start_dt,
+                Task.due_date <= end_dt,
+            )
         )
-    )).scalars().all()
-    goals = (await db.execute(
-        select(Goal).where(Goal.user_id == current_user.id, Goal.goal_date >= start_key, Goal.goal_date <= end_key)
-    )).scalars().all()
+    ).scalars().all()
+    reminders = (
+        await db.execute(
+            select(Reminder).where(
+                Reminder.user_id == current_user.id,
+                Reminder.reminder_at >= start_dt,
+                Reminder.reminder_at <= end_dt,
+            )
+        )
+    ).scalars().all()
+    goals = (
+        await db.execute(
+            select(Goal).where(
+                Goal.user_id == current_user.id,
+                Goal.goal_date >= start_key,
+                Goal.goal_date <= end_key,
+            )
+        )
+    ).scalars().all()
 
     todo_map: dict[str, list[DailyTodo]] = {}
     for item in todos:
@@ -96,18 +289,20 @@ async def get_month_schedule(
     days = []
     for day in range(1, days_in_month + 1):
         date_key = month_start.replace(day=day).isoformat()
-        days.append(_build_summary(
-            date_key,
-            todo_map.get(date_key, []),
-            task_map.get(date_key, []),
-            reminder_map.get(date_key, []),
-            goal_map.get(date_key, []),
-        ))
+        days.append(
+            _build_summary(
+                date_key,
+                todo_map.get(date_key, []),
+                task_map.get(date_key, []),
+                reminder_map.get(date_key, []),
+                goal_map.get(date_key, []),
+            )
+        )
 
     return ScheduleCenterMonthOut(month=f"{year:04d}-{month:02d}", days=days)
 
 
-@router.get("/date", response_model=ScheduleCenterDateOut)
+@router.get("/date", response_model=ScheduleCenterDateOut, response_model_exclude_none=True)
 async def get_date_schedule(
     date_str: date = Query(...),
     current_user: User = Depends(get_current_user),
@@ -118,43 +313,55 @@ async def get_date_schedule(
     end_dt = datetime.combine(target_date, datetime.max.time())
     date_key = target_date.isoformat()
 
-    todos = (await db.execute(
-        select(DailyTodo)
-        .where(DailyTodo.user_id == current_user.id, DailyTodo.todo_date == date_key)
-        .order_by(DailyTodo.created_at.desc())
-    )).scalars().all()
-    tasks = (await db.execute(
-        select(Task)
-        .where(
-            Task.user_id == current_user.id,
-            Task.due_date.is_not(None),
-            Task.due_date >= start_dt,
-            Task.due_date <= end_dt,
+    todos = (
+        await db.execute(
+            select(DailyTodo)
+            .where(DailyTodo.user_id == current_user.id, DailyTodo.todo_date == date_key)
+            .order_by(DailyTodo.created_at.desc())
         )
-        .order_by(Task.created_at.desc())
-    )).scalars().all()
-    reminders = (await db.execute(
-        select(Reminder)
-        .where(
-            Reminder.user_id == current_user.id,
-            Reminder.reminder_at >= start_dt,
-            Reminder.reminder_at <= end_dt,
+    ).scalars().all()
+    tasks = (
+        await db.execute(
+            select(Task)
+            .options(selectinload(Task.subtasks), selectinload(Task.history))
+            .where(
+                Task.user_id == current_user.id,
+                Task.due_date.is_not(None),
+                Task.due_date >= start_dt,
+                Task.due_date <= end_dt,
+            )
+            .order_by(Task.priority.desc(), Task.created_at.desc())
         )
-        .order_by(Reminder.reminder_at.asc(), Reminder.created_at.asc())
-    )).scalars().all()
-    goals = (await db.execute(
-        select(Goal)
-        .where(Goal.user_id == current_user.id, Goal.goal_date == date_key)
-        .order_by(Goal.created_at.desc())
-    )).scalars().all()
+    ).scalars().unique().all()
+    reminders = (
+        await db.execute(
+            select(Reminder)
+            .where(
+                Reminder.user_id == current_user.id,
+                Reminder.reminder_at >= start_dt,
+                Reminder.reminder_at <= end_dt,
+            )
+            .order_by(Reminder.reminder_at.asc(), Reminder.created_at.asc())
+        )
+    ).scalars().all()
+    goals = (
+        await db.execute(
+            select(Goal)
+            .where(Goal.user_id == current_user.id, Goal.goal_date == date_key)
+            .order_by(Goal.created_at.desc())
+        )
+    ).scalars().all()
 
     summary = _build_summary(date_key, todos, tasks, reminders, goals)
     return ScheduleCenterDateOut(
         date=date_key,
         todos=todos,
-        tasks=tasks,
+        tasks=[build_task_out(task) for task in tasks],
         reminders=reminders,
         goals=goals,
         summary=summary,
+        focus_tasks=_build_focus_tasks(tasks),
+        quadrants=_build_quadrants(tasks),
+        commander_summary=_build_commander_summary(tasks),
         generated_at=datetime.now(UTC),
     )

backend/app/routers/task.py

@@ -1,15 +1,116 @@
+import json
 from datetime import UTC, date, datetime
 
 from fastapi import APIRouter, Depends, HTTPException, Query
 from sqlalchemy import desc, select
 from sqlalchemy.ext.asyncio import AsyncSession
+from sqlalchemy.orm import selectinload
+
 from app.database import get_db
-from app.models.task import Task, TaskStatus
+from app.models.task import (
+    Task,
+    TaskAssigneeType,
+    TaskDispatchStatus,
+    TaskQuadrant,
+    TaskSource,
+    TaskStatus,
+    TaskSubTask,
+)
 from app.models.user import User
 from app.routers.auth import get_current_user
-from app.schemas.task import TaskCreate, TaskUpdate, TaskOut
+from app.schemas.task import (
+    TaskCreate,
+    TaskDetailOut,
+    TaskDispatchRequest,
+    TaskDispatchResponse,
+    TaskHistoryOut,
+    TaskOut,
+    TaskSubTaskCreate,
+    TaskSubTaskOut,
+    TaskSubTaskReorderRequest,
+    TaskSubTaskUpdate,
+    TaskUpdate,
+    build_task_detail_out,
+)
+from app.services.task_dispatch import append_task_history, load_task_with_details, queue_task_dispatch
 
-router = APIRouter(prefix="/api/tasks", tags=["看板"])
+router = APIRouter(prefix="/api/tasks", tags=["Tasks"])
+
+
+def _encode_tags(tags: list[str] | None) -> str | None:
+    if not tags:
+        return None
+    return json.dumps(tags, ensure_ascii=False)
+
+
+def _decode_tags(value: str | None) -> list[str]:
+    if not value:
+        return []
+    try:
+        payload = json.loads(value)
+    except json.JSONDecodeError:
+        return [value]
+    if isinstance(payload, list):
+        return [str(item) for item in payload]
+    return [str(payload)]
+
+
+def _subtask_to_out(subtask: TaskSubTask) -> TaskSubTaskOut:
+    return TaskSubTaskOut.model_validate(subtask)
+
+
+def _history_to_out(history) -> TaskHistoryOut:
+    return TaskHistoryOut.model_validate(history)
+
+
+def _task_to_out(task: Task) -> TaskOut:
+    return TaskOut(
+        id=task.id,
+        title=task.title,
+        description=task.description,
+        status=task.status,
+        priority=task.priority,
+        due_date=task.due_date,
+        completed_at=task.completed_at,
+        tags=_decode_tags(task.tags),
+        source=task.source or TaskSource.MANUAL,
+        conversation_id=task.conversation_id,
+        quadrant=task.quadrant,
+        assignee_type=task.assignee_type,
+        assignee_id=task.assignee_id,
+        dispatch_status=task.dispatch_status or TaskDispatchStatus.IDLE,
+        dispatch_run_id=task.dispatch_run_id,
+        result_summary=task.result_summary,
+        started_at=task.started_at,
+        last_synced_at=task.last_synced_at,
+        created_at=task.created_at,
+        updated_at=task.updated_at,
+    )
+
+
+def _task_detail_to_out(task: Task) -> TaskDetailOut:
+    return build_task_detail_out(task)
+
+
+async def _get_task_or_404(db: AsyncSession, *, task_id: str, user_id: str) -> Task:
+    task = await load_task_with_details(db, task_id=task_id, user_id=user_id)
+    if task is None:
+        raise HTTPException(status_code=404, detail="Task not found")
+    return task
+
+
+def _sync_task_completion(task: Task) -> None:
+    if task.status == TaskStatus.DONE:
+        task.completed_at = task.completed_at or datetime.now(UTC)
+    elif task.status != TaskStatus.CANCELLED:
+        task.completed_at = None
+
+
+def _sync_subtask_completion(subtask: TaskSubTask) -> None:
+    if subtask.status == TaskStatus.DONE:
+        subtask.completed_at = subtask.completed_at or datetime.now(UTC)
+    elif subtask.status != TaskStatus.CANCELLED:
+        subtask.completed_at = None
 
 
 @router.get("", response_model=list[TaskOut])
@@ -18,12 +119,28 @@ async def list_tasks(
     due_date: date | None = Query(default=None),
     date_from: date | None = Query(default=None),
     date_to: date | None = Query(default=None),
+    quadrant: TaskQuadrant | None = None,
+    assignee_type: TaskAssigneeType | None = None,
+    dispatch_status: TaskDispatchStatus | None = None,
+    conversation_id: str | None = None,
     current_user: User = Depends(get_current_user),
     db: AsyncSession = Depends(get_db),
 ):
-    query = select(Task).where(Task.user_id == current_user.id)
+    query = (
+        select(Task)
+        .options(selectinload(Task.subtasks), selectinload(Task.history))
+        .where(Task.user_id == current_user.id)
+    )
     if status:
         query = query.where(Task.status == status)
+    if quadrant:
+        query = query.where(Task.quadrant == quadrant)
+    if assignee_type:
+        query = query.where(Task.assignee_type == assignee_type)
+    if dispatch_status:
+        query = query.where(Task.dispatch_status == dispatch_status)
+    if conversation_id:
+        query = query.where(Task.conversation_id == conversation_id)
     if due_date:
         start = datetime.combine(due_date, datetime.min.time())
         end = datetime.combine(due_date, datetime.max.time())
@@ -32,65 +149,109 @@ async def list_tasks(
         start = datetime.combine(date_from, datetime.min.time()) if date_from else None
         end = datetime.combine(date_to, datetime.max.time()) if date_to else None
         if start and end and start > end:
-            raise HTTPException(status_code=400, detail="开始日期不能晚于结束日期")
+            raise HTTPException(status_code=400, detail="date_from cannot be later than date_to")
         if start is not None:
             query = query.where(Task.due_date.is_not(None), Task.due_date >= start)
         if end is not None:
             query = query.where(Task.due_date.is_not(None), Task.due_date <= end)
-    query = query.order_by(desc(Task.created_at))
+
+    query = query.order_by(desc(Task.updated_at), desc(Task.created_at))
     result = await db.execute(query)
-    return result.scalars().all()
+    tasks = result.scalars().unique().all()
+    return [_task_to_out(task) for task in tasks]
 
 
-@router.post("", response_model=TaskOut, status_code=201)
+@router.post("", response_model=TaskDetailOut, status_code=201)
 async def create_task(
     data: TaskCreate,
     current_user: User = Depends(get_current_user),
     db: AsyncSession = Depends(get_db),
 ):
-    import json
     task = Task(
         user_id=current_user.id,
         title=data.title,
         description=data.description,
         priority=data.priority,
         due_date=data.due_date,
-        tags=json.dumps(data.tags) if data.tags else None,
+        tags=_encode_tags(data.tags),
+        source=data.source,
+        conversation_id=data.conversation_id,
+        quadrant=data.quadrant,
+        assignee_type=data.assignee_type,
+        assignee_id=data.assignee_id,
+        status=data.status,
     )
+    _sync_task_completion(task)
+    if data.source == TaskSource.CHAT:
+        append_task_history(task, action="created_from_chat", new_value=task.title)
+    append_task_history(task, action="created", new_value=task.title)
+    for index, subtask_data in enumerate(data.subtasks):
+        subtask = TaskSubTask(
+            title=subtask_data.title,
+            description=subtask_data.description,
+            status=subtask_data.status,
+            order_index=index if subtask_data.order_index is None else subtask_data.order_index,
+            assignee_type=subtask_data.assignee_type,
+            assignee_id=subtask_data.assignee_id,
+        )
+        _sync_subtask_completion(subtask)
+        task.subtasks.append(subtask)
+        append_task_history(task, action="subtask_created", new_value=subtask.title)
     db.add(task)
     await db.commit()
-    await db.refresh(task)
-    return task
+
+    task = await _get_task_or_404(db, task_id=task.id, user_id=current_user.id)
+    if data.dispatch_to_commander:
+        await queue_task_dispatch(task, db=db)
+        task = await _get_task_or_404(db, task_id=task.id, user_id=current_user.id)
+    return _task_detail_to_out(task)
 
 
-@router.patch("/{task_id}", response_model=TaskOut)
+@router.get("/{task_id}", response_model=TaskDetailOut)
+async def get_task(
+    task_id: str,
+    current_user: User = Depends(get_current_user),
+    db: AsyncSession = Depends(get_db),
+):
+    task = await _get_task_or_404(db, task_id=task_id, user_id=current_user.id)
+    return _task_detail_to_out(task)
+
+
+@router.patch("/{task_id}", response_model=TaskDetailOut)
 async def update_task(
     task_id: str,
     data: TaskUpdate,
     current_user: User = Depends(get_current_user),
     db: AsyncSession = Depends(get_db),
 ):
-    import json
-    result = await db.execute(
-        select(Task).where(Task.id == task_id, Task.user_id == current_user.id)
-    )
-    task = result.scalar_one_or_none()
-    if not task:
-        raise HTTPException(status_code=404, detail="任务不存在")
+    task = await _get_task_or_404(db, task_id=task_id, user_id=current_user.id)
+    payload = data.model_dump(exclude_none=True)
+    previous_assignee = (task.assignee_type, task.assignee_id)
 
-    for field, value in data.model_dump(exclude_none=True).items():
+    for field, value in payload.items():
+        previous = getattr(task, field)
         if field == "tags":
-            setattr(task, field, json.dumps(value))
-        elif field == "status" and value == TaskStatus.DONE:
-            task.completed_at = datetime.now(UTC)
-            setattr(task, field, value)
-        elif field == "status":
-            task.completed_at = None
-            setattr(task, field, value)
+            task.tags = _encode_tags(value)
+            append_task_history(task, action="updated", old_value=_decode_tags(previous), new_value=value)
+            continue
+        setattr(task, field, value)
+        if field == "status":
+            _sync_task_completion(task)
+            append_task_history(task, action="status_changed", old_value=previous, new_value=value)
+        elif previous != value:
+            append_task_history(task, action="updated", old_value=previous, new_value=value)
+
+    if ("assignee_type" in payload or "assignee_id" in payload) and previous_assignee != (task.assignee_type, task.assignee_id):
+        append_task_history(
+            task,
+            action="assigned",
+            old_value=f"{previous_assignee[0]}:{previous_assignee[1]}",
+            new_value=f"{task.assignee_type}:{task.assignee_id}",
+        )
 
     await db.commit()
-    await db.refresh(task)
-    return task
+    task = await _get_task_or_404(db, task_id=task_id, user_id=current_user.id)
+    return _task_detail_to_out(task)
 
 
 @router.delete("/{task_id}", status_code=204)
@@ -99,11 +260,171 @@ async def delete_task(
     current_user: User = Depends(get_current_user),
     db: AsyncSession = Depends(get_db),
 ):
-    result = await db.execute(
-        select(Task).where(Task.id == task_id, Task.user_id == current_user.id)
-    )
-    task = result.scalar_one_or_none()
-    if not task:
-        raise HTTPException(status_code=404, detail="任务不存在")
+    task = await _get_task_or_404(db, task_id=task_id, user_id=current_user.id)
     await db.delete(task)
     await db.commit()
+
+
+@router.post("/{task_id}/subtasks", status_code=201)
+async def create_subtask(
+    task_id: str,
+    data: TaskSubTaskCreate,
+    current_user: User = Depends(get_current_user),
+    db: AsyncSession = Depends(get_db),
+):
+    task = await _get_task_or_404(db, task_id=task_id, user_id=current_user.id)
+    max_order = max((item.order_index for item in task.subtasks), default=-1)
+    subtask = TaskSubTask(
+        task_id=task.id,
+        title=data.title,
+        description=data.description,
+        status=data.status,
+        order_index=max_order + 1 if data.order_index is None else data.order_index,
+        assignee_type=data.assignee_type,
+        assignee_id=data.assignee_id,
+    )
+    _sync_subtask_completion(subtask)
+    task.subtasks.append(subtask)
+    append_task_history(task, action="subtask_created", new_value=data.title)
+    await db.commit()
+    db.expire_all()
+    task = await _get_task_or_404(db, task_id=task_id, user_id=current_user.id)
+    detail = _task_detail_to_out(task)
+    created_subtask = max(
+        (item for item in detail.subtasks if item.title == data.title),
+        key=lambda item: (item.order_index, item.created_at),
+        default=None,
+    )
+    if created_subtask is None:
+        raise HTTPException(status_code=500, detail="Created subtask could not be loaded")
+    return {
+        **created_subtask.model_dump(),
+        "task": detail.model_dump(),
+        "subtasks": [item.model_dump() for item in detail.subtasks],
+        "history": [item.model_dump() for item in detail.history],
+        "dispatch": detail.dispatch.model_dump(),
+        "dispatch_summary": detail.dispatch_summary.model_dump(),
+    }
+
+
+@router.patch("/{task_id}/subtasks/{subtask_id}", response_model=TaskDetailOut)
+async def update_subtask(
+    task_id: str,
+    subtask_id: str,
+    data: TaskSubTaskUpdate,
+    current_user: User = Depends(get_current_user),
+    db: AsyncSession = Depends(get_db),
+):
+    task = await _get_task_or_404(db, task_id=task_id, user_id=current_user.id)
+    subtask = next((item for item in task.subtasks if item.id == subtask_id), None)
+    if subtask is None:
+        raise HTTPException(status_code=404, detail="Subtask not found")
+
+    payload = data.model_dump(exclude_none=True)
+    for field, value in payload.items():
+        previous = getattr(subtask, field)
+        setattr(subtask, field, value)
+        if field == "status":
+            _sync_subtask_completion(subtask)
+        if previous != value:
+            append_task_history(
+                task,
+                action="updated" if field != "status" else "status_changed",
+                old_value=f"{subtask.id}:{field}:{previous}",
+                new_value=f"{subtask.id}:{field}:{value}",
+            )
+
+    await db.commit()
+    db.expire_all()
+    task = await _get_task_or_404(db, task_id=task_id, user_id=current_user.id)
+    return _task_detail_to_out(task)
+
+
+@router.delete("/{task_id}/subtasks/{subtask_id}", response_model=TaskDetailOut)
+async def delete_subtask(
+    task_id: str,
+    subtask_id: str,
+    current_user: User = Depends(get_current_user),
+    db: AsyncSession = Depends(get_db),
+):
+    task = await _get_task_or_404(db, task_id=task_id, user_id=current_user.id)
+    subtask = next((item for item in task.subtasks if item.id == subtask_id), None)
+    if subtask is None:
+        raise HTTPException(status_code=404, detail="Subtask not found")
+
+    append_task_history(task, action="updated", old_value="subtask_deleted", new_value=subtask.title)
+    await db.delete(subtask)
+    await db.commit()
+    db.expire_all()
+    task = await _get_task_or_404(db, task_id=task_id, user_id=current_user.id)
+    return _task_detail_to_out(task)
+
+
+@router.post("/{task_id}/subtasks/reorder", response_model=TaskDetailOut)
+async def reorder_subtasks(
+    task_id: str,
+    data: TaskSubTaskReorderRequest,
+    current_user: User = Depends(get_current_user),
+    db: AsyncSession = Depends(get_db),
+):
+    task = await _get_task_or_404(db, task_id=task_id, user_id=current_user.id)
+    lookup = {item.id: item for item in task.subtasks}
+    for item in data.items:
+        subtask = lookup.get(item.id)
+        if subtask is None:
+            raise HTTPException(status_code=404, detail=f"Subtask not found: {item.id}")
+        subtask.order_index = item.order_index
+
+    append_task_history(
+        task,
+        action="subtask_reordered",
+        new_value=",".join(f"{item.id}:{item.order_index}" for item in data.items),
+    )
+    await db.commit()
+    db.expire_all()
+    task = await _get_task_or_404(db, task_id=task_id, user_id=current_user.id)
+    return _task_detail_to_out(task)
+
+
+@router.post("/{task_id}/dispatch", response_model=TaskDispatchResponse)
+async def dispatch_task(
+    task_id: str,
+    data: TaskDispatchRequest,
+    current_user: User = Depends(get_current_user),
+    db: AsyncSession = Depends(get_db),
+):
+    if data.target != "commander":
+        raise HTTPException(status_code=400, detail="Only commander dispatch is supported")
+    task = await _get_task_or_404(db, task_id=task_id, user_id=current_user.id)
+    _, payload = await queue_task_dispatch(task, db=db)
+    task = await _get_task_or_404(db, task_id=task_id, user_id=current_user.id)
+    return TaskDispatchResponse(
+        status=task.dispatch_status,
+        run_id=task.dispatch_run_id,
+        task=_task_detail_to_out(task),
+        payload=payload,
+    )
+
+
+@router.post("/{task_id}/subtasks/{subtask_id}/dispatch", response_model=TaskDispatchResponse)
+async def dispatch_subtask(
+    task_id: str,
+    subtask_id: str,
+    data: TaskDispatchRequest,
+    current_user: User = Depends(get_current_user),
+    db: AsyncSession = Depends(get_db),
+):
+    if data.target != "commander":
+        raise HTTPException(status_code=400, detail="Only commander dispatch is supported")
+    task = await _get_task_or_404(db, task_id=task_id, user_id=current_user.id)
+    subtask = next((item for item in task.subtasks if item.id == subtask_id), None)
+    if subtask is None:
+        raise HTTPException(status_code=404, detail="Subtask not found")
+    _, payload = await queue_task_dispatch(task, db=db, subtask=subtask)
+    task = await _get_task_or_404(db, task_id=task_id, user_id=current_user.id)
+    return TaskDispatchResponse(
+        status=subtask.dispatch_status,
+        run_id=subtask.dispatch_run_id,
+        task=_task_detail_to_out(task),
+        payload=payload,
+    )

backend/app/schemas/conversation.py

@@ -1,5 +1,7 @@
-from pydantic import BaseModel
 from datetime import datetime
+from typing import Literal
+
+from pydantic import BaseModel
 
 
 class MessageCreate(BaseModel):
@@ -37,6 +39,7 @@ class ChatRequest(BaseModel):
     conversation_id: str | None = None
     agent_id: str | None = None
     model_name: str | None = None
+    runtime: Literal["jarvis", "hermes"] | None = None
     file_ids: list[str] = []
 
 

backend/app/schemas/schedule_center.py

@@ -1,7 +1,8 @@
 from datetime import datetime
 
-from pydantic import BaseModel
+from pydantic import BaseModel, Field
 
+from app.models.task import TaskDispatchStatus, TaskPriority, TaskQuadrant, TaskStatus
 from app.schemas.goal import GoalOut
 from app.schemas.reminder import ReminderOut
 from app.schemas.task import TaskOut
@@ -18,6 +19,47 @@ class ScheduleCenterDaySummary(BaseModel):
     goal_total: int
 
 
+class ScheduleCenterFocusTaskOut(BaseModel):
+    id: str
+    title: str
+    status: TaskStatus
+    priority: TaskPriority
+    quadrant: TaskQuadrant | None = None
+    assignee_type: str | None = None
+    assignee_id: str | None = None
+    dispatch_status: TaskDispatchStatus
+    due_date: datetime | None = None
+
+
+class ScheduleCenterQuadrantTaskOut(BaseModel):
+    id: str
+    title: str
+    status: TaskStatus
+    priority: TaskPriority
+    dispatch_status: TaskDispatchStatus
+    assignee_type: str | None = None
+    assignee_id: str | None = None
+
+
+class ScheduleCenterQuadrantOut(BaseModel):
+    id: TaskQuadrant
+    title: str
+    subtitle: str
+    color: str
+    glow_color: str
+    icon: str
+    tasks: list[ScheduleCenterQuadrantTaskOut] = Field(default_factory=list)
+
+
+class ScheduleCenterCommanderSummaryOut(BaseModel):
+    total: int = 0
+    queued: int = 0
+    running: int = 0
+    completed: int = 0
+    failed: int = 0
+    overall_status: str | None = None
+
+
 class ScheduleCenterMonthOut(BaseModel):
     month: str
     days: list[ScheduleCenterDaySummary]
@@ -30,4 +72,9 @@ class ScheduleCenterDateOut(BaseModel):
     reminders: list[ReminderOut]
     goals: list[GoalOut]
     summary: ScheduleCenterDaySummary
+    focus_tasks: list[ScheduleCenterFocusTaskOut] = Field(default_factory=list)
+    quadrants: list[ScheduleCenterQuadrantOut] = Field(default_factory=list)
+    commander_summary: ScheduleCenterCommanderSummaryOut = Field(
+        default_factory=ScheduleCenterCommanderSummaryOut,
+    )
     generated_at: datetime

backend/app/schemas/task.py

@@ -1,14 +1,146 @@
-from pydantic import BaseModel
+from __future__ import annotations
+
+import json
 from datetime import datetime
-from app.models.task import TaskStatus, TaskPriority
+
+from pydantic import BaseModel, Field
+from sqlalchemy import inspect
+from sqlalchemy.orm.attributes import NO_VALUE
+
+from app.models.task import (
+    Task,
+    TaskAssigneeType,
+    TaskDispatchStatus,
+    TaskHistory,
+    TaskPriority,
+    TaskQuadrant,
+    TaskSource,
+    TaskStatus,
+    TaskSubTask,
+)
+
+
+def _coerce_enum(value, enum_cls, default=None):
+    if value is None:
+        return default
+    if isinstance(value, enum_cls):
+        return value
+    if isinstance(value, str):
+        raw = value.strip()
+        if not raw:
+            return default
+        for item in enum_cls:
+            if raw == item.value or raw.lower() == item.value:
+                return item
+            if raw.upper() == item.name:
+                return item
+    return default
+
+
+def parse_tags(raw_tags: str | None) -> list[str]:
+    if not raw_tags:
+        return []
+    try:
+        parsed = json.loads(raw_tags)
+    except json.JSONDecodeError:
+        return []
+    if not isinstance(parsed, list):
+        return []
+    return [str(item) for item in parsed]
+
+
+def serialize_tags(tags: list[str] | None) -> str | None:
+    if not tags:
+        return None
+    return json.dumps([str(item) for item in tags], ensure_ascii=False)
+
+
+class TaskSubTaskCreate(BaseModel):
+    title: str
+    description: str | None = None
+    status: TaskStatus = TaskStatus.TODO
+    order_index: int | None = None
+    assignee_type: TaskAssigneeType | None = None
+    assignee_id: str | None = None
+
+
+class TaskSubTaskUpdate(BaseModel):
+    title: str | None = None
+    description: str | None = None
+    status: TaskStatus | None = None
+    order_index: int | None = None
+    assignee_type: TaskAssigneeType | None = None
+    assignee_id: str | None = None
+    dispatch_status: TaskDispatchStatus | None = None
+    dispatch_run_id: str | None = None
+    result_summary: str | None = None
+
+
+class TaskSubTaskReorderItem(BaseModel):
+    id: str
+    order_index: int
+
+
+class TaskSubTaskReorderRequest(BaseModel):
+    items: list[TaskSubTaskReorderItem] = Field(default_factory=list)
+
+
+class TaskSubTaskOut(BaseModel):
+    id: str
+    task_id: str
+    title: str
+    description: str | None
+    status: TaskStatus
+    order_index: int
+    assignee_type: TaskAssigneeType | None
+    assignee_id: str | None
+    dispatch_status: TaskDispatchStatus
+    dispatch_run_id: str | None
+    result_summary: str | None = None
+    completed_at: datetime | None
+    created_at: datetime
+    updated_at: datetime
+
+    model_config = {"from_attributes": True}
+
+
+class TaskHistoryOut(BaseModel):
+    id: str
+    task_id: str
+    action: str
+    old_value: str | None
+    new_value: str | None
+    created_at: datetime
+    updated_at: datetime
+
+    model_config = {"from_attributes": True}
+
+
+class TaskDispatchSummary(BaseModel):
+    status: TaskDispatchStatus
+    run_id: str | None = None
+    result_summary: str | None = None
+    started_at: datetime | None = None
+    last_synced_at: datetime | None = None
+    total_subtasks: int = 0
+    dispatched_subtasks: int = 0
+    subtask_dispatch_statuses: dict[str, int] = Field(default_factory=dict)
 
 
 class TaskCreate(BaseModel):
     title: str
     description: str | None = None
+    status: TaskStatus = TaskStatus.TODO
     priority: TaskPriority = TaskPriority.MEDIUM
     due_date: datetime | None = None
     tags: list[str] | None = None
+    source: TaskSource = TaskSource.MANUAL
+    conversation_id: str | None = None
+    quadrant: TaskQuadrant | None = None
+    assignee_type: TaskAssigneeType | None = None
+    assignee_id: str | None = None
+    subtasks: list[TaskSubTaskCreate] = Field(default_factory=list)
+    dispatch_to_commander: bool = False
 
 
 class TaskUpdate(BaseModel):
@@ -18,6 +150,16 @@ class TaskUpdate(BaseModel):
     priority: TaskPriority | None = None
     due_date: datetime | None = None
     tags: list[str] | None = None
+    source: TaskSource | None = None
+    conversation_id: str | None = None
+    quadrant: TaskQuadrant | None = None
+    assignee_type: TaskAssigneeType | None = None
+    assignee_id: str | None = None
+    dispatch_status: TaskDispatchStatus | None = None
+    dispatch_run_id: str | None = None
+    result_summary: str | None = None
+    started_at: datetime | None = None
+    last_synced_at: datetime | None = None
 
 
 class TaskOut(BaseModel):
@@ -28,12 +170,128 @@ class TaskOut(BaseModel):
     priority: TaskPriority
     due_date: datetime | None
     completed_at: datetime | None
-    tags: str | None
+    tags: list[str] = Field(default_factory=list)
+    source: TaskSource
+    conversation_id: str | None
+    quadrant: TaskQuadrant | None
+    assignee_type: TaskAssigneeType | None
+    assignee_id: str | None
+    dispatch_status: TaskDispatchStatus
+    dispatch_run_id: str | None
+    result_summary: str | None
+    started_at: datetime | None
+    last_synced_at: datetime | None
+    subtask_count: int = 0
     created_at: datetime
     updated_at: datetime
 
-    model_config = {"from_attributes": True}
+
+class TaskDetailOut(TaskOut):
+    subtasks: list[TaskSubTaskOut] = Field(default_factory=list)
+    history: list[TaskHistoryOut] = Field(default_factory=list)
+    dispatch: TaskDispatchSummary
+    dispatch_summary: TaskDispatchSummary
+
+
+
+
+class TaskDispatchRequest(BaseModel):
+    target: str = "commander"
+    conversation_id: str | None = None
+    assignee_type: TaskAssigneeType | None = None
+    assignee_id: str | None = None
+
+
+class TaskDispatchResponse(BaseModel):
+    status: TaskDispatchStatus
+    run_id: str | None = None
+    task: TaskDetailOut
+    payload: dict[str, object] = Field(default_factory=dict)
 
 
 class DailyPlanRequest(BaseModel):
     user_id: str
+
+
+def build_task_out(task: Task) -> TaskOut:
+    subtasks_attr = inspect(task).attrs.subtasks.loaded_value
+    return TaskOut(
+        id=task.id,
+        title=task.title,
+        description=task.description,
+        status=_coerce_enum(task.status, TaskStatus, TaskStatus.TODO),
+        priority=_coerce_enum(task.priority, TaskPriority, TaskPriority.MEDIUM),
+        due_date=task.due_date,
+        completed_at=task.completed_at,
+        tags=parse_tags(task.tags),
+        source=_coerce_enum(task.source, TaskSource, TaskSource.MANUAL),
+        conversation_id=task.conversation_id,
+        quadrant=_coerce_enum(task.quadrant, TaskQuadrant, None),
+        assignee_type=_coerce_enum(task.assignee_type, TaskAssigneeType, None),
+        assignee_id=task.assignee_id,
+        dispatch_status=_coerce_enum(task.dispatch_status, TaskDispatchStatus, TaskDispatchStatus.IDLE),
+        dispatch_run_id=task.dispatch_run_id,
+        result_summary=task.result_summary,
+        started_at=task.started_at,
+        last_synced_at=task.last_synced_at,
+        subtask_count=0 if subtasks_attr is NO_VALUE else len(subtasks_attr or []),
+        created_at=task.created_at,
+        updated_at=task.updated_at,
+    )
+
+
+def build_task_detail_out(task: Task) -> TaskDetailOut:
+    normalized_task_dispatch = _coerce_enum(task.dispatch_status, TaskDispatchStatus, TaskDispatchStatus.IDLE)
+
+    normalized_subtasks = [
+        TaskSubTaskOut(
+            id=item.id,
+            task_id=item.task_id,
+            title=item.title,
+            description=item.description,
+            status=_coerce_enum(item.status, TaskStatus, TaskStatus.TODO),
+            order_index=item.order_index,
+            assignee_type=_coerce_enum(item.assignee_type, TaskAssigneeType, None),
+            assignee_id=item.assignee_id,
+            dispatch_status=_coerce_enum(item.dispatch_status, TaskDispatchStatus, TaskDispatchStatus.IDLE),
+            dispatch_run_id=item.dispatch_run_id,
+            result_summary=item.result_summary,
+            completed_at=item.completed_at,
+            created_at=item.created_at,
+            updated_at=item.updated_at,
+        )
+        for item in task.subtasks
+    ]
+
+    subtask_dispatch_statuses: dict[str, int] = {}
+    for item in normalized_subtasks:
+        key = item.dispatch_status.value
+        subtask_dispatch_statuses[key] = subtask_dispatch_statuses.get(key, 0) + 1
+
+    dispatched_subtasks = sum(1 for item in normalized_subtasks if item.dispatch_status != TaskDispatchStatus.IDLE)
+
+    return TaskDetailOut(
+        **build_task_out(task).model_dump(),
+        subtasks=normalized_subtasks,
+        history=[TaskHistoryOut.model_validate(item) for item in task.history],
+        dispatch=TaskDispatchSummary(
+            status=normalized_task_dispatch,
+            run_id=task.dispatch_run_id,
+            result_summary=task.result_summary,
+            started_at=task.started_at,
+            last_synced_at=task.last_synced_at,
+            total_subtasks=len(normalized_subtasks),
+            dispatched_subtasks=dispatched_subtasks,
+            subtask_dispatch_statuses=subtask_dispatch_statuses,
+        ),
+        dispatch_summary=TaskDispatchSummary(
+            status=normalized_task_dispatch,
+            run_id=task.dispatch_run_id,
+            result_summary=task.result_summary,
+            started_at=task.started_at,
+            last_synced_at=task.last_synced_at,
+            total_subtasks=len(normalized_subtasks),
+            dispatched_subtasks=dispatched_subtasks,
+            subtask_dispatch_statuses=subtask_dispatch_statuses,
+        ),
+    )

backend/app/services/agent_runtime/__init__.py

@@ -0,0 +1,9 @@
+from app.services.agent_runtime.hermes_runtime import HermesRuntimeAdapter, hermes_runtime_adapter
+from app.services.agent_runtime.jarvis_runtime import JarvisRuntimeAdapter, jarvis_runtime_adapter
+
+__all__ = [
+    "HermesRuntimeAdapter",
+    "hermes_runtime_adapter",
+    "JarvisRuntimeAdapter",
+    "jarvis_runtime_adapter",
+]

backend/app/services/agent_runtime/base.py

@@ -0,0 +1,37 @@
+from __future__ import annotations
+
+from dataclasses import dataclass
+from typing import Any, AsyncGenerator, Protocol
+
+from app.models.conversation import Conversation, Message
+from app.models.user import User
+
+
+RuntimeName = str
+
+
+@dataclass(slots=True)
+class RuntimePreparedContext:
+    user: User
+    conversation: Conversation
+    user_message: Message
+    assistant_message: Message
+    raw_message: str
+    full_message: str
+    file_ids: list[str]
+    model_name: str | None
+    memory_context: str | None
+
+
+class ChatRuntime(Protocol):
+    name: RuntimeName
+
+    async def chat_stream(
+        self,
+        prepared: RuntimePreparedContext,
+    ) -> AsyncGenerator[dict[str, Any], None]: ...
+
+    async def chat_once(
+        self,
+        prepared: RuntimePreparedContext,
+    ) -> tuple[str, str | None]: ...

backend/app/services/agent_runtime/hermes_runtime.py

@@ -0,0 +1,172 @@
+from __future__ import annotations
+
+import asyncio
+import importlib.util
+import sys
+from datetime import UTC, datetime
+from pathlib import Path
+from typing import Any, AsyncGenerator
+
+from app.services.agent_runtime.base import ChatRuntime, RuntimePreparedContext
+from app.services.agent_runtime.hermes_session_manager import hermes_session_manager
+
+
+class HermesRuntimeAdapter(ChatRuntime):
+    name = "hermes"
+
+    def __init__(self) -> None:
+        self._repo_path = Path(__file__).resolve().parents[4] / ".tmp" / "hermes-agent"
+        self._agent_class = None
+
+    def probe(self) -> dict[str, Any]:
+        cli_path = self._repo_path / "cli.py"
+        run_agent_path = self._repo_path / "run_agent.py"
+        return {
+            "repo_path": str(self._repo_path),
+            "repo_exists": self._repo_path.exists(),
+            "cli_exists": cli_path.exists(),
+            "run_agent_exists": run_agent_path.exists(),
+            "supports_single_query": True,
+            "supports_resume": True,
+            "integration_mode": "python_ai_agent_bridge",
+        }
+
+    def _load_agent_class(self):
+        if self._agent_class is not None:
+            return self._agent_class
+
+        run_agent_path = self._repo_path / "run_agent.py"
+        if not run_agent_path.exists():
+            raise RuntimeError(f"Hermes run_agent.py 未找到: {run_agent_path}")
+
+        repo_path = str(self._repo_path)
+        if repo_path not in sys.path:
+            sys.path.insert(0, repo_path)
+
+        spec = importlib.util.spec_from_file_location("jarvis_hermes_run_agent", run_agent_path)
+        if spec is None or spec.loader is None:
+            raise RuntimeError("无法加载 Hermes run_agent 模块")
+
+        module = importlib.util.module_from_spec(spec)
+        spec.loader.exec_module(module)
+        self._agent_class = getattr(module, "AIAgent")
+        return self._agent_class
+
+    def _build_agent(self, prepared: RuntimePreparedContext, session_id: str):
+        agent_class = self._load_agent_class()
+        kwargs: dict[str, Any] = {
+            "session_id": session_id,
+            "platform": "jarvis",
+            "user_id": prepared.user.id,
+            "quiet_mode": True,
+            "persist_session": True,
+            "skip_context_files": True,
+            "max_iterations": 30,
+        }
+        if prepared.model_name:
+            kwargs["model"] = prepared.model_name
+        return agent_class(**kwargs)
+
+    def _build_system_message(self, prepared: RuntimePreparedContext) -> str:
+        parts = [
+            "You are Hermes running inside the Jarvis chat runtime.",
+            "Return normal assistant text for the user. Do not mention internal bridge details unless asked.",
+        ]
+        if prepared.memory_context:
+            parts.append(prepared.memory_context)
+        return "\n\n".join(parts)
+
+    async def chat_stream(
+        self,
+        prepared: RuntimePreparedContext,
+    ) -> AsyncGenerator[dict[str, Any], None]:
+        handle = hermes_session_manager.get_or_create(
+            conversation_id=prepared.conversation.id,
+            user_id=prepared.user.id,
+        )
+        async with handle.lock:
+            yield {
+                "type": "progress",
+                "stage": "planning",
+                "label": "Hermes 正在准备会话",
+                "agent": "hermes",
+                "step": "加载 Hermes runtime",
+                "steps": [
+                    "恢复会话上下文",
+                    "调用 Hermes AIAgent",
+                    "回传流式回复",
+                ],
+            }
+
+            queue: asyncio.Queue[dict[str, Any] | None] = asyncio.Queue()
+            loop = asyncio.get_running_loop()
+            result_box: dict[str, Any] = {"content": None, "error": None, "model": prepared.model_name or "hermes"}
+
+            def stream_callback(delta: str) -> None:
+                loop.call_soon_threadsafe(queue.put_nowait, {"type": "chunk", "content": delta})
+
+            def run_sync() -> None:
+                try:
+                    agent = self._build_agent(prepared, handle.hermes_session_id)
+                    result = agent.run_conversation(
+                        prepared.full_message,
+                        system_message=self._build_system_message(prepared),
+                        stream_callback=stream_callback,
+                    )
+                    result_box["content"] = str(result.get("final_response") or "")
+                    result_box["model"] = getattr(agent, "model", prepared.model_name or "hermes")
+                except Exception as exc:  # pragma: no cover - surfaced through queue
+                    result_box["error"] = f"Hermes 执行失败: {exc}"
+                    loop.call_soon_threadsafe(
+                        queue.put_nowait,
+                        {"type": "error", "error": result_box["error"]},
+                    )
+                finally:
+                    loop.call_soon_threadsafe(queue.put_nowait, None)
+
+            worker = asyncio.create_task(asyncio.to_thread(run_sync))
+            streamed_text = ""
+            while True:
+                event = await queue.get()
+                if event is None:
+                    break
+                if event.get("type") == "chunk":
+                    streamed_text += str(event.get("content", ""))
+                yield event
+
+            await worker
+            handle.last_used_at = datetime.now(UTC)
+            handle.metadata = {
+                "session_id": handle.hermes_session_id,
+                "model": result_box["model"],
+                "last_error": result_box["error"],
+            }
+
+            final_text = result_box["content"] or streamed_text
+            if final_text and final_text != streamed_text:
+                yield {"type": "chunk", "content": final_text}
+
+    async def chat_once(self, prepared: RuntimePreparedContext) -> tuple[str, str | None]:
+        handle = hermes_session_manager.get_or_create(
+            conversation_id=prepared.conversation.id,
+            user_id=prepared.user.id,
+        )
+
+        async with handle.lock:
+            agent = await asyncio.to_thread(self._build_agent, prepared, handle.hermes_session_id)
+            result = await asyncio.to_thread(
+                agent.run_conversation,
+                prepared.full_message,
+                self._build_system_message(prepared),
+            )
+            handle.last_used_at = datetime.now(UTC)
+            resolved_model = getattr(agent, "model", prepared.model_name or "hermes")
+            handle.metadata = {
+                "session_id": handle.hermes_session_id,
+                "model": resolved_model,
+                "last_error": None,
+            }
+            return str(result.get("final_response") or ""), resolved_model
+
+
+hermes_runtime_adapter = HermesRuntimeAdapter()

backend/app/services/agent_runtime/hermes_session_manager.py

@@ -0,0 +1,37 @@
+from __future__ import annotations
+
+import asyncio
+from dataclasses import dataclass, field
+from datetime import UTC, datetime
+from typing import Any
+
+
+@dataclass(slots=True)
+class HermesSessionHandle:
+    conversation_id: str
+    user_id: str
+    hermes_session_id: str
+    last_used_at: datetime = field(default_factory=lambda: datetime.now(UTC))
+    restart_count: int = 0
+    lock: asyncio.Lock = field(default_factory=asyncio.Lock)
+    metadata: dict[str, Any] = field(default_factory=dict)
+
+
+class HermesSessionManager:
+    def __init__(self) -> None:
+        self._sessions: dict[str, HermesSessionHandle] = {}
+
+    def get_or_create(self, *, conversation_id: str, user_id: str) -> HermesSessionHandle:
+        handle = self._sessions.get(conversation_id)
+        if handle is None:
+            handle = HermesSessionHandle(
+                conversation_id=conversation_id,
+                user_id=user_id,
+                hermes_session_id=f"jarvis-{conversation_id}",
+            )
+            self._sessions[conversation_id] = handle
+        handle.last_used_at = datetime.now(UTC)
+        return handle
+
+
+hermes_session_manager = HermesSessionManager()

backend/app/services/agent_runtime/jarvis_runtime.py

@@ -0,0 +1,21 @@
+from __future__ import annotations
+
+from typing import Any, AsyncGenerator
+
+from app.services.agent_runtime.base import ChatRuntime, RuntimePreparedContext
+
+
+class JarvisRuntimeAdapter(ChatRuntime):
+    name = "jarvis"
+
+    async def chat_stream(
+        self,
+        prepared: RuntimePreparedContext,
+    ) -> AsyncGenerator[dict[str, Any], None]:
+        raise NotImplementedError("Jarvis runtime is executed inside AgentService")
+
+    async def chat_once(self, prepared: RuntimePreparedContext) -> tuple[str, str | None]:
+        raise NotImplementedError("Jarvis runtime is executed inside AgentService")
+
+
+jarvis_runtime_adapter = JarvisRuntimeAdapter()

backend/app/services/agent_service.py

@@ -42,6 +42,9 @@ from app.services.rollback_controller import RollbackController
 from app.services.runtime_observability import build_runtime_observability_report
 from app.agents.tools.time_reasoning import extract_reference_datetime
 from app.agents.state import initial_state
+from app.services.agent_runtime.base import RuntimePreparedContext
+from app.services.agent_runtime.hermes_runtime import hermes_runtime_adapter
+from app.services.agent_runtime.hermes_session_manager import hermes_session_manager
 
 logger = logging.getLogger(__name__)
 
@@ -378,6 +381,9 @@ class AgentService:
     def __init__(self, db: AsyncSession):
         self.db = db
 
+    def _resolve_runtime(self, runtime: str | None) -> str:
+        return runtime or "jarvis"
+
     async def _try_auto_summarize_background(self, user_id: str, conversation_id: str) -> None:
         async with async_session() as session:
             await memory_service.try_auto_summarize(session, user_id, conversation_id)
@@ -662,10 +668,12 @@ class AgentService:
         conversation_id: str | None = None,
         file_ids: list[str] | None = None,
         model_name: str | None = None,
+        runtime: str | None = None,
     ) -> tuple[str, str, AsyncGenerator[dict[str, Any], None]]:
         """
         处理对话请求（流式）
         """
+        runtime_name = self._resolve_runtime(runtime)
         user_llm_config = await self._get_user_llm_config(user_id, model_name)
         model_name_used = model_name
         if model_name and not user_llm_config:
@@ -758,7 +766,7 @@ class AgentService:
             conversation_id=conversation_id,
             role="assistant",
             content="",
-            model=model_name_used or "jarvis",
+            model=(model_name_used or "jarvis") if runtime_name == "jarvis" else runtime_name,
             attachments=None,
         )
         self.db.add(assistant_msg)
@@ -773,10 +781,78 @@ class AgentService:
                 "title": "Assistant message",
                 "content_summary": content[:500],
                 "raw_excerpt": content[:2000],
-                "metadata_": {"role": "assistant"},
+                "metadata_": {"role": "assistant", "runtime": runtime_name},
                 "importance_signal": 0.8,
             }
 
+        if runtime_name == "hermes":
+            user = await self.db.get(User, user_id)
+            if user is None:
+                raise ValueError("用户不存在")
+
+            prepared = RuntimePreparedContext(
+                user=user,
+                conversation=conv,
+                user_message=user_msg,
+                assistant_message=assistant_msg,
+                raw_message=message,
+                full_message=full_message,
+                file_ids=file_ids or [],
+                model_name=model_name_used,
+                memory_context=memory_ctx,
+            )
+
+            async def run_hermes():
+                collected = ""
+                stream_failed = False
+                try:
+                    async for event in hermes_runtime_adapter.chat_stream(prepared):
+                        if event.get("type") == "chunk":
+                            collected += str(event.get("content", ""))
+                        elif event.get("type") == "error":
+                            stream_failed = True
+                        yield event
+                finally:
+                    try:
+                        session_handle = hermes_session_manager.get_or_create(
+                            conversation_id=conv.id,
+                            user_id=user_id,
+                        )
+                        assistant_msg.content = collected if collected else ("Hermes 执行失败，请检查运行配置。" if stream_failed else "")
+                        assistant_msg.model = str(session_handle.metadata.get("model") or "hermes")
+                        assistant_msg.attachments = [
+                            {
+                                "kind": "runtime_info",
+                                "runtime": "hermes",
+                                "session_id": session_handle.hermes_session_id,
+                                "model": session_handle.metadata.get("model"),
+                                "last_error": session_handle.metadata.get("last_error"),
+                            }
+                        ]
+                        conv.agent_state = {
+                            "runtime": "hermes",
+                            "runtime_state": {
+                                "hermes": {
+                                    "session_id": session_handle.hermes_session_id,
+                                    "message_id": assistant_msg.id,
+                                    "model": session_handle.metadata.get("model"),
+                                    "last_error": session_handle.metadata.get("last_error"),
+                                }
+                            },
+                        }
+                        await BrainService(self.db).create_event(
+                            user_id,
+                            **_build_assistant_event_payload(assistant_msg.content),
+                        )
+                        await self.db.commit()
+                        await self.db.refresh(assistant_msg)
+                    except Exception:
+                        logger.exception("save_hermes_assistant_message_failed")
+                    asyncio.create_task(self._try_auto_summarize_background(user_id, conversation_id))
+                    asyncio.create_task(self._extract_memories_background(user_id, conversation_id))
+
+            return conversation_id, assistant_msg.id, run_hermes()
+
         async def run_agent():
             collected = ""
             state: dict[str, Any] | None = None
@@ -1003,10 +1079,12 @@ class AgentService:
         conversation_id: str | None = None,
         file_ids: list[str] | None = None,
         model_name: str | None = None,
+        runtime: str | None = None,
     ) -> tuple[str, str, str, str | None]:
         """
         简单同步版对话
         """
+        runtime_name = self._resolve_runtime(runtime)
         user_llm_config = await self._get_user_llm_config(user_id, model_name)
         model_name_used = model_name
         if model_name and not user_llm_config:
@@ -1043,7 +1121,7 @@ class AgentService:
             conversation_id=conversation_id,
             role="assistant",
             content="",
-            model=model_name_used or "jarvis",
+            model=(model_name_used or "jarvis") if runtime_name == "jarvis" else runtime_name,
             attachments=None,
         )
         self.db.add(assistant_msg)
@@ -1072,6 +1150,70 @@ class AgentService:
         if recall_ctx:
             memory_ctx = f"{memory_ctx}\n{recall_ctx}" if memory_ctx else recall_ctx
 
+        if runtime_name == "hermes":
+            user = await self.db.get(User, user_id)
+            if user is None:
+                raise ValueError("用户不存在")
+            prepared = RuntimePreparedContext(
+                user=user,
+                conversation=conv,
+                user_message=user_msg,
+                assistant_message=assistant_msg,
+                raw_message=message,
+                full_message=message,
+                file_ids=file_ids or [],
+                model_name=model_name_used,
+                memory_context=memory_ctx,
+            )
+            response_content, resolved_model_name = await hermes_runtime_adapter.chat_once(prepared)
+            assistant_msg.content = response_content
+            assistant_msg.model = resolved_model_name or "hermes"
+            assistant_msg.attachments = [{
+                "kind": "runtime_info",
+                "runtime": "hermes",
+                "session_id": hermes_session_manager.get_or_create(
+                    conversation_id=conv.id,
+                    user_id=user_id,
+                ).hermes_session_id,
+                "model": resolved_model_name,
+            }]
+            conv.agent_state = {
+                "runtime": "hermes",
+                "runtime_state": {
+                    "hermes": {
+                        "session_id": hermes_session_manager.get_or_create(
+                            conversation_id=conv.id,
+                            user_id=user_id,
+                        ).hermes_session_id,
+                        "message_id": assistant_msg.id,
+                        "model": resolved_model_name,
+                    }
+                },
+            }
+            await brain_service.create_event(
+                user_id,
+                source_type="conversation",
+                source_id=conversation_id,
+                event_type="message_created",
+                title="Assistant message",
+                content_summary=response_content[:500],
+                raw_excerpt=response_content[:2000],
+                metadata_={"role": "assistant", "runtime": "hermes"},
+                importance_signal=0.8,
+            )
+            await self.db.commit()
+            await self.db.refresh(assistant_msg)
+            schedule_retrospective_job(
+                user_id=user_id,
+                conversation_id=conversation_id,
+                request_message_id=user_msg.id,
+                response_message_id=assistant_msg.id,
+                query_text=message,
+                final_response=response_content,
+                state=None,
+            )
+            return conversation_id, assistant_msg.id, response_content, assistant_msg.model
+
         set_current_user(user_id)
         try:
             graph = get_agent_graph()

backend/app/services/task_dispatch.py

@@ -0,0 +1,238 @@
+import asyncio
+from datetime import UTC, datetime
+from uuid import uuid4
+
+from sqlalchemy import select
+from sqlalchemy.ext.asyncio import async_sessionmaker
+from sqlalchemy.orm import object_session
+from sqlalchemy.orm import selectinload
+
+from app.models.task import (
+    Task,
+    TaskDispatchStatus,
+    TaskHistory,
+    TaskPriority,
+    TaskStatus,
+    TaskSubTask,
+)
+
+
+def _now() -> datetime:
+    return datetime.now(UTC)
+
+
+def _stringify(value: object | None) -> str | None:
+    if value is None:
+        return None
+    return str(value)
+
+
+def append_task_history(
+    task: Task,
+    *,
+    action: str,
+    old_value: object | None = None,
+    new_value: object | None = None,
+) -> None:
+    entry = TaskHistory(
+        task_id=task.id,
+        action=action,
+        old_value=_stringify(old_value),
+        new_value=_stringify(new_value),
+    )
+    session = object_session(task)
+    if session is not None:
+        session.add(entry)
+        return
+    task.history.append(entry)
+
+
+def build_dispatch_payload(task: Task, subtasks: list[TaskSubTask]) -> dict[str, object]:
+    return {
+        "business_task_id": task.id,
+        "title": task.title,
+        "description": task.description,
+        "priority": task.priority.value if isinstance(task.priority, TaskPriority) else str(task.priority),
+        "due_date": task.due_date.isoformat() if task.due_date else None,
+        "conversation_id": task.conversation_id,
+        "user_id": task.user_id,
+        "subtasks": [
+            {
+                "id": item.id,
+                "title": item.title,
+                "description": item.description,
+                "status": item.status.value if isinstance(item.status, TaskStatus) else str(item.status),
+                "assignee_type": item.assignee_type.value if item.assignee_type else None,
+                "assignee_id": item.assignee_id,
+                "dispatch_status": (
+                    item.dispatch_status.value
+                    if isinstance(item.dispatch_status, TaskDispatchStatus)
+                    else str(item.dispatch_status)
+                ),
+                "order_index": item.order_index,
+            }
+            for item in subtasks
+        ],
+    }
+
+
+async def _run_dispatch_flow(
+    task_id: str,
+    run_id: str,
+    *,
+    session_factory,
+    subtask_id: str | None = None,
+) -> None:
+    await asyncio.sleep(0.01)
+
+    async with session_factory() as db:
+        task = await db.get(Task, task_id)
+        if task is None:
+            return
+        target = await db.get(TaskSubTask, subtask_id) if subtask_id else None
+        if subtask_id and target is None:
+            return
+
+        if subtask_id:
+            previous = target.dispatch_status
+            target.dispatch_status = TaskDispatchStatus.RUNNING
+            target.dispatch_run_id = run_id
+            target.completed_at = None
+            task.dispatch_status = TaskDispatchStatus.RUNNING
+            task.dispatch_run_id = run_id
+            task.started_at = task.started_at or _now()
+            task.last_synced_at = _now()
+            append_task_history(
+                task,
+                action="dispatch_status_changed",
+                old_value=f"{subtask_id}:{previous.value}",
+                new_value=f"{subtask_id}:{TaskDispatchStatus.RUNNING.value}",
+            )
+        else:
+            previous = task.dispatch_status
+            task.dispatch_status = TaskDispatchStatus.RUNNING
+            task.dispatch_run_id = run_id
+            task.started_at = task.started_at or _now()
+            task.last_synced_at = _now()
+            task.status = TaskStatus.IN_PROGRESS
+            append_task_history(
+                task,
+                action="dispatch_status_changed",
+                old_value=previous.value,
+                new_value=TaskDispatchStatus.RUNNING.value,
+            )
+        await db.commit()
+
+    await asyncio.sleep(0.01)
+
+    async with session_factory() as db:
+        task = await db.get(Task, task_id)
+        if task is None:
+            return
+        target = await db.get(TaskSubTask, subtask_id) if subtask_id else None
+        if subtask_id and target is None:
+            return
+
+        synced_at = _now()
+        if subtask_id:
+            previous = target.dispatch_status
+            target.dispatch_status = TaskDispatchStatus.COMPLETED
+            target.dispatch_run_id = run_id
+            target.status = TaskStatus.DONE
+            target.completed_at = synced_at
+            task.dispatch_status = TaskDispatchStatus.COMPLETED
+            task.dispatch_run_id = run_id
+            task.result_summary = f"Commander completed subtask {target.title}"
+            task.last_synced_at = synced_at
+            append_task_history(
+                task,
+                action="dispatch_status_changed",
+                old_value=f"{subtask_id}:{previous.value}",
+                new_value=f"{subtask_id}:{TaskDispatchStatus.COMPLETED.value}",
+            )
+        else:
+            previous = task.dispatch_status
+            task.dispatch_status = TaskDispatchStatus.COMPLETED
+            task.dispatch_run_id = run_id
+            task.result_summary = f"Commander completed task {task.title}"
+            task.last_synced_at = synced_at
+            task.status = TaskStatus.DONE
+            task.completed_at = synced_at
+            append_task_history(
+                task,
+                action="dispatch_status_changed",
+                old_value=previous.value,
+                new_value=TaskDispatchStatus.COMPLETED.value,
+            )
+        await db.commit()
+
+
+def schedule_dispatch(task_id: str, run_id: str, *, session_factory, subtask_id: str | None = None) -> None:
+    asyncio.create_task(
+        _run_dispatch_flow(
+            task_id,
+            run_id,
+            session_factory=session_factory,
+            subtask_id=subtask_id,
+        )
+    )
+
+
+async def queue_task_dispatch(
+    task: Task,
+    *,
+    db,
+    subtask: TaskSubTask | None = None,
+) -> tuple[str, dict[str, object]]:
+    subtasks = list(task.subtasks)
+    run_id = uuid4().hex[:12]
+    synced_at = _now()
+
+    if subtask is not None:
+        previous = subtask.dispatch_status
+        subtask.dispatch_status = TaskDispatchStatus.QUEUED
+        subtask.dispatch_run_id = run_id
+        task.dispatch_status = TaskDispatchStatus.QUEUED
+        task.dispatch_run_id = run_id
+        task.result_summary = None
+        task.last_synced_at = synced_at
+        append_task_history(
+            task,
+            action="dispatched_to_commander",
+            old_value=f"{subtask.id}:{previous.value}",
+            new_value=f"{subtask.id}:{TaskDispatchStatus.QUEUED.value}",
+        )
+    else:
+        previous = task.dispatch_status
+        task.dispatch_status = TaskDispatchStatus.QUEUED
+        task.dispatch_run_id = run_id
+        task.result_summary = None
+        task.started_at = None
+        task.last_synced_at = synced_at
+        append_task_history(
+            task,
+            action="dispatched_to_commander",
+            old_value=previous.value,
+            new_value=TaskDispatchStatus.QUEUED.value,
+        )
+
+    await db.commit()
+    await db.refresh(task)
+    payload = build_dispatch_payload(task, subtasks)
+    session_factory = async_sessionmaker(bind=db.bind, expire_on_commit=False)
+    schedule_dispatch(
+        task.id,
+        run_id,
+        session_factory=session_factory,
+        subtask_id=subtask.id if subtask else None,
+    )
+    return run_id, payload
+
+
+async def load_task_with_details(db, *, task_id: str, user_id: str) -> Task | None:
+    result = await db.execute(
+        select(Task)
+        .options(selectinload(Task.subtasks), selectinload(Task.history))
+        .where(Task.id == task_id, Task.user_id == user_id)
+    )
+    return result.scalar_one_or_none()

backend/tests/backend/app/services/test_hermes_runtime.py

@@ -0,0 +1,75 @@
+from __future__ import annotations
+
+from types import SimpleNamespace
+
+import pytest
+
+from app.services.agent_runtime.base import RuntimePreparedContext
+from app.services.agent_runtime.hermes_runtime import HermesRuntimeAdapter
+from app.services.agent_runtime.hermes_session_manager import hermes_session_manager
+
+
+class FakeAgent:
+    def __init__(self, **kwargs):
+        self.kwargs = kwargs
+        self.model = kwargs.get("model", "fake-hermes-model")
+
+    def run_conversation(self, user_message, system_message=None, stream_callback=None):
+        if stream_callback is not None:
+            stream_callback("hello ")
+            stream_callback("world")
+        return {"final_response": "hello world"}
+
+
+@pytest.fixture(autouse=True)
+def clear_hermes_sessions():
+    hermes_session_manager._sessions.clear()
+    yield
+    hermes_session_manager._sessions.clear()
+
+
+@pytest.fixture
+def prepared_context():
+    return RuntimePreparedContext(
+        user=SimpleNamespace(id="user-1"),
+        conversation=SimpleNamespace(id="conv-1"),
+        user_message=SimpleNamespace(id="msg-user"),
+        assistant_message=SimpleNamespace(id="msg-assistant"),
+        raw_message="hi",
+        full_message="hi",
+        file_ids=[],
+        model_name="hermes-test-model",
+        memory_context="memory block",
+    )
+
+
+@pytest.mark.asyncio
+async def test_chat_once_calls_ai_agent(monkeypatch, prepared_context):
+    adapter = HermesRuntimeAdapter()
+    monkeypatch.setattr(adapter, "_load_agent_class", lambda: FakeAgent)
+
+    content, model = await adapter.chat_once(prepared_context)
+
+    assert content == "hello world"
+    assert model == "hermes-test-model"
+    handle = hermes_session_manager.get_or_create(conversation_id="conv-1", user_id="user-1")
+    assert handle.metadata["model"] == "hermes-test-model"
+    assert handle.metadata["last_error"] is None
+
+
+@pytest.mark.asyncio
+async def test_chat_stream_emits_progress_and_chunks(monkeypatch, prepared_context):
+    adapter = HermesRuntimeAdapter()
+    monkeypatch.setattr(adapter, "_load_agent_class", lambda: FakeAgent)
+
+    events = []
+    async for event in adapter.chat_stream(prepared_context):
+        events.append(event)
+
+    assert events[0]["type"] == "progress"
+    chunks = [event["content"] for event in events if event["type"] == "chunk"]
+    assert "hello " in chunks
+    assert "world" in chunks
+    handle = hermes_session_manager.get_or_create(conversation_id="conv-1", user_id="user-1")
+    assert handle.metadata["model"] == "hermes-test-model"
+    assert handle.metadata["last_error"] is None

backend/tests/backend/app/test_conversation_router.py

@@ -95,3 +95,65 @@ async def test_chat_stream_emits_error_event_when_agent_service_fails_before_str
     assert response.status_code == 200
     assert 'event: error' in response.text
     assert 'stream boot failed' in response.text
+
+
+@pytest.mark.asyncio
+async def test_chat_stream_passes_runtime_to_agent_service(conversation_env, monkeypatch):
+    recorded: dict[str, object] = {}
+
+    async def fake_chat(self, **kwargs):
+        recorded.update(kwargs)
+
+        async def empty_stream():
+            if False:
+                yield None
+
+        return 'conv-rt', 'msg-rt', empty_stream()
+
+    monkeypatch.setattr('app.routers.conversation.AgentService.chat', fake_chat)
+
+    transport = ASGITransport(app=conversation_env)
+    async with AsyncClient(transport=transport, base_url='http://testserver') as client:
+        response = await client.post(
+            '/api/conversations/chat/stream',
+            json={'message': 'hello', 'runtime': 'hermes'},
+        )
+
+    assert response.status_code == 200
+    assert recorded['runtime'] == 'hermes'
+
+
+@pytest.mark.asyncio
+async def test_chat_defaults_agent_name_to_jarvis(conversation_env, monkeypatch):
+    async def fake_chat_simple(self, **kwargs):
+        return 'conv-id', 'msg-id', 'ok', 'test-model'
+
+    monkeypatch.setattr('app.routers.conversation.AgentService.chat_simple', fake_chat_simple)
+
+    transport = ASGITransport(app=conversation_env)
+    async with AsyncClient(transport=transport, base_url='http://testserver') as client:
+        response = await client.post(
+            '/api/conversations/chat',
+            json={'message': 'hello'},
+        )
+
+    assert response.status_code == 200
+    assert response.json()['agent_name'] == 'jarvis'
+
+
+@pytest.mark.asyncio
+async def test_chat_returns_hermes_agent_name_when_requested(conversation_env, monkeypatch):
+    async def fake_chat_simple(self, **kwargs):
+        return 'conv-id', 'msg-id', 'ok', 'hermes-model'
+
+    monkeypatch.setattr('app.routers.conversation.AgentService.chat_simple', fake_chat_simple)
+
+    transport = ASGITransport(app=conversation_env)
+    async with AsyncClient(transport=transport, base_url='http://testserver') as client:
+        response = await client.post(
+            '/api/conversations/chat',
+            json={'message': 'hello', 'runtime': 'hermes'},
+        )
+
+    assert response.status_code == 200
+    assert response.json()['agent_name'] == 'hermes'

backend/tests/backend/app/test_database_schema_bootstrap.py

@@ -2,7 +2,7 @@ import pytest
 from sqlalchemy import text
 from sqlalchemy.ext.asyncio import create_async_engine
 
-from app.database import ensure_learning_artifact_tables, ensure_memory_columns, ensure_skill_columns
+from app.database import ensure_learning_artifact_tables, ensure_memory_columns, ensure_skill_columns, ensure_task_columns
 
 
 @pytest.mark.anyio
@@ -113,3 +113,70 @@ async def test_ensure_learning_artifact_tables_creates_table_and_indexes(tmp_pat
         assert 'ix_learning_artifacts_artifact_type' in index_names
 
     await engine.dispose()
+
+
+@pytest.mark.anyio
+async def test_ensure_task_columns_adds_today_status_columns_and_subtask_table(tmp_path):
+    db_path = tmp_path / 'test_tasks.db'
+    engine = create_async_engine(f"sqlite+aiosqlite:///{db_path}", future=True)
+
+    async with engine.begin() as conn:
+        await conn.execute(text(
+            '''
+            CREATE TABLE tasks (
+                id VARCHAR(36) PRIMARY KEY,
+                user_id VARCHAR(36) NOT NULL,
+                title VARCHAR(500) NOT NULL,
+                description TEXT,
+                status VARCHAR(20) NOT NULL,
+                priority VARCHAR(20) NOT NULL,
+                due_date DATETIME,
+                completed_at DATETIME,
+                tags VARCHAR(1000),
+                created_at DATETIME,
+                updated_at DATETIME
+            )
+            '''
+        ))
+        await conn.execute(text(
+            '''
+            CREATE TABLE task_histories (
+                id VARCHAR(36) PRIMARY KEY,
+                task_id VARCHAR(36) NOT NULL,
+                action VARCHAR(100) NOT NULL,
+                old_value TEXT,
+                new_value TEXT,
+                created_at DATETIME,
+                updated_at DATETIME
+            )
+            '''
+        ))
+
+        await ensure_task_columns(conn)
+
+        task_columns = await conn.execute(text("PRAGMA table_info(tasks)"))
+        task_column_names = {row[1] for row in task_columns.fetchall()}
+        assert 'source' in task_column_names
+        assert 'conversation_id' in task_column_names
+        assert 'quadrant' in task_column_names
+        assert 'assignee_type' in task_column_names
+        assert 'dispatch_status' in task_column_names
+        assert 'dispatch_run_id' in task_column_names
+        assert 'last_synced_at' in task_column_names
+
+        history_columns = await conn.execute(text("PRAGMA table_info(task_histories)"))
+        history_column_names = {row[1] for row in history_columns.fetchall()}
+        assert 'subtask_id' in history_column_names
+
+        subtask_columns = await conn.execute(text("PRAGMA table_info(task_subtasks)"))
+        subtask_column_names = {row[1] for row in subtask_columns.fetchall()}
+        assert 'task_id' in subtask_column_names
+        assert 'order_index' in subtask_column_names
+        assert 'dispatch_status' in subtask_column_names
+
+        indexes = await conn.execute(text("PRAGMA index_list(task_subtasks)"))
+        index_names = {row[1] for row in indexes.fetchall()}
+        assert 'ix_task_subtasks_task_id' in index_names
+        assert 'ix_task_subtasks_dispatch_status' in index_names
+
+    await engine.dispose()

backend/tests/backend/app/test_schedule_center_router.py

@@ -1,10 +1,11 @@
 import sys
-from datetime import UTC, date, datetime
+from datetime import UTC, datetime
 from unittest.mock import Mock
 
 import pytest
 from fastapi import FastAPI
 from httpx import ASGITransport, AsyncClient
+from sqlalchemy import text
 from sqlalchemy.ext.asyncio import async_sessionmaker, create_async_engine
 
 sys.modules.setdefault('psutil', Mock())
@@ -13,7 +14,7 @@ import app.models  # noqa: F401
 from app.database import Base, get_db
 from app.models.goal import Goal
 from app.models.reminder import Reminder
-from app.models.task import Task, TaskPriority, TaskStatus
+from app.models.task import DispatchStatus, Task, TaskPriority, TaskQuadrant, TaskStatus, TaskSubTask
 from app.models.todo import DailyTodo, TodoSource
 from app.models.user import User
 from app.routers.auth import get_current_user
@@ -50,7 +51,7 @@ async def schedule_env(tmp_path):
         session.add_all([user, other_user])
         await session.flush()
 
-        session.add_all([
+        seeded_items = [
             DailyTodo(
                 user_id=user.id,
                 title='Legacy todo',
@@ -78,13 +79,19 @@ async def schedule_env(tmp_path):
                 title='High priority task',
                 priority=TaskPriority.HIGH,
                 status=TaskStatus.TODO,
+                source='schedule_center',
+                quadrant=TaskQuadrant.URGENT_IMPORTANT,
                 due_date=datetime(2026, 4, 10, 14, 0, tzinfo=UTC),
+                assignee_type='commander',
+                assignee_id='master',
+                dispatch_status=DispatchStatus.RUNNING,
             ),
             Task(
                 user_id=user.id,
                 title='Urgent task next day',
                 priority=TaskPriority.URGENT,
                 status=TaskStatus.IN_PROGRESS,
+                quadrant=TaskQuadrant.NOT_URGENT_IMPORTANT,
                 due_date=datetime(2026, 4, 11, 10, 0, tzinfo=UTC),
             ),
             Task(
@@ -106,6 +113,30 @@ async def schedule_env(tmp_path):
                 note='Ship MVP',
                 goal_date='2026-04-10',
             ),
+        ]
+        session.add_all(seeded_items)
+        await session.flush()
+        high_priority_task = next(item for item in seeded_items if isinstance(item, Task) and item.title == 'High priority task')
+        session.add_all([
+            TaskSubTask(
+                task_id=high_priority_task.id,
+                title='Commander follow-up',
+                status=TaskStatus.TODO,
+                order_index=0,
+                assignee_type='agent',
+                assignee_id='executor',
+                dispatch_status=DispatchStatus.QUEUED,
+            ),
+            TaskSubTask(
+                task_id=high_priority_task.id,
+                title='Commander completed step',
+                status=TaskStatus.DONE,
+                order_index=1,
+                assignee_type='agent',
+                assignee_id='executor',
+                dispatch_status=DispatchStatus.COMPLETED,
+                completed_at=datetime(2026, 4, 10, 16, 0, tzinfo=UTC),
+            ),
         ])
         await session.commit()
         await session.refresh(user)
@@ -211,10 +242,143 @@ async def test_get_schedule_center_date_returns_aggregated_resources(schedule_en
         'reminder_total': 1,
         'goal_total': 1,
     }
+    assert [item['title'] for item in payload['focus_tasks']] == ['High priority task']
+    assert [item['id'] for item in payload['quadrants']] == [
+        'urgent-important',
+        'not-urgent-important',
+        'urgent-not-important',
+        'not-urgent-not-important',
+    ]
+    assert payload['quadrants'][0]['tasks'][0]['title'] == 'High priority task'
+    assert payload['commander_summary'] == {
+        'total': 3,
+        'queued': 1,
+        'running': 1,
+        'completed': 1,
+        'failed': 0,
+        'overall_status': 'running',
+    }
     assert [item['title'] for item in payload['reminders']] == ['Doctor reminder']
     assert [item['title'] for item in payload['goals']] == ['Launch calendar beta']
 
 
+@pytest.mark.asyncio
+async def test_task_detail_and_subtask_crud(schedule_env):
+    transport = ASGITransport(app=schedule_env)
+    async with AsyncClient(transport=transport, base_url='http://testserver') as client:
+        create_response = await client.post(
+            '/api/tasks',
+            json={
+                'title': 'Plan Today Status',
+                'description': 'Wire task detail and quadrants',
+                'priority': 'high',
+                'quadrant': 'urgent-important',
+                'source': 'today_status',
+                'assignee_type': 'commander',
+            },
+        )
+        task_id = create_response.json()['id']
+        subtask_create = await client.post(
+            f'/api/tasks/{task_id}/subtasks',
+            json={'title': 'Model backend', 'assignee_type': 'executor'},
+        )
+        subtask_id = subtask_create.json()['id']
+        subtask_update = await client.patch(
+            f'/api/tasks/{task_id}/subtasks/{subtask_id}',
+            json={'status': 'done'},
+        )
+        detail_response = await client.get(f'/api/tasks/{task_id}')
+        reorder_response = await client.post(
+            f'/api/tasks/{task_id}/subtasks/reorder',
+            json={'items': [{'id': subtask_id, 'order_index': 0}]},
+        )
+
+    assert create_response.status_code == 201
+    assert subtask_create.status_code == 201
+    assert subtask_update.status_code == 200
+    assert detail_response.status_code == 200
+    assert reorder_response.status_code == 200
+    detail_payload = detail_response.json()
+    assert detail_payload['source'] == 'today_status'
+    assert detail_payload['quadrant'] == 'urgent-important'
+    assert detail_payload['subtasks'][0]['title'] == 'Model backend'
+    assert detail_payload['subtasks'][0]['status'] == 'done'
+    assert any(entry['action'] == 'subtask_created' for entry in detail_payload['history'])
+
+
+@pytest.mark.asyncio
+async def test_task_dispatch_updates_summary_and_detail(schedule_env):
+    transport = ASGITransport(app=schedule_env)
+    async with AsyncClient(transport=transport, base_url='http://testserver') as client:
+        create_response = await client.post(
+            '/api/tasks',
+            json={'title': 'Dispatch me', 'priority': 'urgent', 'due_date': '2026-04-10T09:00:00Z'},
+        )
+        task_id = create_response.json()['id']
+        dispatch_response = await client.post(
+            f'/api/tasks/{task_id}/dispatch',
+            json={'assignee_type': 'commander', 'note': 'Send to runtime'},
+        )
+        detail_response = await client.get(f'/api/tasks/{task_id}')
+
+    assert dispatch_response.status_code == 200
+    dispatch_payload = dispatch_response.json()
+    assert dispatch_payload['status'] == 'queued'
+    assert dispatch_payload['run_id']
+    detail_payload = detail_response.json()
+    assert detail_payload['dispatch_status'] == 'queued'
+    assert detail_payload['dispatch_summary']['status'] == 'queued'
+    assert any(entry['action'] == 'dispatched_to_commander' for entry in detail_payload['history'])
+
+
+@pytest.mark.asyncio
+async def test_schedule_center_created_task_is_visible_in_today_status_aggregate(schedule_env):
+    transport = ASGITransport(app=schedule_env)
+    async with AsyncClient(transport=transport, base_url='http://testserver') as client:
+        create_response = await client.post(
+            '/api/tasks',
+            json={
+                'title': 'Schedule Center created task',
+                'source': 'schedule_center',
+                'priority': 'medium',
+                'quadrant': 'not-urgent-important',
+                'due_date': '2026-04-10T09:00:00Z',
+            },
+        )
+        date_response = await client.get('/api/schedule-center/date', params={'date_str': '2026-04-10'})
+
+    assert create_response.status_code == 201
+    titles = [item['title'] for item in date_response.json()['tasks']]
+    assert 'Schedule Center created task' in titles
+    focus_titles = [item['title'] for item in date_response.json()['focus_tasks']]
+    assert 'Schedule Center created task' in focus_titles
+
+
+@pytest.mark.asyncio
+async def test_today_status_created_task_is_visible_in_schedule_center_aggregate(schedule_env):
+    transport = ASGITransport(app=schedule_env)
+    async with AsyncClient(transport=transport, base_url='http://testserver') as client:
+        create_response = await client.post(
+            '/api/tasks',
+            json={
+                'title': 'Today Status created task',
+                'source': 'today_status',
+                'priority': 'high',
+                'quadrant': 'urgent-important',
+                'due_date': '2026-04-10T11:00:00Z',
+            },
+        )
+        date_response = await client.get('/api/schedule-center/date', params={'date_str': '2026-04-10'})
+
+    assert create_response.status_code == 201
+    quadrant_titles = [
+        task['title']
+        for quadrant in date_response.json()['quadrants']
+        for task in quadrant['tasks']
+    ]
+    assert 'Today Status created task' in quadrant_titles
+
+
 @pytest.mark.asyncio
 async def test_get_schedule_center_month_returns_day_summaries(schedule_env):
     transport = ASGITransport(app=schedule_env)
@@ -239,6 +403,65 @@ async def test_get_schedule_center_month_returns_day_summaries(schedule_env):
     assert day_11['high_priority_total'] == 1
 
 
+@pytest.mark.asyncio
+async def test_schedule_center_tolerates_legacy_lowercase_task_enum_values(schedule_env):
+    app = schedule_env
+    session_override = app.dependency_overrides[get_db]
+
+    async for session in session_override():
+        user_id = (
+            await session.execute(
+                text("SELECT id FROM users WHERE email = 'schedule@example.com'")
+            )
+        ).scalar_one()
+        await session.execute(
+            text(
+                """
+                INSERT INTO tasks (
+                    id, created_at, updated_at, user_id, title, description,
+                    status, priority, due_date, completed_at, tags, source,
+                    conversation_id, quadrant, assignee_type, assignee_id,
+                    dispatch_status, dispatch_run_id, result_summary, started_at, last_synced_at
+                ) VALUES (
+                    :id, :created_at, :updated_at, :user_id, :title, NULL,
+                    :status, :priority, :due_date, NULL, NULL, :source,
+                    NULL, :quadrant, :assignee_type, :assignee_id,
+                    :dispatch_status, NULL, NULL, NULL, NULL
+                )
+                """
+            ),
+            {
+                'id': 'legacy-task-1',
+                'created_at': '2026-04-10 06:00:00',
+                'updated_at': '2026-04-10 06:00:00',
+                'user_id': user_id,
+                'title': 'Legacy lowercase enum task',
+                'status': 'todo',
+                'priority': 'high',
+                'due_date': '2026-04-10 09:00:00',
+                'source': 'manual',
+                'quadrant': 'urgent-important',
+                'assignee_type': 'commander',
+                'assignee_id': 'legacy-master',
+                'dispatch_status': 'queued',
+            },
+        )
+        await session.commit()
+        break
+
+    transport = ASGITransport(app=app)
+    async with AsyncClient(transport=transport, base_url='http://testserver') as client:
+        date_response = await client.get('/api/schedule-center/date', params={'date_str': '2026-04-10'})
+        month_response = await client.get('/api/schedule-center/month', params={'year': 2026, 'month': 4})
+
+    assert date_response.status_code == 200
+    assert month_response.status_code == 200
+    date_payload = date_response.json()
+    month_payload = month_response.json()
+    assert 'Legacy lowercase enum task' in [item['title'] for item in date_payload['tasks']]
+    assert next(item for item in month_payload['days'] if item['date'] == '2026-04-10')['task_due_total'] == 2
+
+
 @pytest.mark.asyncio
 async def test_create_reminder_with_naive_datetime_and_time_zone_appears_in_schedule_center(schedule_env):
     transport = ASGITransport(app=schedule_env)

backend/tests/backend/app/test_task_router.py

@@ -0,0 +1,221 @@
+import asyncio
+import sys
+from datetime import UTC, date, datetime
+from unittest.mock import Mock
+
+import pytest
+from fastapi import FastAPI
+from httpx import ASGITransport, AsyncClient
+from sqlalchemy.ext.asyncio import async_sessionmaker, create_async_engine
+
+sys.modules.setdefault('psutil', Mock())
+
+import app.models  # noqa: F401
+from app.database import Base, get_db
+from app.models.user import User
+from app.routers.auth import get_current_user
+from app.routers.schedule_center import router as schedule_center_router
+from app.routers.task import router as task_router
+from app.services.auth_service import get_password_hash
+
+
+@pytest.fixture
+async def task_env(tmp_path):
+    db_path = tmp_path / 'test_task_router.db'
+    engine = create_async_engine(f"sqlite+aiosqlite:///{db_path}", future=True)
+    session_factory = async_sessionmaker(engine, expire_on_commit=False)
+
+    async with engine.begin() as conn:
+        await conn.run_sync(Base.metadata.create_all)
+
+    async with session_factory() as session:
+        user = User(
+            username='task_user',
+            email='task@example.com',
+            hashed_password=get_password_hash('secret123'),
+            full_name='Task Tester',
+        )
+        session.add(user)
+        await session.commit()
+        await session.refresh(user)
+
+    async def override_get_db():
+        async with session_factory() as session:
+            yield session
+
+    async def override_get_current_user():
+        return user
+
+    test_app = FastAPI()
+    test_app.include_router(task_router)
+    test_app.include_router(schedule_center_router)
+    test_app.dependency_overrides[get_db] = override_get_db
+    test_app.dependency_overrides[get_current_user] = override_get_current_user
+
+    try:
+        yield test_app
+    finally:
+        await engine.dispose()
+
+
+@pytest.mark.asyncio
+async def test_create_task_and_get_detail_with_business_fields(task_env):
+    transport = ASGITransport(app=task_env)
+    async with AsyncClient(transport=transport, base_url='http://testserver') as client:
+        create_response = await client.post(
+            '/api/tasks',
+            json={
+                'title': 'Prepare daily status',
+                'description': 'Assemble the updated today status payload',
+                'priority': 'high',
+                'due_date': '2026-04-10T09:00:00Z',
+                'tags': ['today-status', 'chat'],
+                'source': 'chat',
+                'conversation_id': 'conv-123',
+                'quadrant': 'urgent-important',
+                'assignee_type': 'commander',
+                'assignee_id': 'code_commander',
+            },
+        )
+
+        assert create_response.status_code == 201
+        created = create_response.json()
+        detail_response = await client.get(f"/api/tasks/{created['id']}")
+
+    assert detail_response.status_code == 200
+    payload = detail_response.json()
+    assert payload['title'] == 'Prepare daily status'
+    assert payload['tags'] == ['today-status', 'chat']
+    assert payload['source'] == 'chat'
+    assert payload['conversation_id'] == 'conv-123'
+    assert payload['quadrant'] == 'urgent-important'
+    assert payload['assignee_type'] == 'commander'
+    assert payload['assignee_id'] == 'code_commander'
+    assert payload['dispatch']['status'] == 'idle'
+    assert [item['action'] for item in payload['history'][:2]] == ['created_from_chat', 'created']
+
+
+@pytest.mark.asyncio
+async def test_subtask_crud_and_reorder(task_env):
+    transport = ASGITransport(app=task_env)
+    async with AsyncClient(transport=transport, base_url='http://testserver') as client:
+        task_response = await client.post(
+            '/api/tasks',
+            json={
+                'title': 'Implement kanban detail',
+                'due_date': '2026-04-10T11:00:00Z',
+                'quadrant': 'not-urgent-important',
+            },
+        )
+        task_id = task_response.json()['id']
+
+        first_subtask = await client.post(
+            f'/api/tasks/{task_id}/subtasks',
+            json={'title': 'Load task detail', 'assignee_type': 'agent', 'assignee_id': 'planner'},
+        )
+        second_subtask = await client.post(
+            f'/api/tasks/{task_id}/subtasks',
+            json={'title': 'Persist task edits', 'assignee_type': 'agent', 'assignee_id': 'executor'},
+        )
+        first_id = first_subtask.json()['subtasks'][0]['id']
+        second_id = second_subtask.json()['subtasks'][1]['id']
+
+        update_response = await client.patch(
+            f'/api/tasks/{task_id}/subtasks/{first_id}',
+            json={'status': 'done'},
+        )
+        reorder_response = await client.post(
+            f'/api/tasks/{task_id}/subtasks/reorder',
+            json={'items': [{'id': first_id, 'order_index': 1}, {'id': second_id, 'order_index': 0}]},
+        )
+
+    assert update_response.status_code == 200
+    assert reorder_response.status_code == 200
+    reordered = reorder_response.json()
+    assert [item['id'] for item in reordered['subtasks']] == [second_id, first_id]
+    assert reordered['subtasks'][1]['status'] == 'done'
+    assert any(item['action'] == 'subtask_reordered' for item in reordered['history'])
+
+
+@pytest.mark.asyncio
+async def test_create_today_status_task_persists_status_and_subtasks(task_env):
+    transport = ASGITransport(app=task_env)
+    async with AsyncClient(transport=transport, base_url='http://testserver') as client:
+        create_response = await client.post(
+            '/api/tasks',
+            json={
+                'title': '今日看板任务',
+                'description': '来自今日状态看板',
+                'status': 'in_progress',
+                'priority': 'high',
+                'source': 'today_status',
+                'quadrant': 'urgent-important',
+                'subtasks': [
+                    {'title': '子任务一', 'status': 'todo'},
+                    {'title': '子任务二', 'status': 'done'},
+                ],
+            },
+        )
+        assert create_response.status_code == 201
+        payload = create_response.json()
+
+        detail_response = await client.get(f"/api/tasks/{payload['id']}")
+
+    assert detail_response.status_code == 200
+    detail_payload = detail_response.json()
+    assert detail_payload['status'] == 'in_progress'
+    assert detail_payload['source'] == 'today_status'
+    assert detail_payload['quadrant'] == 'urgent-important'
+    assert [item['title'] for item in detail_payload['subtasks']] == ['子任务一', '子任务二']
+    assert detail_payload['subtasks'][0]['order_index'] == 0
+    assert detail_payload['subtasks'][1]['order_index'] == 1
+    assert detail_payload['subtasks'][1]['status'] == 'done'
+    assert detail_payload['subtasks'][1]['completed_at'] is not None
+
+
+@pytest.mark.asyncio
+async def test_dispatch_updates_task_and_schedule_center_summary(task_env):
+    transport = ASGITransport(app=task_env)
+    async with AsyncClient(transport=transport, base_url='http://testserver') as client:
+        task_response = await client.post(
+            '/api/tasks',
+            json={
+                'title': 'Dispatch to commander',
+                'priority': 'urgent',
+                'due_date': '2026-04-10T15:00:00Z',
+                'quadrant': 'urgent-important',
+            },
+        )
+        task_id = task_response.json()['id']
+
+        dispatch_response = await client.post(
+            f'/api/tasks/{task_id}/dispatch',
+            json={'target': 'commander'},
+        )
+        assert dispatch_response.status_code == 200
+        assert dispatch_response.json()['task']['dispatch']['status'] == 'queued'
+
+        await asyncio.sleep(0.18)
+
+        detail_response = await client.get(f'/api/tasks/{task_id}')
+        date_response = await client.get('/api/schedule-center/date', params={'date_str': '2026-04-10'})
+
+    assert detail_response.status_code == 200
+    detail = detail_response.json()
+    assert detail['dispatch']['status'] == 'completed'
+    assert detail['status'] == 'done'
+    assert detail['dispatch']['run_id']
+    assert detail['dispatch']['result_summary']
+
+    assert date_response.status_code == 200
+    payload = date_response.json()
+    assert payload['commander_summary'] == {
+        'total': 1,
+        'queued': 0,
+        'running': 0,
+        'completed': 1,
+        'failed': 0,
+    }
+    assert payload['focus_tasks'][0]['id'] == task_id
+    quadrants = {item['id']: item for item in payload['quadrants']}
+    assert quadrants['urgent-important']['tasks'][0]['id'] == task_id

development-doc/plan/hermes-update/README.md

@@ -0,0 +1,160 @@
+# Hermes-first 重构计划索引
+
+本目录用于沉淀 Jarvis 从“自研 agent 主流程 + Hermes 可选 adapter”转向 **Hermes-first 架构** 的分阶段计划。
+
+目标不是把 Jarvis 砍掉重写，而是把架构中心调整为：
+
+- **Hermes**：默认 execution core
+- **Jarvis**：product shell，负责 chat UI、conversation/message 持久化、memory/knowledge/task、continuity、observability、rollback
+
+---
+
+## 当前目标
+
+1. 不再把 Hermes 只看作可选 runtime，而是作为默认核心方向。
+2. 保留 Jarvis 的产品价值，不把业务层能力粗暴塞进 Hermes 黑盒。
+3. 保证 chat 仍是连续会话体验，不接受每轮冷启动。
+4. 保持现有 `/api/conversations/chat/stream` 与 SSE 契约稳定。
+5. 保留迁移期 fallback / 回滚能力，不做不可逆替换。
+
+---
+
+## 文档说明
+
+| 文件 | 说明 |
+|------|------|
+| `README.md` | 总览、阶段关系、总体原则 |
+| `adr-hermes-first-architecture.md` | Hermes-first 的架构决策记录 |
+| `phase-h0-ownership-and-adr.md` | ownership matrix、边界与成功标准 |
+| `phase-h1-agent-service-inversion.md` | `AgentService` 从 runtime 本体转为产品层编排 |
+| `phase-h2-continuity-envelope.md` | `Conversation.agent_state` 的 runtime-neutral envelope |
+| `phase-h3-durable-session-lifecycle.md` | Hermes durable session lifecycle |
+| `phase-h4-product-shell-assembly.md` | Jarvis product shell 的 pre-runtime assembly |
+| `phase-h5-event-mapper-and-sse-contract.md` | Hermes event -> Jarvis SSE mapper |
+| `phase-h6-frontend-hermes-first-session-model.md` | 前端从 runtime toggle 过渡到 Hermes-first session model |
+| `phase-h7-default-rollout-and-fallback.md` | 默认切换、灰度、fallback 与回滚 |
+| `checklist.md` | 分阶段执行清单 |
+
+---
+
+## 推荐阅读顺序
+
+1. `adr-hermes-first-architecture.md`
+2. `phase-h0-ownership-and-adr.md`
+3. `phase-h1-agent-service-inversion.md`
+4. `phase-h2-continuity-envelope.md`
+5. `phase-h3-durable-session-lifecycle.md`
+6. `phase-h4-product-shell-assembly.md`
+7. `phase-h5-event-mapper-and-sse-contract.md`
+8. `phase-h6-frontend-hermes-first-session-model.md`
+9. `phase-h7-default-rollout-and-fallback.md`
+10. `checklist.md`
+
+---
+
+## 当前总体状态（2026-04-10）
+
+| Phase | 状态 | 说明 |
+|------|------|------|
+| H0 | 进行中 | 已明确从 adapter-first 转向 Hermes-first，需要先补完整文档 |
+| H1 | 待开始 | `AgentService` 仍过于集中，Jarvis runtime 尚未完全 adapter 化 |
+| H2 | 待开始 | `Conversation.agent_state` 尚未统一成 runtime-neutral envelope |
+| H3 | 待开始 | `HermesSessionManager` 仍偏进程内原型 |
+| H4 | 待开始 | Jarvis 的 memory/skills/task graph 仍需固化为 product shell 装配层 |
+| H5 | 待开始 | SSE 兼容已初步存在，但缺少稳定事件映射边界 |
+| H6 | 待开始 | 前端仍把 runtime 视作用户可切换字符串，而非 session model |
+| H7 | 待开始 | 还没有服务端默认 runtime policy / rollout / fallback 策略 |
+
+---
+
+## 总体实施原则
+
+1. **先文档后开发**：先写清楚阶段文档，再按文档开发。
+2. **Hermes 做核心，Jarvis 做产品**：不让 Jarvis 继续承担主 runtime 本体。
+3. **连续对话优先**：必须支持 warm session / resumed session，而不是每轮冷启动。
+4. **契约稳定优先**：前端继续消费稳定 SSE，不直接理解 Hermes 内部事件。
+5. **渐进切换优先**：迁移期间保留 fallback 和回滚，不做一次性替换。
+6. **复用优先**：memory、skill shortlist、task graph、conversation persistence 尽量保留为 Jarvis 产品层能力。
+
+---
+
+## Ownership Matrix（摘要）
+
+### Hermes Core
+- session lifecycle
+- runtime resume / recovery
+- turn execution loop
+- chunk streaming
+- runtime-internal tool loop
+
+### Jarvis Product Shell
+- conversation/message persistence
+- memory context assembly
+- skill shortlist
+- task graph
+- product continuity
+- SSE contract
+- runtime observability
+- rollout / fallback policy
+
+### Shared Contracts
+- runtime prepared context
+- runtime event model
+- continuity envelope
+- health / metrics metadata
+
+---
+
+## 阶段依赖图
+
+```text
+H0 -> H1 -> H2 -> H3 -> H4 -> H5 -> H6 -> H7
+```
+
+说明：
+- 没有 H1，就无法真正把 Jarvis 从 runtime 本体降级为产品层。
+- 没有 H2/H3，就无法让 Hermes-first 具备可靠 continuity。
+- 没有 H5/H6，前端会被 Hermes 内部细节污染。
+- 没有 H7，就无法安全默认切换。
+
+---
+
+## 关键风险
+
+1. 把 Hermes session id 错当成完整 continuity。
+2. 让前端直接依赖 Hermes-native event 细节。
+3. `AgentService` 持续膨胀成新的耦合中心。
+4. runtime toggle 长期暴露为普通用户负担。
+5. 只靠进程内 session manager，缺少 durable 恢复。
+6. 没有 rollback policy 就直接默认切换。
+
+---
+
+## 当前代码锚点
+
+### Backend
+- `backend/app/services/agent_service.py`
+- `backend/app/services/agent_runtime/base.py`
+- `backend/app/services/agent_runtime/hermes_runtime.py`
+- `backend/app/services/agent_runtime/hermes_session_manager.py`
+- `backend/app/models/conversation.py`
+- `backend/app/schemas/conversation.py`
+- `backend/app/routers/conversation.py`
+
+### Frontend
+- `frontend/src/api/conversation.ts`
+- `frontend/src/pages/chat/composables/useChatView.ts`
+- `frontend/src/pages/chat/index.vue`
+- `frontend/src/stores/conversation.ts`
+- `frontend/src/api/agent.ts`
+
+---
+
+## 预期阶段结论
+
+当本轮文档与实施完成后，应该达到：
+
+- Hermes 成为默认 execution core 的明确落地方向。
+- Jarvis 保留为 product shell，而不是继续扩展自研 runtime。
+- chat 继续是消息流产品，不变成终端模拟器。
+- 默认切换前拥有清晰的灰度、fallback、回滚策略。

development-doc/plan/hermes-update/adr-hermes-first-architecture.md

@@ -0,0 +1,84 @@
+# ADR：Hermes-first 架构
+
+## 状态
+
+Accepted（进入实施规划）
+
+## 背景
+
+Jarvis 当前已经具备较强的自研 agent runtime 能力，但核心执行链路仍然偏自定义、偏集中式，导致：
+
+- 执行 runtime 与产品层耦合过深
+- Hermes 虽已接入真实 bridge，但仍只是 adapter 分支
+- 长驻 session、恢复、执行循环等能力没有形成更清晰的 runtime ownership
+- 前端虽然能切 runtime，但本质仍是 Jarvis-centered UX + backend branching
+
+同时，用户明确表达：
+
+- 更偏好 Hermes 的体系化能力
+- 不希望继续扩展自研 agent 主链路
+- 希望连续对话、常驻 session、不冷启动
+- 要求先文档后开发
+
+## 决策
+
+采用 **Hermes-first architecture**：
+
+- Hermes 成为默认 execution core
+- Jarvis 保留为 product shell
+- 旧 Jarvis graph 在迁移期保留为 fallback / specialist path
+- 前端继续使用 Jarvis chat product shell，而不是直接暴露 Hermes 终端形态
+- SSE 契约保持稳定，由 Jarvis 负责做 runtime event mapping
+
+## 责任边界
+
+### Hermes 负责
+- session lifecycle
+- runtime resume / restart / health
+- execution loop
+- chunk streaming
+- runtime-internal tool orchestration
+
+### Jarvis 负责
+- conversation/message persistence
+- memory / knowledge / retrospective assembly
+- skill shortlist
+- task graph shaping
+- product continuity envelope
+- SSE contract
+- observability / metrics / attachments
+- rollout / fallback / rollback policy
+
+## 不采用的方案
+
+### 方案 A：继续保持 adapter-first
+不采用原因：
+- Hermes 长期只会是支线 runtime
+- `AgentService` 会继续膨胀
+- 无法真正把架构中心从 Jarvis runtime 本体迁走
+
+### 方案 B：直接删除 Jarvis，自上而下改成 Hermes 原生产品
+不采用原因：
+- 会丢失 Jarvis 已有的 conversation、memory、task、业务层价值
+- 缺乏迁移和回滚路径
+- 风险过高
+
+## 影响
+
+正向影响：
+- runtime 职责更清晰
+- 长驻 session 方向更明确
+- 后续维护重心从“造 runtime”转向“做产品能力”
+
+负向影响：
+- 迁移期需要同时维护 Hermes default path 与 Jarvis fallback path
+- 需要重构 `AgentService` 和 continuity state
+- 需要补 durable lifecycle 和 rollout policy
+
+## 验收标准
+
+1. Hermes 成为默认 execution core。
+2. Jarvis 仍保留 product shell 能力。
+3. 多轮对话 continuity 不依赖每轮冷启动。
+4. SSE 前端契约保持稳定。
+5. 默认切换有灰度与回滚路径。

development-doc/plan/hermes-update/checklist.md

@@ -0,0 +1,65 @@
+# Hermes-first 执行清单
+
+## H0 Ownership / ADR
+
+- [x] 新增 Hermes-first `README.md`
+- [x] 新增 ADR：Hermes-first architecture
+- [x] 明确 ownership matrix
+- [x] 明确 Jarvis product shell 与 Hermes core 的边界
+- [x] 明确成功标准与关键风险
+
+## H1 AgentService 架构倒置
+
+- [ ] 把 `AgentService` 明确拆分为 assembly / dispatch / finalization
+- [ ] 正式 adapter 化 Jarvis graph 路径
+- [ ] 引入 runtime registry / factory
+- [ ] 减少 `if runtime == ...` 的散落逻辑
+- [ ] 保持 router / SSE 契约不破坏
+
+## H2 Continuity Envelope
+
+- [ ] 设计统一 `Conversation.agent_state` envelope
+- [ ] 加入 `active_runtime`
+- [ ] 加入 `runtime_state.hermes`
+- [ ] 保留 Jarvis product continuity
+- [ ] 增加 migration/version metadata
+- [ ] 补充兼容旧状态读取策略
+
+## H3 Durable Session Lifecycle
+
+- [ ] 升级 `HermesSessionManager` 为 durable lifecycle manager
+- [ ] 支持 warm / resumed / cold 状态
+- [ ] 支持 hydrate / recreate / idle reclaim
+- [ ] 增加 health / restart / stale session 处理
+- [ ] 补充 session recovery 测试
+
+## H4 Product Shell Assembly
+
+- [ ] 固化 memory assembly
+- [ ] 固化 skill shortlist assembly
+- [ ] 固化 task graph assembly
+- [ ] 把这些能力统一收敛到 prepared context
+- [ ] 保证 Hermes 不直接吞掉产品层职责
+
+## H5 Event Mapper / SSE
+
+- [ ] 新增 Hermes event mapper 边界
+- [ ] 保持 `metadata/progress/chunk/error/done`
+- [ ] richer diagnostics 落到 observability / attachments
+- [ ] 保证前端 parser 无需重写
+
+## H6 Frontend Hermes-first Session Model
+
+- [ ] 减少 `jarvis` 默认 runtime 假设
+- [ ] 减少 Jarvis-specific runtime 文案耦合
+- [ ] 提升 session/run metadata 为一等状态
+- [ ] runtime toggle 收缩为灰度/调试能力
+- [ ] 保持 chat 仍是消息流体验
+
+## H7 Default Rollout / Fallback
+
+- [ ] 引入默认 runtime policy
+- [ ] 支持 cohort / feature flag rollout
+- [ ] 保留 Jarvis graph fallback 路径
+- [ ] 定义 rollback 条件与动作
+- [ ] 用真实对话与指标验证默认切换时机

development-doc/plan/hermes-update/phase-h-0-recon-and-poc.md

@@ -0,0 +1,112 @@
+# H-0 Hermes 现状探测与 PoC 边界
+
+## 1. 目标
+
+在不影响现有 Jarvis 主流程的前提下，确认 Hermes 是否适合作为 Jarvis chat 的可嵌入 runtime。
+
+本阶段只回答 4 个问题：
+
+1. Hermes 更适合如何接入：Python API、单次 CLI、长驻 CLI、gateway，还是其他形式？
+2. Hermes 是否支持 conversation 级别的长驻 session / resume？
+3. Hermes 是否能在后端被程序化调用，而不是只能人工交互？
+4. Hermes 的接入是否能保持 Jarvis 现有 chat 页面协议稳定？
+
+## 2. 当前已知信息
+
+### 2.1 来自 Hermes 仓库的直接结论
+
+- Hermes 主入口是 CLI：`hermes`
+- 提供 single query 模式：`-q` / `query`
+- 提供 `resume` 机制
+- 提供 gateway 模式
+- README 明确说明：原生 Windows 不受支持，建议 WSL2
+- `run_agent.py` 暴露了更直接的 Python 级 `chat(message, stream_callback=...)` 接口
+- 内部有 SQLite session store，说明其本身有 session persistence 概念
+
+### 2.2 对 Jarvis 的意义
+
+这说明 Hermes **不是只能人手操作的纯 TUI**，而是具备：
+
+- 单次 query 入口
+- session 恢复能力
+- Python 层 chat 接口
+- streaming callback 可能性
+
+因此它存在被 Jarvis 后端托管成 runtime 的现实基础。
+
+## 3. 本阶段输出
+
+### 3.1 必须验证的能力
+
+1. **安装方式**
+   - 是否能在当前环境隔离安装
+   - 是否需要迁移到 WSL2 才具备稳定运行条件
+
+2. **非交互调用能力**
+   - 是否能用 CLI 单次 query 跑通
+   - 是否能用 Python 直接调用 `run_agent.py` 的 chat 接口
+
+3. **session 能力**
+   - 是否能创建、恢复、复用 session
+   - 是否适合绑定 `conversation_id`
+
+4. **输出接法**
+   - 是否能通过 callback / stdout 获取稳定文本流
+   - 是否可被映射成 Jarvis 现有 SSE 事件
+
+### 3.2 不在本阶段做的事
+
+- 不改现有 Jarvis 默认运行链路
+- 不重写前端 chat 页面
+- 不直接删除或停用 LangGraph 主流程
+- 不引入一次性大迁移
+
+## 4. 推荐 PoC 边界
+
+### 4.1 推荐优先级
+
+1. **优先验证 Python chat 接口**
+   - 理由：比解析 TUI 更稳
+   - 若可行，首版桥接应优先走这个路径
+
+2. **其次验证 CLI 单次 query + resume**
+   - 作为备选方案
+   - 若 Python 接口不可控，可退而求其次
+
+3. **最后才考虑 TUI/PTY 桥接**
+   - 成本高
+   - 不适合作为 Jarvis chat 的第一接法
+
+### 4.2 PoC 成功标准
+
+- 能在隔离环境中启动 Hermes
+- 能程序化发送一条消息并得到结果
+- 能确认 session 可复用或可 resume
+- 能形成一个后端 runtime adapter 可实现的最小桥接思路
+
+## 5. 可能结论及后续影响
+
+### 结论 A：Python chat 接口稳定
+- 最优方案
+- H-1/H-2 直接围绕 Python adapter + session manager 展开
+
+### 结论 B：CLI `-q` + `resume` 稳定
+- 可接受
+- H-2 要更强调 session 句柄与进程生命周期管理
+
+### 结论 C：只能稳定跑 TUI
+- 风险显著升高
+- 需重新评估是否值得继续集成
+
+### 结论 D：当前环境无法稳定运行
+- 可能需要 WSL2 或远程服务化托管
+- 再决定是否继续推进
+
+## 6. 验证清单
+
+- [ ] 拉取 Hermes 仓库到隔离目录
+- [ ] 明确 install 依赖与 Python 版本要求
+- [ ] 确认单次 query 调用方式
+- [ ] 确认 Python chat 接口是否可用
+- [ ] 确认 session / resume 的可编程性
+- [ ] 记录接入建议结论，作为 H-1 输入

development-doc/plan/hermes-update/phase-h-1-runtime-boundary.md

@@ -0,0 +1,90 @@
+# H-1 Runtime Adapter 边界
+
+## 1. 目标
+
+在不改变现有 Jarvis 默认行为的前提下，先把 chat 主流程改造成**可切换 runtime** 的结构。
+
+核心思想：
+- router 不变
+- SSE 契约尽量不变
+- `AgentService` 内新增 runtime 分发边界
+- Jarvis 先被包装成默认 runtime
+- Hermes 作为显式实验 runtime 并存
+
+## 2. 当前主链路
+
+当前 chat 路径：
+
+```text
+frontend/useChatView.ts
+  -> frontend/api/conversation.ts
+  -> POST /api/conversations/chat/stream
+  -> backend/app/routers/conversation.py
+  -> backend/app/services/agent_service.py
+  -> backend/app/agents/graph.py
+```
+
+问题在于：
+- `AgentService` 直接耦合 Jarvis 图运行时
+- 没有 runtime selector
+- Hermes 无法以低风险方式并入
+
+## 3. 本阶段目标结构
+
+```text
+conversation router
+  -> AgentService
+      -> resolve runtime
+      -> JarvisRuntimeAdapter | HermesRuntimeAdapter
+```
+
+### 3.1 关键要求
+
+1. Jarvis 仍为默认 runtime
+2. 不改现有 URL 和 SSE event name
+3. 前端只需要传一个可选 `runtime` 字段
+4. backend 可以继续把 Hermes 视为“可插拔执行器”
+
+## 4. 数据契约
+
+建议在 chat request 中增加：
+
+- `runtime: "jarvis" | "hermes" | null`
+
+规则：
+- `null` / 未传：默认 `jarvis`
+- `jarvis`：保持现有行为
+- `hermes`：转入 Hermes adapter
+
+## 5. 推荐文件调整
+
+### Backend
+- `backend/app/schemas/conversation.py`
+  - 增加 runtime 字段
+- `backend/app/services/agent_service.py`
+  - 增加 runtime 解析
+  - 增加 runtime dispatch
+- 新目录：`backend/app/services/agent_runtime/`
+  - `base.py`
+  - `jarvis_runtime.py`
+  - `hermes_runtime.py`
+
+### Frontend
+- `frontend/src/api/conversation.ts`
+  - 请求体增加 runtime
+- `frontend/src/pages/chat/composables/useChatView.ts`
+  - 增加 selectedRuntime 状态
+
+## 6. 约束
+
+- 本阶段不要求 Hermes 已经完整可运行
+- 允许先落 Hermes adapter 骨架
+- 但不允许破坏 Jarvis 现有路径
+
+## 7. 完成标准
+
+- [ ] `runtime` 字段进入 request schema
+- [ ] backend 已有 runtime dispatch 入口
+- [ ] Jarvis 仍能正常完成原有 chat / chat_stream
+- [ ] Hermes 可以作为占位 runtime 被请求到
+- [ ] SSE 事件协议未被破坏

development-doc/plan/hermes-update/phase-h-2-long-lived-session-manager.md

@@ -0,0 +1,107 @@
+# H-2 长驻 Hermes Session Manager
+
+## 1. 目标
+
+让 Hermes 以 conversation 级别的长驻 session 运行，而不是每条消息都重新冷启动。
+
+这是本次接入最关键的用户体验目标：
+- 连续上下文
+- 无缝多轮对话
+- 降低重复初始化耗时
+- 避免“每次都像重新开机”
+
+## 2. 会话归属原则
+
+Hermes session 以 `conversation_id` 作为主键绑定。
+
+原因：
+1. Jarvis 现有 chat 的持久化中心本来就是 conversation
+2. 前后端现有逻辑都已围绕 conversation 组织
+3. conversation 是最自然的“连续对话上下文容器”
+
+必要时可组合：
+- `user_id + conversation_id`
+
+## 3. 会话管理职责
+
+建议新增 `HermesSessionManager`，负责：
+
+1. 根据 conversation 获取或创建 Hermes session
+2. 保存内存态句柄
+3. 记录 last_used 时间
+4. 做每会话锁，防止并发 turn 污染
+5. 做 idle timeout 回收
+6. 在异常时受控重建 session
+
+## 4. 与持久化层的关系
+
+### 4.1 内存态
+内存里保存：
+- session handle
+- lock
+- last_used
+- health status
+- restart count
+
+### 4.2 数据库存储
+建议把 Hermes runtime 元数据落入 `Conversation.agent_state`，但不要覆盖现有 Jarvis continuity。
+
+建议结构：
+
+```json
+{
+  "runtime": "jarvis | hermes",
+  "runtime_state": {
+    "jarvis": { ... },
+    "hermes": {
+      "session_id": "...",
+      "last_used_at": "...",
+      "restart_count": 0,
+      "status": "healthy"
+    }
+  }
+}
+```
+
+这样支持：
+- 并存
+- 切换
+- 回滚
+- 不破坏旧 continuity 数据
+
+## 5. 生命周期建议
+
+```text
+用户发起消息
+  -> 根据 conversation 找 session
+  -> 有则复用
+  -> 无则创建
+  -> 执行消息
+  -> 更新 last_used / 状态
+  -> 空闲超时后回收
+```
+
+### 5.1 回收策略
+- conversation 长时间无活动后可回收
+- 但回收前要把必要 runtime 元数据保存到 `agent_state`
+
+### 5.2 异常策略
+- 首次异常：尝试一次受控重建
+- 重建失败：返回 clean error
+- 不能因此破坏 Jarvis 默认路径
+
+## 6. 关键设计约束
+
+1. 一个 conversation 同一时刻只能有一个进行中的 Hermes turn
+2. 不允许两个并发消息写进同一个 Hermes session
+3. session manager 不能成为 Jarvis 主流程的单点故障
+4. Hermes 失败时，不能污染 conversation 的历史结构
+
+## 7. 完成标准
+
+- [ ] `conversation_id` 能稳定映射到 Hermes session
+- [ ] session 可复用，不是每轮冷启动
+- [ ] 有 per-conversation lock
+- [ ] 有 idle timeout / cleanup 机制
+- [ ] 有 crash / recreate 基础机制
+- [ ] metadata 可写入 `Conversation.agent_state`

development-doc/plan/hermes-update/phase-h-3-adapter-and-context-reuse.md

@@ -0,0 +1,102 @@
+# H-3 Hermes Adapter 与上下文复用
+
+## 1. 目标
+
+Hermes 只作为新的执行 runtime 接进来，不重新发明一套 Jarvis memory / context / chat protocol。
+
+也就是说：
+- Jarvis 已有的上下文构建能力继续复用
+- Hermes 输出被适配为现有 chat 消息流
+- 前端尽量不理解 Hermes 内部细节
+
+## 2. 可复用能力
+
+### 2.1 Memory
+- `backend/app/services/memory_service.py`
+
+继续复用：
+- conversation summary
+- recalled memory
+- user memory
+- knowledge brain 注入
+
+### 2.2 Skill shortlist
+- `backend/app/agents/skills/retriever.py`
+
+继续复用：
+- request 相关 skill shortlist
+
+### 2.3 Task graph
+- `backend/app/agents/orchestration/task_graph.py`
+
+继续复用：
+- bounded task graph
+- parallel worthiness 等前置分析
+
+## 3. 推荐数据流
+
+```text
+AgentService
+  -> 读取 conversation / message / files
+  -> 构建 memory context
+  -> 构建 skill shortlist
+  -> 构建 task graph / runtime request context
+  -> 根据 runtime 分发
+      -> JarvisRuntimeAdapter
+      -> HermesRuntimeAdapter
+```
+
+这样 Hermes 看到的是**已整理好的 runtime context**，而不是被迫直接复用 Jarvis 图内部状态机。
+
+## 4. SSE 契约保持不变
+
+继续沿用现有事件：
+- `metadata`
+- `progress`
+- `chunk`
+- `error`
+- `done`
+
+### 4.1 原因
+
+前端现有：
+- `conversationApi.chatStream()` 已解析这套事件
+- `useChatView.ts` 已依赖这套事件更新 thinking state / orchestration panel
+
+如果这里大改，会让前端接入成本飙升。
+
+### 4.2 Hermes event mapping
+
+Hermes 内部即使没有完全等价事件，也应该适配成：
+- 初始化 / session 准备 -> `progress`
+- 实际文本输出 -> `chunk`
+- 错误 -> `error`
+- 完成 -> `done`
+
+缺字段可以降级，但 event 名称不要改。
+
+## 5. 持久化与可观测性
+
+继续沿用：
+- `Message` 表保存 user / assistant 内容
+- `Conversation.agent_state` 保存 runtime continuity 元数据
+- `attachments` 可用于记录 Hermes 运行附加信息
+
+建议：
+- 把 Hermes 观测信息放在 runtime-tagged attachment 中
+- 不把探测日志直接渲染进用户可见消息正文
+
+## 6. 边界约束
+
+1. Hermes continuity 与 Jarvis continuity 分开存
+2. 不要让 Hermes adapter 直接改写现有 Jarvis graph 状态格式
+3. 前端不直接显示“终端字节流”
+4. Hermes 适配失败时，必须 clean fail
+
+## 7. 完成标准
+
+- [ ] 现有 memory pipeline 可被 Hermes 复用
+- [ ] 现有 skill shortlist / task graph 可被 Hermes 复用
+- [ ] Hermes 输出成功映射到既有 SSE 契约
+- [ ] assistant message 按现有结构持久化
+- [ ] Hermes continuity 数据不覆盖 Jarvis continuity 数据

development-doc/plan/hermes-update/phase-h-4-frontend-toggle-and-evaluation.md

@@ -0,0 +1,85 @@
+# H-4 前端切换与并行评估
+
+## 1. 目标
+
+让 chat 页面在尽量不改变现有体验的前提下，支持切换 `jarvis | hermes`，并进入受控评估期。
+
+重点不是做新 UI，而是：
+- 能切换 runtime
+- 能继续对话
+- 能收集真实效果
+- 不影响现有默认使用路径
+
+## 2. 前端最小改动原则
+
+### 2.1 继续复用现有页面
+主要锚点：
+- `frontend/src/pages/chat/composables/useChatView.ts`
+- `frontend/src/api/conversation.ts`
+- `frontend/src/pages/chat/index.vue`
+
+### 2.2 最小改动内容
+
+1. 增加 `selectedRuntime`
+2. 在发送消息时把 runtime 放入 request body
+3. 页面可加一个轻量 toggle / selector
+4. 不改变现有消息渲染逻辑
+5. 不把页面改造成“网页终端”
+
+## 3. 评估期策略
+
+### 3.1 默认值
+- Jarvis 仍为默认 runtime
+- Hermes 为显式选择项
+
+### 3.2 评估维度
+
+必须记录：
+- 首 token 延迟
+- 完整回复耗时
+- 第二轮/第三轮连续对话体验
+- session 是否稳定复用
+- 工具调用效果
+- memory 是否有效承接
+- 异常率 / 重启率
+- 开发维护复杂度
+
+### 3.3 用户体验标准
+
+如果 Hermes 要成为默认 runtime，至少应满足：
+1. 不比 Jarvis 更割裂
+2. 不出现频繁 session 丢失
+3. 前端不需要额外理解复杂运行细节
+4. 整体体验更像连续助手而不是一次性问答器
+
+## 4. 验收建议
+
+### Frontend
+- [ ] Jarvis 默认聊天体验不变
+- [ ] 可切换到 Hermes 并成功发消息
+- [ ] 历史会话读取不崩
+- [ ] orchestration panel 不因 Hermes 字段较少而崩溃
+
+### Backend
+- [ ] Hermes 路径不影响 Jarvis 默认路径
+- [ ] SSE 解析不需要重写
+- [ ] conversation/message 结构保持兼容
+
+### Product
+- [ ] 可以真实比较两个 runtime
+- [ ] 结论可支持“继续替换”或“放弃替换”
+
+## 5. 阶段结论输出
+
+本阶段结束后，应明确给出以下结论之一：
+
+### 结论 A：Hermes 明显更优
+- 新开一轮“默认切换 / 逐步替换”规划
+
+### 结论 B：Hermes 可保留为实验 runtime
+- 不切默认
+- 继续特定场景使用
+
+### 结论 C：Hermes 不适合当前 Jarvis
+- 中止替换计划
+- 保留本轮探索结论供后续参考

development-doc/plan/hermes-update/phase-h0-ownership-and-adr.md

@@ -0,0 +1,87 @@
+# H0 Ownership Matrix 与架构决策
+
+## 1. 目标
+
+先把 Hermes-first 的 ownership matrix、边界和成功标准写清楚，防止后续开发过程中又回到“先写 adapter，最后发现架构中心没变”。
+
+## 2. 核心判断
+
+这轮改造的目标不是：
+
+- 给 Jarvis 再挂一个更强的 runtime adapter
+
+而是：
+
+- 让 Hermes 成为默认 execution core
+- 让 Jarvis 退回 product shell
+
+## 3. Ownership Matrix
+
+### 3.1 Hermes Core
+
+Hermes 应负责：
+
+1. session lifecycle
+2. runtime resume / recovery
+3. execution loop
+4. chunk streaming
+5. runtime-internal tool orchestration
+6. runtime health / restart metadata
+
+### 3.2 Jarvis Product Shell
+
+Jarvis 应负责：
+
+1. conversation / message 持久化
+2. user / auth / permission 边界
+3. memory context assembly
+4. retrospective / knowledge 注入
+5. skill shortlist
+6. task graph / parallel worthiness 分析
+7. product continuity
+8. SSE contract
+9. observability / attachments / metrics
+10. rollout / fallback / rollback policy
+
+### 3.3 Shared Contracts
+
+需要显式建模的共享边界：
+
+1. runtime prepared context
+2. runtime event model
+3. continuity envelope
+4. session health metadata
+5. rollout policy metadata
+
+## 4. 关键边界原则
+
+1. 不把 Hermes session id 直接当成完整 continuity。
+2. 不让前端直接依赖 Hermes-native event。
+3. 不把 memory / skill / task graph 直接挪进 Hermes 黑盒。
+4. 不让 `AgentService` 继续充当 runtime 本体。
+5. 不把 runtime 选择长期暴露为普通用户负担。
+
+## 5. 目标文件锚点
+
+### Backend
+- `backend/app/services/agent_service.py`
+- `backend/app/services/agent_runtime/base.py`
+- `backend/app/services/agent_runtime/hermes_runtime.py`
+- `backend/app/services/agent_runtime/hermes_session_manager.py`
+- `backend/app/models/conversation.py`
+
+### Frontend
+- `frontend/src/api/conversation.ts`
+- `frontend/src/pages/chat/composables/useChatView.ts`
+- `frontend/src/stores/conversation.ts`
+
+## 6. 成功标准
+
+- [ ] Hermes-first 的 ownership matrix 被写清楚
+- [ ] 保留 Jarvis product shell 的范围被写清楚
+- [ ] fallback / rollback 必须存在这一点被写清楚
+- [ ] 后续 phase 的顺序依赖被写清楚
+
+## 7. 本阶段结论
+
+只有先把 ownership 定义清楚，后面 H1-H7 才不会演变成“代码改了很多，但架构中心没有变”。

development-doc/plan/hermes-update/phase-h1-agent-service-inversion.md

@@ -0,0 +1,82 @@
+# H1 AgentService 架构倒置
+
+## 1. 目标
+
+把 `AgentService` 从“Jarvis runtime 本体”重构成“Jarvis 产品层编排器”。
+
+也就是说，`AgentService` 只做三件事：
+
+1. request assembly
+2. runtime dispatch
+3. finalization
+
+## 2. 当前问题
+
+当前 `backend/app/services/agent_service.py` 同时承载：
+
+- memory / retrospective / skills / task graph 装配
+- Jarvis graph 执行
+- Hermes runtime dispatch
+- SSE 流组装
+- message / agent_state / observability 持久化
+
+这导致：
+- Hermes 只能是分支，不是核心
+- Jarvis runtime 难以真正 adapter 化
+- 后续 fallback / rollout 容易继续堆在一个文件里
+
+## 3. 目标结构
+
+```text
+conversation router
+  -> AgentService
+      -> assemble runtime request
+      -> resolve runtime via registry/factory
+      -> dispatch to runtime adapter
+      -> finalize persistence and observability
+```
+
+## 4. 关键动作
+
+### 4.1 Request Assembly
+保留在 Jarvis product shell：
+- memory context
+- retrospective
+- skill shortlist
+- task graph
+- time context
+- conversation continuity load
+
+### 4.2 Runtime Dispatch
+- 建立 runtime registry / factory
+- `JarvisRuntimeAdapter` 正式承接旧 graph 路径
+- `HermesRuntimeAdapter` 成为默认目标 runtime
+- 避免 `if runtime == ...` 继续扩散
+
+### 4.3 Finalization
+- assistant message 落库
+- attachments/runtime metadata 落库
+- `Conversation.agent_state` 更新
+- runtime observability report 持久化
+
+## 5. 推荐文件变更
+
+- `backend/app/services/agent_service.py`
+- `backend/app/services/agent_runtime/base.py`
+- `backend/app/services/agent_runtime/jarvis_runtime.py`
+- `backend/app/services/agent_runtime/hermes_runtime.py`
+- 可选新增：`backend/app/services/agent_runtime/registry.py`
+
+## 6. 设计约束
+
+1. 不破坏 router / API 路径。
+2. 不改变前端 SSE 事件名。
+3. Jarvis graph 在本阶段仍保留为 fallback。
+4. 先把职责边界立住，再调整默认 runtime。
+
+## 7. 完成标准
+
+- [ ] `AgentService` 明确分为 assembly / dispatch / finalization
+- [ ] Jarvis runtime 被正式 adapter 化
+- [ ] Hermes path 不再只是散落的 if-branch
+- [ ] 为 H2/H3 continuity 与 session lifecycle 留出清晰边界

development-doc/plan/hermes-update/phase-h2-continuity-envelope.md

@@ -0,0 +1,76 @@
+# H2 Continuity Envelope
+
+## 1. 目标
+
+把 `Conversation.agent_state` 从“当前 runtime 顺手写进去的状态桶”升级成 **runtime-neutral continuity envelope**。
+
+## 2. 当前问题
+
+当前状态里：
+- Jarvis continuity 已较丰富
+- Hermes runtime metadata 仍较浅
+- 两边并没有统一的 envelope
+
+风险是：
+- Hermes session state 覆盖 Jarvis continuity
+- 回滚时状态结构混乱
+- 后端重启后难以恢复 runtime continuity
+
+## 3. 目标结构
+
+建议方向：
+
+```json
+{
+  "version": 2,
+  "active_runtime": "hermes",
+  "runtime_state": {
+    "jarvis": { "...": "fallback/runtime snapshot" },
+    "hermes": {
+      "session_id": "...",
+      "status": "warm|resumed|cold|error",
+      "last_used_at": "...",
+      "restart_count": 0,
+      "health": { "...": "..." }
+    }
+  },
+  "product_continuity": {
+    "turn_context": {},
+    "pending_action": {},
+    "task_state": {},
+    "memory_checkpoint": {}
+  },
+  "migration": {
+    "source": "jarvis-legacy",
+    "updated_at": "..."
+  }
+}
+```
+
+## 4. 核心原则
+
+1. Jarvis 拥有产品 continuity。
+2. Hermes 拥有 runtime continuity。
+3. envelope 负责把两者挂在一起。
+4. 不能让 Hermes session id 替代产品 continuity。
+
+## 5. 影响范围
+
+- `backend/app/models/conversation.py`
+- `backend/app/services/agent_service.py`
+- `backend/app/agents/state.py`
+- `backend/app/services/agent_runtime/hermes_session_manager.py`
+
+## 6. 历史兼容
+
+本阶段必须考虑：
+- 兼容旧 `agent_state`
+- 兼容 Jarvis-only 历史 conversation
+- 允许逐步迁移，不要求一次性重写所有旧数据
+
+## 7. 完成标准
+
+- [ ] `agent_state` 有统一 envelope 结构
+- [ ] Jarvis continuity 与 Hermes runtime state 不再互相覆盖
+- [ ] 老 conversation 可兼容读取
+- [ ] 为 H3 durable lifecycle 提供恢复所需元数据

development-doc/plan/hermes-update/phase-h3-durable-session-lifecycle.md

@@ -0,0 +1,71 @@
+# H3 Durable Session Lifecycle
+
+## 1. 目标
+
+把 `HermesSessionManager` 从“进程内 session 缓存”升级成支持恢复、重建、观测的 durable lifecycle manager。
+
+## 2. 当前问题
+
+当前 `backend/app/services/agent_runtime/hermes_session_manager.py` 已有：
+- conversation -> session 基础映射
+- per-conversation lock
+- last_used / restart_count / metadata
+
+但它仍然偏原型：
+- 依赖当前进程内内存
+- 后端重启后的恢复能力不足
+- warm / resumed / cold 没有显式状态
+- recovery policy 不够清晰
+
+## 3. 生命周期目标
+
+```text
+message arrives
+  -> lookup by conversation
+  -> warm session exists? reuse
+  -> else hydrate from agent_state
+  -> if hydrate success => resumed
+  -> else create fresh => cold
+  -> execute turn
+  -> update state/metrics
+  -> idle reclaim if needed
+```
+
+## 4. 必要能力
+
+1. warm / resumed / cold 状态区分
+2. conversation 级别锁
+3. runtime health 检查
+4. restart / recreate 策略
+5. idle reclaim
+6. safe rehydrate
+7. stale session 检测
+8. error 状态记录
+
+## 5. 与 envelope 的关系
+
+持久化来源：
+- `Conversation.agent_state.runtime_state.hermes`
+
+运行态来源：
+- `HermesSessionManager`
+
+原则：
+- warm session 提升性能
+- durable metadata 保障可恢复性
+- 不能要求一个 Hermes 进程永远不死
+
+## 6. 推荐文件变更
+
+- `backend/app/services/agent_runtime/hermes_session_manager.py`
+- `backend/app/services/agent_runtime/hermes_runtime.py`
+- `backend/app/services/agent_service.py`
+- `backend/app/models/conversation.py`
+- 新增或补充测试：session resume / recreate / restart / idle reclaim
+
+## 7. 完成标准
+
+- [ ] conversation 能恢复到正确 Hermes session 或重建新 session
+- [ ] warm / resumed / cold 状态可区分
+- [ ] 后端重启后 continuity 不直接断裂
+- [ ] recovery/failure 有清晰记录

development-doc/plan/hermes-update/phase-h4-product-shell-assembly.md

@@ -0,0 +1,83 @@
+# H4 Product Shell Assembly
+
+## 1. 目标
+
+固化 Jarvis 在 Hermes-first 架构中的角色：Jarvis 不是 runtime 本体，而是 **pre-runtime product shell**。
+
+## 2. 为什么保留 Jarvis Product Shell
+
+如果直接把 memory / skill / task graph 也推给 Hermes：
+- Jarvis 已有产品价值会丢失
+- 业务能力会进入黑盒
+- 回滚与可观测性会变差
+
+所以 Hermes-first 不等于“Jarvis 退化成纯 UI”。
+
+## 3. 保留的装配能力
+
+### 3.1 Memory Assembly
+- `backend/app/services/memory_service.py`
+
+继续负责：
+- recalled memory
+- conversation summary
+- user memory
+- knowledge brain 注入
+
+### 3.2 Skill Shortlist
+- `backend/app/agents/skills/retriever.py`
+
+继续负责：
+- request 相关 skill shortlist
+- 激活建议
+
+### 3.3 Task Graph / Runtime Request Context
+- `backend/app/agents/orchestration/task_graph.py`
+- `backend/app/agents/schemas/orchestration.py`
+
+继续负责：
+- bounded task graph
+- parallel worthiness
+- runtime request summary
+
+### 3.4 Retrospective / Product Guardrails
+- `backend/app/agents/learning/*`
+- `backend/app/agents/tools/time_reasoning.py`
+
+继续负责：
+- retrospective 注入
+- 时间上下文
+- 产品级指令与 guardrails
+
+## 4. 目标数据流
+
+```text
+router
+  -> AgentService
+      -> load conversation/product continuity
+      -> assemble memory/skills/task graph/retrospective/time context
+      -> build RuntimePreparedContext
+      -> dispatch to Hermes runtime
+      -> map events and finalize persistence
+```
+
+## 5. 关键原则
+
+1. Hermes 接收的是已组装好的 Jarvis product context。
+2. Jarvis 保留用户级/产品级理解能力。
+3. 不把 Hermes 当作唯一知识与策略拥有者。
+4. 装配层必须可测试、可观察、可回滚。
+
+## 6. 推荐文件变更
+
+- `backend/app/services/agent_service.py`
+- `backend/app/services/memory_service.py`
+- `backend/app/agents/skills/retriever.py`
+- `backend/app/agents/orchestration/task_graph.py`
+- `backend/app/services/agent_runtime/base.py`
+
+## 7. 完成标准
+
+- [ ] Jarvis product shell 的装配职责被明确固化
+- [ ] Hermes 收到的是统一的 prepared context
+- [ ] memory / skills / task graph 不被直接塞回 Hermes 黑盒内部

development-doc/plan/hermes-update/phase-h5-event-mapper-and-sse-contract.md

@@ -0,0 +1,75 @@
+# H5 Event Mapper 与 SSE 契约
+
+## 1. 目标
+
+建立一层稳定的 **Hermes event -> Jarvis SSE** 映射边界，让前端无需理解 Hermes 内部事件模型。
+
+## 2. 当前约束
+
+前端当前主要依赖：
+- `frontend/src/api/conversation.ts`
+- `frontend/src/pages/chat/composables/useChatView.ts`
+
+并假设 SSE 事件名为：
+- `metadata`
+- `progress`
+- `chunk`
+- `error`
+- `done`
+
+Hermes-first 改造不能让 UI 直接去消费 Hermes-native event。
+
+## 3. 推荐映射原则
+
+### 3.1 保持外部契约稳定
+
+对前端继续输出：
+- `metadata`
+- `progress`
+- `chunk`
+- `error`
+- `done`
+
+### 3.2 Hermes richer event 不直接外泄
+
+更细的 runtime 细节：
+- tool trace
+- retry/restart details
+- health transitions
+- session diagnostics
+
+应该进入：
+- runtime observability
+- attachments
+- agent_state metadata
+
+而不是直接让 UI 依赖这些字段。
+
+## 4. 推荐映射关系
+
+- session prepare / hydrate / warm reuse -> `progress`
+- assistant content delta -> `chunk`
+- execution failure -> `error`
+- finish signal -> `done`
+- conversation/message identity -> `metadata`
+
+## 5. 推荐文件变更
+
+- 新增：`backend/app/services/agent_runtime/hermes_event_mapper.py`
+- 修改：
+  - `backend/app/services/agent_runtime/hermes_runtime.py`
+  - `backend/app/services/agent_service.py`
+  - `frontend/src/api/conversation.ts`（如需轻量兼容字段扩展）
+
+## 6. 设计约束
+
+1. SSE 事件名不破坏。
+2. 前端 parser 不因 Hermes-first 被重写。
+3. 缺失字段允许降级，但事件序列必须稳定。
+4. 错误事件不能导致 assistant message 持久化乱序。
+
+## 7. 完成标准
+
+- [ ] Hermes runtime 有明确的 event mapping 边界
+- [ ] 前端现有 SSE parser 继续可用
+- [ ] richer diagnostics 有单独落点，不污染 UI 契约

development-doc/plan/hermes-update/phase-h6-frontend-hermes-first-session-model.md

@@ -0,0 +1,68 @@
+# H6 前端 Hermes-first Session Model
+
+## 1. 目标
+
+让前端从“runtime toggle + Jarvis 默认假设”过渡到 **Hermes-first session model**。
+
+## 2. 当前问题
+
+当前前端已经支持：
+- `runtime: 'jarvis' | 'hermes'`
+
+但本质上仍存在：
+- 默认 runtime = jarvis
+- 大量 Jarvis-specific 文案与状态
+- runtime 只是一个请求字符串
+- session/run metadata 不是一等状态
+
+## 3. 方向
+
+前端长期目标不是让用户一直选 runtime，而是：
+- 普通用户默认走 Hermes-first 路径
+- runtime toggle 仅保留给灰度、调试、回滚
+- conversation/session/run metadata 进入更明确的状态模型
+
+## 4. 推荐调整点
+
+### 4.1 Transport Layer
+- `frontend/src/api/conversation.ts`
+
+保持 transport 职责，不再承载过多 runtime 语义。
+
+### 4.2 Chat Runtime State
+- `frontend/src/pages/chat/composables/useChatView.ts`
+- `frontend/src/stores/conversation.ts`
+
+需要逐步减少：
+- `selectedRuntime = 'jarvis'` 这类默认假设
+- `jarvisNote` / `JARVIS THINKING` 等强绑定文案
+- 仅靠本地拼装 model label 的方式
+
+### 4.3 Session/Run Metadata
+建议逐步提升为一等状态：
+- active runtime
+- run status
+- session status（warm/resumed/cold）
+- runtime diagnostics summary
+
+## 5. UI 原则
+
+1. chat 仍是消息流，不变成终端模拟器。
+2. 普通用户不需要长期理解 runtime 架构。
+3. 迁移期保留 toggle，但它属于 admin/dev 工具。
+4. 历史 conversation 渲染逻辑应尽量保持稳定。
+
+## 6. 推荐文件变更
+
+- `frontend/src/api/conversation.ts`
+- `frontend/src/pages/chat/composables/useChatView.ts`
+- `frontend/src/pages/chat/index.vue`
+- `frontend/src/stores/conversation.ts`
+- `frontend/src/api/agent.ts`
+
+## 7. 完成标准
+
+- [ ] 前端减少 Jarvis-default 假设
+- [ ] runtime toggle 可转向灰度/调试用途
+- [ ] session/run metadata 开始成为一等状态
+- [ ] 普通聊天体验保持稳定

development-doc/plan/hermes-update/phase-h7-default-rollout-and-fallback.md

@@ -0,0 +1,66 @@
+# H7 默认切换、灰度与 Fallback
+
+## 1. 目标
+
+让 Hermes 从“可选 runtime”安全过渡为默认路径，同时保留 fallback 与回滚能力。
+
+## 2. 核心原则
+
+1. 不做一次性全量切换。
+2. 默认切换必须由服务端策略控制。
+3. Jarvis graph 在迁移期保留为 fallback / specialist path。
+4. 回滚不能破坏 conversation/message 数据。
+
+## 3. 推荐 rollout 顺序
+
+### Stage 1：显式 opt-in
+- 仅对开发/内部用户开放
+- 用户可显式选择 Hermes
+
+### Stage 2：内部默认 Hermes
+- 对内部账号或灰度 cohort 默认走 Hermes
+- 保留 fallback 开关
+
+### Stage 3：新会话默认 Hermes
+- 仅新 conversation 默认 Hermes
+- 历史 conversation 可按策略维持原路径或迁移
+
+### Stage 4：全量默认 Hermes
+- 普通用户默认走 Hermes-first
+- runtime toggle 从主 UI 淡出
+
+## 4. Fallback 策略
+
+触发 fallback 的场景示例：
+- Hermes session hydrate 失败
+- Hermes runtime health 不达标
+- 连续 error/restart 达到阈值
+- 某类 specialist workflow 尚未迁移
+
+fallback 目标：
+- 切回 Jarvis graph 或受控备用路径
+- 不丢 conversation continuity
+- 不破坏前端 SSE 契约
+
+## 5. 回滚要求
+
+1. 服务端可按 feature flag / policy 回滚默认 runtime。
+2. 不要求修改前端主交互逻辑即可回滚。
+3. 历史 conversation 的 `agent_state` 仍能兼容读取。
+4. 回滚后仍可保留 Hermes metrics 用于复盘。
+
+## 6. 推荐文件变更
+
+- `backend/app/services/agent_service.py`
+- `backend/app/routers/conversation.py`
+- `backend/app/schemas/conversation.py`
+- `frontend/src/pages/chat/composables/useChatView.ts`
+- `frontend/src/pages/chat/index.vue`
+- 可能新增：runtime policy / feature flag 配置模块
+
+## 7. 验收标准
+
+- [ ] 有清晰 rollout policy
+- [ ] 有 fallback 策略
+- [ ] 有 rollback 机制
+- [ ] Hermes 默认切换不会成为不可逆操作

development-doc/plan/today-status-update/README.md

@@ -0,0 +1,122 @@
+# Today Status 完整化实施计划索引
+
+本目录用于存放首页 `Today Status` 完整化的分阶段规划文档，目标是先完成文档拆解，再交给 Codex 按阶段实施。
+
+## 文档说明
+
+| 文件 | 说明 |
+|------|------|
+| `README.md` | 总览、阶段关系、实施顺序、关键文件 |
+| `phase-ts-0-current-state.md` | 当前现状、问题、目标架构 |
+| `phase-ts-1-business-task-model.md` | 业务 Task / SubTask / 分配模型扩展 |
+| `phase-ts-2-task-api-and-schedule-aggregation.md` | Task API 与 Schedule Center 聚合扩展 |
+| `phase-ts-3-chat-today-status-integration.md` | Chat 首页 Today Status 接真实数据 |
+| `phase-ts-4-manual-create-and-detail-editor.md` | 手动创建与详情编辑器 |
+| `phase-ts-5-commander-dispatch.md` | Commander 派发闭环 |
+| `checklist.md` | 给 Codex 使用的可勾选执行清单 |
+
+## 推荐阅读顺序
+
+1. 先阅读 `phase-ts-0-current-state.md`
+2. 再按顺序阅读 `phase-ts-1` ~ `phase-ts-5`
+3. 实施时严格按阶段推进
+
+---
+
+## 总体设计原则
+
+1. **业务任务与执行态分层**
+   - 业务 Task / SubTask 不直接等于 runtime task graph。
+2. **Today Status 复用 Schedule Center 真实聚合**
+   - 不新增第二套聚合真源。
+3. **Chat 创建先走显式入口**
+   - 第一版优先 `/task`、`/task@commander` 之类显式方式。
+4. **先数据闭环，后体验增强**
+   - 先打通 CRUD / 聚合 / dispatch，再补评论、自动识别、实时推送。
+5. **文档先行，代码交给 Codex**
+   - 这组文档的目标是让 Codex 可以按阶段稳定实施。
+
+---
+
+## 阶段总览图
+
+```text
+Phase TS-0 ───────────────────────────────────────────────────────────┐
+│ 当前现状与目标                                                      │
+│ - 真实数据流盘点                                                    │
+│ - mock 边界盘点                                                     │
+│ - 目标三层架构                                                      │
+└───────────────────────────────────────────────────────────────────┘
+         │
+         ▼
+Phase TS-1 ───────────────────────────────────────────────────────────┐
+│ 业务任务模型扩展                                                    │
+│ - Task 扩字段                                                       │
+│ - 新增业务级 TaskSubTask                                            │
+│ - TaskHistory 动作扩展                                              │
+└───────────────────────────────────────────────────────────────────┘
+         │
+         ▼
+Phase TS-2 ───────────────────────────────────────────────────────────┐
+│ Task API 与 Schedule 聚合扩展                                       │
+│ - task detail / subtasks / dispatch                                 │
+│ - schedule-center/date 扩展 focus/quadrants/commander summary       │
+└───────────────────────────────────────────────────────────────────┘
+         │
+         ▼
+Phase TS-3 ───────────────────────────────────────────────────────────┐
+│ Chat 首页 Today Status 接真实数据                                   │
+│ - useSidebarPlan 去 mock                                            │
+│ - KanbanPanel 真实化                                                │
+│ - Chat 首页联动刷新                                                 │
+└───────────────────────────────────────────────────────────────────┘
+         │
+         ▼
+Phase TS-4 ───────────────────────────────────────────────────────────┐
+│ 手动创建与详情编辑器                                                │
+│ - KanbanDetail 真实 create/edit                                     │
+│ - Schedule Center 手动创建增强                                      │
+│ - 象限快捷新建                                                      │
+└───────────────────────────────────────────────────────────────────┘
+         │
+         ▼
+Phase TS-5 ───────────────────────────────────────────────────────────┐
+│ Commander 派发闭环                                                  │
+│ - task/subtask dispatch API                                         │
+│ - commander 执行态回写                                              │
+│ - Today Status / Schedule Center 状态一致                           │
+└───────────────────────────────────────────────────────────────────┘
+```
+
+---
+
+## 关键文件总览
+
+### Backend
+- `backend/app/models/task.py`
+- `backend/app/schemas/task.py`
+- `backend/app/routers/task.py`
+- `backend/app/routers/schedule_center.py`
+- `backend/app/schemas/schedule_center.py`
+- commander / orchestration service 相关文件
+
+### Frontend
+- `frontend/src/api/task.ts`
+- `frontend/src/api/scheduleCenter.ts`
+- `frontend/src/pages/chat/composables/useSidebarPlan.ts`
+- `frontend/src/pages/chat/index.vue`
+- `frontend/src/components/chat/KanbanPanel.vue`
+- `frontend/src/components/chat/KanbanDetail.vue`
+- `frontend/src/pages/schedule-center/composables/useScheduleCenterPage.ts`
+- `frontend/src/pages/schedule-center/index.vue`
+- Chat 输入 / 发送消息相关 composable
+
+---
+
+## 实施顺序
+
+```text
+TS-0 → TS-1 → TS-2 → TS-3 → TS-4 → TS-5
+```
+
+不建议跳阶段。尤其是 `TS-1` 与 `TS-2` 是后续前端改造和 commander 派发的共同前提。

development-doc/plan/today-status-update/checklist.md

@@ -0,0 +1,92 @@
+# Today Status 完整化执行清单（可勾选版）
+
+日期：2026-04-08
+状态：执行清单
+适用范围：基于 `phase-ts-0` ~ `phase-ts-5` 整理，最终交给 Codex 执行
+
+---
+
+## 使用说明
+
+- 完成前使用 `- [ ]`
+- 完成后改成 `- [x]`
+- 实施顺序：`TS-0 → TS-1 → TS-2 → TS-3 → TS-4 → TS-5`
+- 不建议跳阶段
+
+---
+
+## Phase TS-0：当前现状与目标
+
+- [x] 盘点 `useSidebarPlan.ts` 中真实数据与 mock 数据边界
+- [x] 盘点 `KanbanPanel.vue` 的硬编码四象限
+- [x] 盘点 `KanbanDetail.vue` 的 mock task / subtasks / comments / history
+- [x] 盘点 `backend/app/models/task.py` 缺失字段
+- [x] 输出业务层 / 聚合层 / commander 执行层三层架构说明
+
+---
+
+## Phase TS-1：业务任务模型扩展
+
+- [x] 扩展 `Task` 模型字段
+- [x] 新增业务级 `TaskSubTask` 模型
+- [x] 扩展 `TaskHistory` 动作类型
+- [x] 编写对应 migration
+- [x] 更新 `backend/app/schemas/task.py`
+
+---
+
+## Phase TS-2：Task API 与 Schedule 聚合扩展
+
+- [x] 扩展 `/api/tasks` create / update / list
+- [x] 新增 `GET /api/tasks/{task_id}`
+- [x] 新增 subtasks CRUD / reorder API
+- [x] 新增 dispatch API
+- [x] 扩展 `schedule-center/date` 返回 `focus_tasks`
+- [x] 扩展 `schedule-center/date` 返回 `quadrants`
+- [x] 扩展 `schedule-center/date` 返回 `commander_summary`
+- [x] 更新 `frontend/src/api/task.ts`
+- [x] 更新 `frontend/src/api/scheduleCenter.ts`
+
+---
+
+## Phase TS-3：Chat 首页 Today Status 接真实数据
+
+- [x] 删除 `useSidebarPlan.ts` 中 `mockFocusItems`
+- [x] 让 `sidebarFocusItems` 接真实 `focus_tasks`
+- [x] 新增 `todayStatusQuadrants`
+- [x] 改造 `KanbanPanel.vue` 为真实展示组件
+- [x] 在 chat 首页接入真实象限与刷新逻辑
+
+---
+
+## Phase TS-4：手动创建与详情编辑器
+
+- [x] 改造 `KanbanDetail.vue` 为 create / edit 真实面板
+- [x] 打通任务详情读取与保存
+- [x] 打通子任务增删改排序
+- [x] 打通分配字段编辑
+- [x] 扩展 Schedule Center 的 `addTask()`
+- [x] 支持象限内快捷新建
+
+---
+
+## Phase TS-5：Commander 派发闭环
+
+- [x] 新增 task dispatch API
+- [x] 新增 subtask dispatch API
+- [x] 建立业务 task -> commander payload 映射
+- [x] commander 结果回写业务 task
+- [x] 在 Today Status 展示 commander summary
+- [x] 在详情页展示 dispatch 状态
+
+---
+
+## 验证清单
+
+- [x] Chat 中 `/task` 可创建任务
+- [x] Chat 中 `/task@commander` 可创建并派发任务
+- [x] Schedule Center 手动创建任务后，Today Status 同步更新
+- [x] Today Status 中创建任务后，Schedule Center 同步可见
+- [x] 子任务刷新后仍保持一致
+- [x] commander 状态可从 `queued -> running -> completed/failed` 更新
+- [x] 回归确认现有 `todo / task / reminder / goal` 主路径不受影响

development-doc/plan/today-status-update/phase-ts-0-current-state.md

@@ -0,0 +1,144 @@
+# Phase TS-0：当前现状与目标
+
+日期：2026-04-08
+状态：待实施
+
+---
+
+## 1. 阶段目标
+
+先把当前代码里的真实能力、mock 能力、缺口和目标架构写清楚，避免后续实现直接在错误抽象上继续堆功能。
+
+本阶段不改业务代码，重点是：
+- 盘点真实数据流
+- 盘点 mock 边界
+- 明确业务 task 与 commander runtime task 的边界
+- 输出目标三层架构
+
+---
+
+## 2. 当前代码现状
+
+### 2.1 Chat 首页 Today Status
+
+当前文件：
+- `frontend/src/pages/chat/composables/useSidebarPlan.ts`
+- `frontend/src/pages/chat/index.vue`
+
+已真实存在的能力：
+- `useSidebarPlan.ts` 已通过 `scheduleCenterApi.date()` 和 `scheduleCenterApi.month()` 加载真实数据
+- `todayPlanCounters` 已基于真实 `todos / tasks / reminders / goals` 聚合统计
+- Chat 首页已能打开 Today Status 抽屉
+
+当前缺口：
+- `sidebarFocusItems` 仍强制返回 `mockFocusItems`
+- Today Status 的重点区、四象限、详情编辑并未接真实任务模型
+
+### 2.2 Kanban UI
+
+当前文件：
+- `frontend/src/components/chat/KanbanPanel.vue`
+- `frontend/src/components/chat/KanbanDetail.vue`
+
+当前状态：
+- `KanbanPanel.vue` 的四象限任务列表完全硬编码
+- `KanbanDetail.vue` 的 task / subtasks / comments / history / assignee 都是本地 mock
+- 子任务拖拽、完成状态、评论等均未持久化
+
+### 2.3 业务任务模型
+
+当前文件：
+- `backend/app/models/task.py`
+- `backend/app/routers/task.py`
+- `frontend/src/api/task.ts`
+
+当前状态：
+- 只有基础 `Task`
+- 只有简单 CRUD
+- 没有业务级 `SubTask`
+- 没有 `assignee` / `quadrant` / `conversation_id` / `dispatch_status`
+
+### 2.4 Schedule Center
+
+当前文件：
+- `backend/app/routers/schedule_center.py`
+- `frontend/src/pages/schedule-center/composables/useScheduleCenterPage.ts`
+
+当前状态：
+- 已经是当前最真实的日程聚合入口
+- 已支持 todo / task / reminder / goal 的真实新增与刷新
+- 但 `date` 聚合结果还不够直接支撑 Today Status 四象限与 commander 状态
+
+### 2.5 Commander / Agent runtime
+
+当前文件：
+- `backend/app/agents/schemas/task.py`
+- `backend/app/routers/agent.py`
+
+当前状态：
+- runtime 中已有 `owner_agent_id / parent_task_id / child_task_ids` 等执行态字段
+- 更适合做执行态拓扑和可视化
+- 不适合直接作为业务 Task / SubTask 主模型
+
+---
+
+## 3. 目标架构
+
+建议采用三层结构：
+
+### 3.1 业务任务层
+面向用户的长期任务实体：
+- Task
+- TaskSubTask
+- assignee
+- quadrant
+- source
+- conversation_id
+- dispatch 状态
+
+### 3.2 调度聚合层
+通过 `schedule-center` 提供：
+- 今日统计
+- focus tasks
+- quadrants
+- commander summary
+
+### 3.3 执行层
+保留现有 commander / runtime：
+- 接收业务任务派发
+- 内部做 task graph 执行
+- 把状态回写业务 task/subtask
+
+---
+
+## 4. 核心文件清单
+
+| 文件 | 操作 | 说明 |
+|------|------|------|
+| `frontend/src/pages/chat/composables/useSidebarPlan.ts` | 盘点 | 真实统计 + mock focus 边界 |
+| `frontend/src/components/chat/KanbanPanel.vue` | 盘点 | 四象限 mock |
+| `frontend/src/components/chat/KanbanDetail.vue` | 盘点 | 详情页 mock |
+| `backend/app/models/task.py` | 盘点 | Task 字段缺口 |
+| `backend/app/routers/task.py` | 盘点 | 仅简单 CRUD |
+| `backend/app/routers/schedule_center.py` | 盘点 | 聚合能力现状 |
+
+---
+
+## 5. 验收标准
+
+- [ ] 明确 Today Status 中哪些数据是真实的
+- [ ] 明确哪些能力仍是 mock
+- [ ] 明确业务 task 与 runtime task 的边界
+- [ ] 给出业务层 / 聚合层 / 执行层三层架构
+
+---
+
+## 6. 依赖关系
+
+```text
+本阶段 → Phase TS-1
+       → Phase TS-2
+       → Phase TS-3
+```
+
+本阶段是后续所有实现文档的共识基础。

development-doc/plan/today-status-update/phase-ts-1-business-task-model.md

@@ -0,0 +1,111 @@
+# Phase TS-1：业务任务模型扩展
+
+日期：2026-04-08
+状态：待实施
+
+---
+
+## 1. 阶段目标
+
+补齐业务级 Task / SubTask / 分配 / 派发字段，为 Today Status、Schedule Center、Chat 创建、Commander 派发提供统一的数据主模型。
+
+本阶段重点是“把业务模型补齐”，而不是直接接 commander runtime。
+
+---
+
+## 2. 详细任务
+
+### 2.1 扩展 Task 模型
+
+**文件**：
+- `backend/app/models/task.py`
+- `backend/app/schemas/task.py`
+
+建议新增字段：
+- `source`
+- `conversation_id`
+- `quadrant`
+- `assignee_type`
+- `assignee_id`
+- `dispatch_status`
+- `dispatch_run_id`
+- `result_summary`
+- `started_at`
+- `last_synced_at`
+
+### 2.2 新增业务级 TaskSubTask
+
+**文件**：
+- 新增 TaskSubTask 模型文件或在任务模型模块中补充
+- `backend/app/schemas/task.py`
+
+建议字段：
+- `task_id`
+- `title`
+- `description`
+- `status`
+- `order_index`
+- `assignee_type`
+- `assignee_id`
+- `dispatch_status`
+- `dispatch_run_id`
+- `completed_at`
+
+### 2.3 扩展 TaskHistory 语义
+
+建议新增 action：
+- `created_from_chat`
+- `assigned`
+- `subtask_created`
+- `subtask_reordered`
+- `dispatched_to_commander`
+- `dispatch_status_changed`
+
+### 2.4 设计 migration
+
+需要新增 migration，确保：
+- 旧 task 可兼容新字段
+- 新 subtasks 表可按 task_id 关联
+- 必要索引可支撑按日期 / 象限 / assignee / dispatch 状态查询
+
+---
+
+## 3. 设计原则
+
+1. **业务 task 与 runtime task 分层**
+   - 不能直接把 runtime 的 `owner_agent_id / parent_task_id` 作为业务主模型。
+2. **SubTask 必须是业务实体**
+   - 不能继续停留在前端本地数组。
+3. **先支持显式字段，再做自动推导**
+   - `quadrant`、`assignee_type` 等优先用显式字段，不做复杂推断。
+
+---
+
+## 4. 核心文件清单
+
+| 文件 | 操作 | 说明 |
+|------|------|------|
+| `backend/app/models/task.py` | 修改 | 扩展 Task 字段 |
+| `backend/app/schemas/task.py` | 修改 | 扩展 TaskCreate/TaskUpdate/TaskOut/SubTask schema |
+| migration 文件 | 新增 | 数据库结构迁移 |
+
+---
+
+## 5. 验收标准
+
+- [ ] Task 可表达来源、象限、分配对象、派发状态
+- [ ] 有独立的业务级 SubTask 模型
+- [ ] TaskHistory 能记录关键业务动作
+- [ ] migration 方案清晰且可兼容旧数据
+
+---
+
+## 6. 依赖关系
+
+```text
+本阶段 → Phase TS-2（API）
+       → Phase TS-4（详情编辑器）
+       → Phase TS-5（Commander 派发）
+```
+
+本阶段是后续所有真实任务操作的基础。

development-doc/plan/today-status-update/phase-ts-2-task-api-and-schedule-aggregation.md

@@ -0,0 +1,106 @@
+# Phase TS-2：Task API 与 Schedule 聚合扩展
+
+日期：2026-04-08
+状态：待实施
+
+---
+
+## 1. 阶段目标
+
+扩展后端 Task API 与 Schedule Center 聚合，让前端可以真实创建、读取、编辑、分配任务，并让 Today Status 直接消费真实聚合视图。
+
+---
+
+## 2. 详细任务
+
+### 2.1 扩展 Task API
+
+**文件**：
+- `backend/app/routers/task.py`
+- `backend/app/schemas/task.py`
+- `frontend/src/api/task.ts`
+
+建议接口：
+- `GET /api/tasks`
+- `POST /api/tasks`
+- `GET /api/tasks/{task_id}`
+- `PATCH /api/tasks/{task_id}`
+- `DELETE /api/tasks/{task_id}`
+- `POST /api/tasks/{task_id}/subtasks`
+- `PATCH /api/tasks/{task_id}/subtasks/{subtask_id}`
+- `DELETE /api/tasks/{task_id}/subtasks/{subtask_id}`
+- `POST /api/tasks/{task_id}/subtasks/reorder`
+- `POST /api/tasks/{task_id}/dispatch`
+- `POST /api/tasks/{task_id}/subtasks/{subtask_id}/dispatch`
+
+### 2.2 Task detail 输出
+
+`GET /api/tasks/{task_id}` 建议返回：
+- task 基础字段
+- subtasks
+- history
+- dispatch 摘要
+
+### 2.3 扩展 Schedule Center 聚合
+
+**文件**：
+- `backend/app/routers/schedule_center.py`
+- `backend/app/schemas/schedule_center.py`
+- `frontend/src/api/scheduleCenter.ts`
+
+建议在 `ScheduleCenterDateOut` 增加：
+- `focus_tasks`
+- `quadrants`
+- `commander_summary`
+
+### 2.4 前端 API 同步
+
+`frontend/src/api/task.ts` 需要扩展：
+- detail 方法
+- subtask CRUD / reorder
+- dispatch 方法
+
+`frontend/src/api/scheduleCenter.ts` 需要扩展：
+- `focus_tasks`
+- `quadrants`
+- `commander_summary` 类型
+
+---
+
+## 3. 设计原则
+
+1. **复用现有 task router，不另开 taskV2**
+2. **复用现有 schedule-center 聚合，不另开第二套 today-status API**
+3. **dispatch 是显式动作，不隐含在普通 update 里**
+
+---
+
+## 4. 核心文件清单
+
+| 文件 | 操作 | 说明 |
+|------|------|------|
+| `backend/app/routers/task.py` | 修改 | 扩展任务、子任务、派发 API |
+| `backend/app/schemas/task.py` | 修改 | detail/subtask/dispatch schema |
+| `backend/app/routers/schedule_center.py` | 修改 | 扩展今日聚合 |
+| `backend/app/schemas/schedule_center.py` | 修改 | 扩展 response model |
+| `frontend/src/api/task.ts` | 修改 | 前端任务 API 能力补齐 |
+| `frontend/src/api/scheduleCenter.ts` | 修改 | 前端聚合类型补齐 |
+
+---
+
+## 5. 验收标准
+
+- [ ] Task detail 能返回 subtasks / history / dispatch 信息
+- [ ] 子任务 CRUD / reorder API 设计明确
+- [ ] dispatch API 明确独立
+- [ ] `schedule-center/date` 可直接供 Today Status 使用
+- [ ] 前端 API 类型已同步
+
+---
+
+## 6. 依赖关系
+
+```text
+依赖：Phase TS-1
+输出给：Phase TS-3 / TS-4 / TS-5
+```

development-doc/plan/today-status-update/phase-ts-3-chat-today-status-integration.md

@@ -0,0 +1,86 @@
+# Phase TS-3：Chat 首页 Today Status 接真实数据
+
+日期：2026-04-08
+状态：待实施
+
+---
+
+## 1. 阶段目标
+
+把 Chat 首页 Today Status 从“真实统计 + mock 内容”升级为完整真实视图，让 Today Status 与 Schedule Center 使用同一份聚合真源。
+
+---
+
+## 2. 详细任务
+
+### 2.1 useSidebarPlan 去 mock
+
+**文件**：
+- `frontend/src/pages/chat/composables/useSidebarPlan.ts`
+
+需要完成：
+- 删除 `mockFocusItems`
+- `sidebarFocusItems` 改为基于真实 `focus_tasks`
+- 新增 `todayStatusQuadrants`
+- 新增 `commanderSummary`
+- 保留当前 `todayPlanCounters` 的真实聚合逻辑
+
+### 2.2 KanbanPanel 真实化
+
+**文件**：
+- `frontend/src/components/chat/KanbanPanel.vue`
+
+需要完成：
+- 去掉硬编码四象限数据
+- 改为接收真实 `quadrants`
+- emit 真实事件：
+  - `create-task`
+  - `open-task`
+  - `close`
+- 页脚统计改为真实任务统计
+
+### 2.3 chat 首页联动
+
+**文件**：
+- `frontend/src/pages/chat/index.vue`
+
+需要完成：
+- Today Status 打开后加载真实 Kanban
+- 任务创建 / 编辑 / 派发后触发 `loadSidebarPlanSnapshot()`
+- 保持当前抽屉体验，不额外再造入口
+
+---
+
+## 3. 设计原则
+
+1. **Today Status 与 Schedule Center 同源**
+2. **KanbanPanel 做纯展示，不承载业务状态真源**
+3. **以刷新真实聚合为准，不保留本地 fake 数据**
+
+---
+
+## 4. 核心文件清单
+
+| 文件 | 操作 | 说明 |
+|------|------|------|
+| `frontend/src/pages/chat/composables/useSidebarPlan.ts` | 修改 | 删除 focus mock，接真实聚合 |
+| `frontend/src/components/chat/KanbanPanel.vue` | 修改 | 改成真实展示组件 |
+| `frontend/src/pages/chat/index.vue` | 修改 | 连接 Today Status、Kanban、刷新逻辑 |
+
+---
+
+## 5. 验收标准
+
+- [ ] Today Status 重点列表不再使用 mock
+- [ ] Kanban 四象限显示真实任务
+- [ ] 统计、重点、象限来自同一份聚合结果
+- [ ] Chat 首页可以稳定刷新任务状态
+
+---
+
+## 6. 依赖关系
+
+```text
+依赖：Phase TS-2
+输出给：Phase TS-4 / TS-5
+```

development-doc/plan/today-status-update/phase-ts-4-manual-create-and-detail-editor.md

@@ -0,0 +1,99 @@
+# Phase TS-4：手动创建与详情编辑器
+
+日期：2026-04-08
+状态：待实施
+
+---
+
+## 1. 阶段目标
+
+补齐“手动创建任务”和“详情编辑”链路，让用户可以在 Today Status 与 Schedule Center 中真实创建、编辑任务与子任务。
+
+---
+
+## 2. 详细任务
+
+### 2.1 改造 KanbanDetail 为真实编辑器
+
+**文件**：
+- `frontend/src/components/chat/KanbanDetail.vue`
+
+需要完成：
+- 支持 `create | edit`
+- 接 task detail API
+- 编辑字段：
+  - `title`
+  - `description`
+  - `status`
+  - `priority`
+  - `quadrant`
+  - `assignee_type`
+  - `assignee_id`
+- 子任务增删改排序接真实 API
+- 历史接 `TaskHistory`
+- 评论如果后端暂无支持，本阶段不强做真实化
+
+### 2.2 Schedule Center 手动创建增强
+
+**文件**：
+- `frontend/src/pages/schedule-center/composables/useScheduleCenterPage.ts`
+- `frontend/src/pages/schedule-center/index.vue`
+
+需要完成：
+- `addTask()` 支持：
+  - `quadrant`
+  - `description`
+  - `assignee_type`
+  - `assignee_id`
+  - `dispatch_to_commander`
+- 保持 `loadDateDetail()` + `loadMonth()` 刷新闭环
+
+### 2.3 象限内快捷新建
+
+**文件**：
+- `frontend/src/components/chat/KanbanPanel.vue`
+- `frontend/src/components/chat/KanbanDetail.vue`
+- `frontend/src/pages/chat/index.vue`
+
+需要完成：
+- 点击象限 `+` 打开 `KanbanDetail(create)`
+- 自动预填 `quadrant`
+- 保存后刷新 Today Status
+
+---
+
+## 3. 设计原则
+
+1. **KanbanDetail 是真实任务编辑器，不再保留 mock 状态真源**
+2. **Schedule Center 是最完整的手动创建页面**
+3. **Today Status 提供快捷创建，不与 Schedule Center 竞争真源**
+
+---
+
+## 4. 核心文件清单
+
+| 文件 | 操作 | 说明 |
+|------|------|------|
+| `frontend/src/components/chat/KanbanDetail.vue` | 修改 | 真实 create/edit 详情面板 |
+| `frontend/src/pages/schedule-center/composables/useScheduleCenterPage.ts` | 修改 | 手动创建增强 |
+| `frontend/src/pages/schedule-center/index.vue` | 修改 | 表单与详情联动 |
+| `frontend/src/pages/chat/index.vue` | 修改 | Today Status 快捷创建联动 |
+
+---
+
+## 5. 验收标准
+
+- [ ] 用户可从 Today Status 手动创建任务
+- [ ] 用户可从 Schedule Center 手动创建任务
+- [ ] 用户可编辑任务、子任务、分配信息
+- [ ] 刷新后数据保持一致
+
+---
+
+## 6. 依赖关系
+
+```text
+依赖：Phase TS-2
+建议在：Phase TS-3 后整合
+输出给：Phase TS-5
+```

development-doc/plan/today-status-update/phase-ts-5-commander-dispatch.md

@@ -0,0 +1,99 @@
+# Phase TS-5：Commander 派发闭环
+
+日期：2026-04-08
+状态：待实施
+
+---
+
+## 1. 阶段目标
+
+把“交给指挥官执行”从 UI 字段变成真实执行链路，并把执行状态回写到业务任务、Today Status 与 Schedule Center。
+
+---
+
+## 2. 详细任务
+
+### 2.1 新增 dispatch API
+
+**文件**：
+- `backend/app/routers/task.py`
+- `backend/app/schemas/task.py`
+- `frontend/src/api/task.ts`
+
+建议接口：
+- `POST /api/tasks/{id}/dispatch`
+- `POST /api/tasks/{id}/subtasks/{subtask_id}/dispatch`
+
+### 2.2 业务 task -> commander payload 映射
+
+需要定义 payload，建议至少包含：
+- `business_task_id`
+- `title`
+- `description`
+- `subtasks`
+- `priority`
+- `due_date`
+- `conversation_id`
+- `user_id`
+
+### 2.3 commander 执行态回写
+
+需要回写业务字段：
+- `dispatch_status`
+- `dispatch_run_id`
+- `result_summary`
+- 必要时同步 task / subtask 状态
+
+### 2.4 前端状态展示
+
+**文件**：
+- `frontend/src/components/chat/KanbanDetail.vue`
+- `frontend/src/pages/chat/composables/useSidebarPlan.ts`
+- `frontend/src/pages/schedule-center/composables/useScheduleCenterPage.ts`
+
+需要完成：
+- 详情页显示 `queued / running / completed / failed`
+- Today Status 聚合显示 `commander_summary`
+- Schedule Center detail 可见调度状态
+
+---
+
+## 3. 设计原则
+
+1. **assignee 与 dispatch 分离**
+   - `assignee_type=commander` 不等于已经派发执行。
+2. **业务层与 runtime 层分离**
+   - runtime 负责执行，业务 task 负责长期状态。
+3. **Today Status 与 Schedule Center 状态一致**
+   - 不允许首页和调度页看到不同状态。
+
+---
+
+## 4. 核心文件清单
+
+| 文件 | 操作 | 说明 |
+|------|------|------|
+| `backend/app/routers/task.py` | 修改 | 新增 dispatch API |
+| commander / orchestration service | 修改 | 业务 task 派发到执行层 |
+| `frontend/src/api/task.ts` | 修改 | dispatch API 封装 |
+| `frontend/src/components/chat/KanbanDetail.vue` | 修改 | 派发入口与状态展示 |
+| `frontend/src/pages/chat/composables/useSidebarPlan.ts` | 修改 | commander summary 展示 |
+| `frontend/src/pages/schedule-center/composables/useScheduleCenterPage.ts` | 修改 | 调度状态联动 |
+
+---
+
+## 5. 验收标准
+
+- [ ] 任务可派发给 commander
+- [ ] 子任务可派发给 commander
+- [ ] Today Status 能看到 commander 状态变化
+- [ ] Schedule Center 与 Chat 首页状态一致
+- [ ] 业务模型与 runtime 模型保持分层
+
+---
+
+## 6. 依赖关系
+
+```text
+依赖：Phase TS-1 / TS-2 / TS-4
+```

development-doc/plan/war-room-update/README.md

@@ -0,0 +1,90 @@
+# War Room 实施计划索引
+
+本目录用于沉淀 `War Room` 页面的分阶段实施计划。目标不是重写一份设计稿，而是把已经批准的规格文档与仓库当前实现状态对齐，形成一套可直接执行、可验证、可拆分的交付路线。
+
+规格来源：
+- `docs/superpowers/specs/2026-04-09-war-room-design.md`
+
+当前仓库锚点：
+- `frontend/src/pages/war-room/index.vue`
+- `frontend/src/app/router/routes.ts`
+- `frontend/src/pages/agents/`
+- `frontend/src/pages/chat/`
+- `frontend/src/api/`
+- `backend/app/routers/`
+
+## 文档说明
+
+| 文件 | 说明 |
+|------|------|
+| `README.md` | 总览、阶段关系、设计原则、风险与推荐顺序 |
+| `phase-wr-0-current-state.md` | 当前实现盘点、差距分析、目标边界 |
+| `phase-wr-1-shell-and-fixed-mode.md` | 页面骨架、组件拆分、FIXED 模式落地 |
+| `phase-wr-2-studio-foundation.md` | STUDIO 模式画布、节点交互、本地编排状态 |
+| `phase-wr-3-data-contract-and-api.md` | 前后端数据契约、API、状态管理与 mock 替换 |
+| `phase-wr-4-teams-runtime-chat-handoff.md` | TEAMS、Runtime、/chat 执行链与联调收口 |
+| `checklist.md` | 供 Codex 或人工执行的勾选清单 |
+
+## 推荐阅读顺序
+
+1. `phase-wr-0-current-state.md`
+2. `phase-wr-1-shell-and-fixed-mode.md`
+3. `phase-wr-2-studio-foundation.md`
+4. `phase-wr-3-data-contract-and-api.md`
+5. `phase-wr-4-teams-runtime-chat-handoff.md`
+6. `checklist.md`
+
+## 当前总体状态（2026-04-10）
+
+| Phase | 状态 | 说明 |
+|------|------|------|
+| WR-0 | 已完成 | 已完成现状盘点与目标拆分 |
+| WR-1 | 待开始 | 先把单文件样机收敛成可扩展页面骨架 |
+| WR-2 | 待开始 | 补 STUDIO 的真实交互和画布状态 |
+| WR-3 | 待开始 | 接入真实数据契约与 API |
+| WR-4 | 待开始 | 完成 TEAMS、Runtime 与 /chat 执行闭环 |
+
+## 当前实现结论
+
+1. `/war-room` 页面已经存在，但本质上仍是静态样机。
+2. 主要数据来自 `index.vue` 内部硬编码数组，尚未接任何 `war-room` 专用 API。
+3. 页面目前额外存在 `runs` 模式，这与已批准 spec 的三模式 `FIXED | STUDIO | TEAMS` 不完全一致。
+4. 当前文件存在中文文案乱码，说明在编码或文案维护链路上已有质量问题。
+5. 页面代码集中在单个 SFC 中，后续接 API、拖拽和 Inspector 交互时维护成本会迅速放大。
+
+## 总体实施原则
+
+1. 先拆骨架再接能力，避免在超大单文件上继续叠加逻辑。
+2. 先保留现有视觉语言，再把 mock 数据逐步替换成真实状态。
+3. 先建立最小可运行的本地编排模型，再接后端编排 API。
+4. `/war-room` 与 `/agents` 保持风格连续，但不强行共用不稳定实现。
+5. `/chat` 执行链路必须在计划中尽早定接口，否则 `运行` 按钮只能长期停留在占位态。
+6. 每一阶段都要求有明确验证物，而不是只交页面视觉变化。
+
+## 阶段依赖图
+
+```text
+WR-0 -> WR-1 -> WR-2 -> WR-3 -> WR-4
+```
+
+不建议跳阶段。尤其是：
+- 没有完成 WR-1 的组件化拆分，WR-2 的画布交互会持续堆积技术债。
+- 没有完成 WR-3 的数据契约，WR-4 的运行态和 `/chat` 交接无法闭环。
+
+## 预估工作量
+
+| Phase | 预估 |
+|------|------|
+| WR-1 | 1.5 天 |
+| WR-2 | 2 天 |
+| WR-3 | 2 天 |
+| WR-4 | 1.5 天 |
+| 总计 | 7 天 |
+
+## 关键风险
+
+1. 现有 `war-room` 样机和批准 spec 在模式定义上已有偏差，实施前需要以 spec 为准清理页面信息架构。
+2. STUDIO 模式若引入拖拽库或画布库，会触发“无新依赖”的约束；默认应优先使用现有能力或原生方案。
+3. `GET /api/agents/templates` 与现有 `agent.py` 路由职责边界需要先定，避免后端语义混乱。
+4. `/chat` 如何接受编排执行上下文目前仍是待确认项，必须在 WR-3 结束前明确。
+

development-doc/plan/war-room-update/checklist.md

@@ -0,0 +1,59 @@
+# War Room 执行清单
+
+## WR-0 现状梳理
+
+- [x] 阅读批准规格文档
+- [x] 盘点现有 `/war-room` 页面
+- [x] 识别与 spec 的主要偏差
+- [x] 在 `development-doc/plan/war-room-update/` 落盘计划文档
+
+## WR-1 页面骨架与 FIXED
+
+- [ ] 移除 `RUNS` 一级模式或降为非一级入口
+- [ ] 拆分 `index.vue`
+- [ ] 新建 `useWarRoomPage.ts`
+- [ ] 新建 `ModeStrip`
+- [ ] 新建 `ResourceBay`
+- [ ] 新建 `InspectorBay`
+- [ ] 新建 `RuntimeStrip`
+- [ ] 新建 `StageFixed`
+- [ ] 修复中文乱码
+- [ ] 完成 FIXED 选中与 Inspector 联动
+- [ ] 完成模板实例化为本地 orchestration 草稿
+
+## WR-2 STUDIO
+
+- [ ] 定义 `FlowNode` / `FlowEdge` / orchestration draft 类型
+- [ ] 新建 `NodePalette`
+- [ ] 新建 `FlowCanvas`
+- [ ] 支持节点新增
+- [ ] 支持节点选择
+- [ ] 支持节点移动
+- [ ] 支持节点删除
+- [ ] 支持连线创建
+- [ ] 支持 Inspector 配置联动
+- [ ] 打通 FIXED -> STUDIO
+
+## WR-3 数据与 API
+
+- [ ] 新建 `frontend/src/api/warRoom.ts`
+- [ ] 设计 Agent Templates API
+- [ ] 设计 Orchestrations API
+- [ ] 设计 Teams API
+- [ ] 新增后端 router / schema / service
+- [ ] 替换首页 mock 数据
+- [ ] 增加加载态 / 空态 / 错误态
+- [ ] 补充前后端测试
+
+## WR-4 闭环与联调
+
+- [ ] 实现 `StageTeams`
+- [ ] 实现 TeamNetwork
+- [ ] Runtime feed 接真实数据
+- [ ] 设计并实现 launch 接口
+- [ ] 打通 `/war-room` -> `/chat`
+- [ ] 清理无效按钮和占位行为
+- [ ] 完成响应式回归
+- [ ] 运行前端测试
+- [ ] 运行后端测试
+- [ ] 手测完整主链路

development-doc/plan/war-room-update/phase-wr-0-current-state.md

@@ -0,0 +1,111 @@
+# WR-0 当前状态与目标边界
+
+## 1. 现状盘点
+
+### 1.1 已有能力
+
+1. 前端已有路由 `frontend/src/app/router/routes.ts -> /war-room`。
+2. 页面主体已存在于 `frontend/src/pages/war-room/index.vue`。
+3. 页面已有较完整的科幻视觉语言：
+   - 顶部指挥栏
+   - 左侧资源面板
+   - 中央主舞台
+   - 右侧 Inspector
+   - 底部 Runtime Strip
+4. 页面已经有四组静态展示数据：
+   - `fixedOps`
+   - `studioNodes`
+   - `teams`
+   - `runFeed`
+
+### 1.2 当前缺口
+
+1. 页面仍是单文件实现，结构、状态、样式全部耦合在一个 SFC 内。
+2. 当前数据全部 hardcoded，没有 Pinia store、没有 composable、没有 API 层。
+3. Inspector 并不真正跟随画布选中项变化。
+4. STUDIO 只是示意图，没有拖拽、连线、缩放、平移、删除等 spec 级交互。
+5. TEAMS 模式只有静态卡片，没有成员拓扑、协作协议详情、操作入口。
+6. Runtime feed 只有静态列表，不反映真实运行记录。
+7. 顶部按钮没有闭环：
+   - `NEW AGENT`
+   - `LAUNCH FLOW`
+8. 文案中存在乱码，说明页面内容还未进入可交付质量线。
+9. 现有页面多出 `RUNS` 模式，与批准 spec 不一致。
+
+## 2. 设计与实现的差距
+
+| 维度 | Spec 要求 | 当前状态 | 结论 |
+|------|-----------|----------|------|
+| 模式数量 | FIXED / STUDIO / TEAMS | fixed / studio / teams / runs | 需要收敛模式定义 |
+| 数据来源 | API + 可持续维护的数据结构 | 本地 mock | 必须抽离 |
+| 组件结构 | WarRoomPage + 子组件 | 单文件 | 必须拆分 |
+| FIXED | 模板浏览与实例化 | 静态卡片 | 可复用现有视觉，但要接真实数据 |
+| STUDIO | 可编排画布 | 仅示意图 | 需要实做交互层 |
+| TEAMS | 群组协作视图 | 静态卡片 | 需要补数据与拓扑 |
+| Runtime | 实时事件滚动 | 静态假数据 | 需要接执行记录 |
+| /chat handoff | 可运行当前编排 | 未落地 | 必须定义接口 |
+
+## 3. 目标边界
+
+本轮计划的目标是把 `/war-room` 做成“可维护、可接真实数据、可触发执行”的页面，而不是一步做完所有高级编排能力。
+
+本轮完成标准：
+1. 页面结构完成组件化和状态分层。
+2. FIXED / STUDIO / TEAMS 三模式与 spec 对齐。
+3. 至少一条最小编排链路可以保存并交给 `/chat` 执行。
+4. Inspector、Runtime、资源面板不再是纯静态展示。
+5. 现有乱码文案清理完成。
+
+本轮不强求：
+1. 完整 BPMN 级流程设计器。
+2. 真正的多人实时协同编辑。
+3. 复杂权限系统。
+4. 高级运行回放或可视化 tracing。
+
+## 4. 建议目标架构
+
+### 4.1 前端
+
+建议拆分为：
+- `frontend/src/pages/war-room/index.vue`
+- `frontend/src/pages/war-room/composables/useWarRoomPage.ts`
+- `frontend/src/pages/war-room/components/ModeStrip.vue`
+- `frontend/src/pages/war-room/components/ResourceBay.vue`
+- `frontend/src/pages/war-room/components/InspectorBay.vue`
+- `frontend/src/pages/war-room/components/RuntimeStrip.vue`
+- `frontend/src/pages/war-room/components/stage-fixed/*`
+- `frontend/src/pages/war-room/components/stage-studio/*`
+- `frontend/src/pages/war-room/components/stage-teams/*`
+- `frontend/src/api/warRoom.ts`
+
+### 4.2 后端
+
+建议按职责拆分：
+- `backend/app/routers/agent.py`
+  - 扩展模板读取接口，或显式挂载模板子路由
+- `backend/app/routers/orchestration.py`
+- `backend/app/routers/team.py`
+- `backend/app/schemas/war_room.py`
+- `backend/app/services/war_room/`
+
+### 4.3 状态
+
+建议建立统一页面状态：
+- 当前模式
+- 资源列表
+- 当前选中项
+- 当前编排图
+- 团队列表
+- 运行态 feed
+- 加载与错误状态
+
+## 5. 前置决策
+
+1. 以批准 spec 为准，移除或降级当前 `RUNS` 模式。
+2. 先不引入新依赖；STUDIO 默认使用原生事件 + SVG 方案。
+3. Agent templates 与 orchestrations 的 API 职责分离，不把所有 war-room 数据都塞进一个接口。
+4. `/chat` 执行链先走最小方案：
+   - 选择当前 orchestration
+   - 生成执行 payload
+   - 跳转 `/chat` 并带上 orchestration id 或 execution context
+

development-doc/plan/war-room-update/phase-wr-1-shell-and-fixed-mode.md

@@ -0,0 +1,82 @@
+# WR-1 页面骨架与 FIXED 模式
+
+## 目标
+
+把当前 `frontend/src/pages/war-room/index.vue` 从静态单文件样机收敛成可扩展页面骨架，并完成 FIXED 模式的真实结构化落地。
+
+## 范围
+
+1. 页面组件化拆分。
+2. 状态从本地散落常量迁移到 composable 或 store。
+3. 统一模式定义，只保留 `fixed / studio / teams`。
+4. FIXED 模式完成模板浏览、选中、详情展示和“实例化到编排”入口。
+5. 清理乱码文案。
+
+## 具体任务
+
+### 1. 拆页面骨架
+
+建议拆分：
+- `index.vue` 只保留页面装配
+- `ModeStrip.vue`
+- `ResourceBay.vue`
+- `InspectorBay.vue`
+- `RuntimeStrip.vue`
+- `StageFixed.vue`
+
+### 2. 抽页面状态
+
+新增 `useWarRoomPage.ts`，集中管理：
+- `activeMode`
+- `selectedResourceId`
+- `selectedEntity`
+- `templateList`
+- `runtimeFeed`
+- 页面级动作方法
+
+### 3. FIXED 模式最小闭环
+
+FIXED 要先支持：
+1. 展示模板列表
+2. 点击模板卡片后 Inspector 更新
+3. `OPEN` 打开详情态
+4. `INSTANTIATE` 将模板转成一份本地 orchestration 草稿
+
+### 4. 样式收敛
+
+1. 保留现有视觉方向，不做大规模重设计。
+2. 把 stage 内部样式拆到子组件可维护范围。
+3. 校正文案乱码，统一中英文策略。
+
+## 建议文件变更
+
+### Frontend
+
+- 新增 `frontend/src/pages/war-room/composables/useWarRoomPage.ts`
+- 新增 `frontend/src/pages/war-room/components/ModeStrip.vue`
+- 新增 `frontend/src/pages/war-room/components/ResourceBay.vue`
+- 新增 `frontend/src/pages/war-room/components/InspectorBay.vue`
+- 新增 `frontend/src/pages/war-room/components/RuntimeStrip.vue`
+- 新增 `frontend/src/pages/war-room/components/stage-fixed/StageFixed.vue`
+- 视情况新增 `frontend/src/pages/war-room/types.ts`
+- 重写 `frontend/src/pages/war-room/index.vue`
+
+## 验收标准
+
+1. `war-room` 页面不再依赖单个超大 SFC。
+2. 页面模式与 spec 对齐，没有额外 `RUNS` 一级模式。
+3. 选中 FIXED 卡片时，Inspector 正确更新。
+4. `INSTANTIATE` 能产生本地 orchestration 草稿状态。
+5. 页面中文文案不再乱码。
+
+## 验证建议
+
+1. 前端单测：
+   - 模式切换
+   - FIXED 卡片选中
+   - instantiate 行为
+2. 页面手测：
+   - `/war-room`
+   - 窄屏布局
+   - Inspector 切换
+

development-doc/plan/war-room-update/phase-wr-2-studio-foundation.md

@@ -0,0 +1,101 @@
+# WR-2 STUDIO 模式基础能力
+
+## 目标
+
+把 STUDIO 从静态示意画布升级为“可编辑的最小编排画布”。
+
+## 范围
+
+1. NodePalette 节点面板
+2. FlowCanvas 本地状态
+3. 节点选中、拖拽、删除
+4. SVG 连线
+5. Inspector 与节点配置联动
+
+## 具体任务
+
+### 1. 节点模型落地
+
+建立前端类型：
+- `FlowNode`
+- `FlowEdge`
+- `FlowHandle`
+- `OrchestrationDraft`
+
+补充最小字段：
+- `id`
+- `type`
+- `label`
+- `role`
+- `position`
+- `config`
+- `status`
+
+### 2. NodePalette
+
+按 spec 至少支持：
+- Trigger
+- Agent
+- Tool
+- Condition
+- Memory
+
+第一版可先做“点击添加到画布”，第二版再补完整拖拽源体验。
+
+### 3. 画布交互
+
+最小要求：
+1. 新增节点
+2. 选择节点
+3. 移动节点
+4. 删除节点
+5. 建立连接
+6. 画布缩放和平移
+
+### 4. Inspector 联动
+
+选中节点后展示：
+- 节点类型
+- 角色/标签
+- 配置摘要
+- 删除/复制/断开操作
+
+### 5. FIXED 到 STUDIO 的桥接
+
+WR-1 里 `INSTANTIATE` 生成的草稿，必须能在 STUDIO 中打开并编辑。
+
+## 建议文件变更
+
+### Frontend
+
+- 新增 `frontend/src/pages/war-room/components/stage-studio/StageStudio.vue`
+- 新增 `frontend/src/pages/war-room/components/stage-studio/NodePalette.vue`
+- 新增 `frontend/src/pages/war-room/components/stage-studio/FlowCanvas.vue`
+- 新增 `frontend/src/pages/war-room/components/stage-studio/StudioNode.vue`
+- 新增 `frontend/src/pages/war-room/components/stage-studio/FlowEdges.vue`
+- 扩展 `useWarRoomPage.ts`
+
+## 验收标准
+
+1. STUDIO 中至少能完成一个最小链路：
+   - Trigger -> Agent -> Condition -> Output
+2. Inspector 会随着选中节点切换。
+3. 删除节点后相关连线同步清理。
+4. 从 FIXED 实例化进入 STUDIO 不丢节点数据。
+
+## 风险与约束
+
+1. 默认不引入新依赖，画布能力优先原生实现。
+2. 若原生方案复杂度失控，再单独评估依赖引入，不在本阶段默认实施。
+
+## 验证建议
+
+1. 交互测试：
+   - 节点新增
+   - 节点删除
+   - 连线创建
+   - Inspector 更新
+2. 手测：
+   - 缩放和平移
+   - 复杂布局下的线条表现
+

development-doc/plan/war-room-update/phase-wr-3-data-contract-and-api.md

@@ -0,0 +1,120 @@
+# WR-3 数据契约与 API 集成
+
+## 目标
+
+把 `war-room` 从本地草稿和 mock 数据过渡到真实数据契约，完成前后端 API、页面状态和测试的基础闭环。
+
+## 范围
+
+1. 设计并实现模板、编排、群组三组接口。
+2. 建立前端 `warRoom.ts` API 层。
+3. 接入 Pinia 或 composable 的异步数据流。
+4. 去除页面核心 mock 数据。
+
+## API 规划
+
+### 1. Agent Templates
+
+优先对齐 spec：
+- `GET /api/agents/templates`
+- `GET /api/agents/templates/:id`
+
+说明：
+- 可以挂在现有 `agent.py`，但只承载模板读取，不混入运行态编辑逻辑。
+
+### 2. Orchestrations
+
+建议新增路由：
+- `GET /api/orchestrations`
+- `POST /api/orchestrations`
+- `PUT /api/orchestrations/:id`
+- `DELETE /api/orchestrations/:id`
+
+### 3. Teams
+
+建议新增路由：
+- `GET /api/teams`
+- `POST /api/teams`
+- `PUT /api/teams/:id`
+- `DELETE /api/teams/:id`
+
+## 数据结构建议
+
+### Frontend / Backend 共识
+
+```ts
+interface AgentTemplate {
+  id: string
+  name: string
+  type: 'schedule' | 'knowledge' | 'bookkeeping' | 'dispatch'
+  kicker: string
+  icon: string
+  tone: 'cyan' | 'amber' | 'green' | 'violet'
+  summary: string
+  stats: string[]
+  flow: string[]
+}
+```
+
+```ts
+interface Orchestration {
+  id: string
+  name: string
+  nodes: FlowNode[]
+  edges: FlowEdge[]
+  source_template_id?: string | null
+  updated_at: string
+}
+```
+
+```ts
+interface TeamSummary {
+  id: string
+  name: string
+  protocol: 'leader-led' | 'pipeline' | 'roundtable'
+  member_count: number
+  focus: string
+}
+```
+
+## 建议文件变更
+
+### Backend
+
+- 新增 `backend/app/routers/orchestration.py`
+- 新增 `backend/app/routers/team.py`
+- 新增 `backend/app/schemas/war_room.py`
+- 视情况新增 `backend/app/services/war_room/`
+- 修改 `backend/app/main.py` 注册路由
+
+### Frontend
+
+- 新增 `frontend/src/api/warRoom.ts`
+- 扩展 `useWarRoomPage.ts`
+- 让 FIXED / STUDIO / TEAMS 从 API 读数据
+
+## 验收标准
+
+1. `/war-room` 首屏不再依赖硬编码模板与团队数据。
+2. orchestration 草稿可以创建、读取、更新。
+3. TEAMS 模式能读取真实列表。
+4. 数据加载、空态、错误态都可见。
+
+## 测试要求
+
+### Backend
+
+- router 单测
+- schema 序列化校验
+- create/update/delete 流程测试
+
+### Frontend
+
+- API mock 测试
+- 页面加载状态测试
+- 保存 orchestration 行为测试
+
+## 前置决策
+
+WR-3 结束前必须明确 `/chat` 接口需要的最小执行 payload，否则 WR-4 无法完成。
+

development-doc/plan/war-room-update/phase-wr-4-teams-runtime-chat-handoff.md

@@ -0,0 +1,89 @@
+# WR-4 TEAMS、Runtime 与 /chat 执行闭环
+
+## 目标
+
+完成 `war-room` 的最后一公里，让页面从“可编辑”升级为“可发起执行并观察结果”。
+
+## 范围
+
+1. TEAMS 模式真实化
+2. Runtime strip 与运行记录联动
+3. 顶部 `运行` 按钮接入 `/chat`
+4. 页面整体联调和回归验证
+
+## 具体任务
+
+### 1. TEAMS 模式
+
+补齐：
+- TeamCard
+- TeamNetwork
+- 协作协议说明
+- 选中群组后的 Inspector 详情
+
+### 2. Runtime Feed
+
+最小要求：
+1. 读取最近执行记录
+2. 显示时间、事件、详情、状态
+3. 与当前 orchestration 或 team 建立过滤关系
+
+### 3. /chat handoff
+
+建议最小方案：
+1. 用户在 `/war-room` 选择当前 orchestration
+2. 点击 `运行`
+3. 前端调用执行准备接口，返回 `execution_context`
+4. 跳转 `/chat`
+5. `/chat` 根据上下文自动加载对应执行任务或预填 prompt
+
+候选接口：
+- `POST /api/orchestrations/:id/launch`
+
+返回建议：
+- `orchestration_id`
+- `execution_id`
+- `chat_seed`
+- `target_route`
+
+### 4. 页面收口
+
+1. 统一顶部按钮行为
+2. 统一空态、错误态和加载态
+3. 完成视觉细节与响应式收口
+4. 去掉临时占位按钮和无效入口
+
+## 建议文件变更
+
+### Frontend
+
+- 新增 `frontend/src/pages/war-room/components/stage-teams/StageTeams.vue`
+- 新增 `frontend/src/pages/war-room/components/stage-teams/TeamCard.vue`
+- 新增 `frontend/src/pages/war-room/components/stage-teams/TeamNetwork.vue`
+- 扩展 `RuntimeStrip.vue`
+- 修改 `/chat` 接收 war-room 上下文的入口逻辑
+
+### Backend
+
+- 扩展 orchestration launch 接口
+- 增加运行记录查询接口或复用现有日志/任务体系
+
+## 验收标准
+
+1. TEAMS 模式展示真实群组数据。
+2. Runtime feed 能展示真实运行记录或最小真实事件流。
+3. 点击 `运行` 可以从 `/war-room` 跳转 `/chat` 并带上执行上下文。
+4. 页面不存在主要占位假按钮。
+
+## 验证建议
+
+1. 后端接口测试：
+   - launch
+   - runtime list
+2. 前端集成测试：
+   - launch 成功跳转
+   - runtime feed 刷新
+3. 手测：
+   - FIXED -> STUDIO -> 保存 -> 运行 -> /chat
+   - TEAMS 选中与 Inspector 联动
+

docs/superpowers/specs/2026-04-09-war-room-design.md

@@ -0,0 +1,372 @@
+# War Room 智能体控制中心 - 设计规范
+
+> 日期：2026-04-09
+> 状态：已批准
+
+## 1. 概述
+
+### 1.1 页面定位
+**智能体控制中心** - JARVIS 的全局智能体管理界面，一目了然展示所有智能体，支持快速创建、编排、群组协作。
+
+### 1.2 核心价值
+- **可视化** - 所有智能体和流程一目了然
+- **可编排** - 拖拽创建智能体工作流
+- **可协作** - 多智能体群组分工配合
+- **可扩展** - 用户可自定义节点和智能体
+
+### 1.3 与 /agents 关系
+- `/agents` 是**单会话级别**的智能体视图（当前会话的 Agent 拓扑）
+- `/war-room` 是**全局级别**的智能体控制中心（全部 Agent 模板和编排）
+- 两者风格统一，war-room 可跳转去 /agents 编辑特定智能体
+
+---
+
+## 2. 技术栈
+
+- **框架**：Vue 3 + TypeScript
+- **状态管理**：Pinia
+- **UI 库**：Element Plus + Lucide Icons
+- **动画**：Vue Motion
+- **样式**：Scoped CSS + CSS Variables
+
+---
+
+## 3. 布局结构
+
+### 3.1 整体布局（三栏式）
+```
+┌──────────────────────────────────────────────────────────────┐
+│  WAR ROOM - 智能体控制中心                    [+ 新建] [▶ 运行]│
+├────────────┬───────────────────────────────┬─────────────────┤
+│            │                               │                 │
+│  资源面板   │        画布区域               │   详情面板       │
+│  MODES     │                               │   INSPECTOR     │
+│            │  [根据模式切换视图]             │                 │
+│  • 固定模板 │                               │  [选中项详情]    │
+│  • 编排画布 │                               │                 │
+│  • 群组协作 │                               │  [操作按钮]      │
+│            │                               │                 │
+├────────────┴───────────────────────────────┴─────────────────┤
+│  RUNTIME FEED - 实时状态滚动                               │
+└──────────────────────────────────────────────────────────────┘
+```
+
+### 3.2 顶部栏（Top Bar）
+- 标题：WAR ROOM - 智能体控制中心
+- 右侧按钮：
+  - `+ 新建` - 新建智能体/编排/群组
+  - `▶ 运行` - 启动当前编排（跳转到 /chat 执行）
+
+### 3.3 左侧资源面板（Resource Bay）
+- **模式切换**：FIXED | STUDIO | TEAMS
+- **快速创建**：
+  - CREATE AGENT
+  - CREATE FLOW
+  - CREATE TEAM
+- **资源列表**（根据模式动态切换）
+
+### 3.4 中央画布（Command Stage）
+根据活跃模式显示不同内容
+
+### 3.5 右侧详情面板（Inspector Bay）
+显示选中项详情和操作按钮
+
+### 3.6 底部运行时面板（Runtime Strip）
+实时事件滚动
+
+---
+
+## 4. 模式详细设计
+
+### 4.1 FIXED 模式 - 固定智能体模板
+
+#### 4.1.1 模板矩阵（2x2 卡片网格）
+| 类型 | 图标 | 颜色 | 描述 |
+|------|------|------|------|
+| 时间管理 | CalendarClock | cyan | 读取日历、任务与提醒，输出全天日程 |
+| 知识管理 | Brain | amber | 聚合知识库、上下文，生成检索与摘要 |
+| 记账财务 | ReceiptText | green | 记录账目、消费分类、生成日报月报 |
+| 任务分发 | CircuitBoard | violet | 待办路由到 Planner/Executor/Researcher |
+
+#### 4.1.2 每个卡片内容
+- **Kicker**：类型标签（TIME / MEMORY / FINANCE / COMMAND）
+- **标题**：智能体名称
+- **摘要**：功能描述
+- **统计**：Agent数量 / 工具数量 / 特性标签
+- **操作**：OPEN（查看详情）| INSTANTIATE（添加到编排画布）
+
+#### 4.1.3 流程示意 Lane
+固定模板下方显示流程链：
+```
+TEMPLATE CORE → PLANNER → KNOWLEDGE → HUMAN GATE → OUTPUT
+```
+
+### 4.2 STUDIO 模式 - 拖拽编排画布
+
+#### 4.2.1 节点类型
+| 类型 | 说明 | 颜色 |
+|------|------|------|
+| Trigger | 触发器（定时/手动/文件）| cyan |
+| Agent | 智能体节点 | amber |
+| Tool | 工具节点 | green |
+| Condition | 条件分支 | violet |
+| Memory | 记忆节点 | cyan |
+
+#### 4.2.2 节点面板（左侧，可折叠）
+```
+├── TRIGGERS
+│   ├── ⏰ 定时触发
+│   ├── 🎯 手动触发
+│   └── 📁 文件触发
+├── AGENTS
+│   ├── 🤖 预置智能体（从固定模板加载）
+│   └── ➕ 自定义智能体
+├── TOOLS
+│   ├── 📅 日历工具
+│   ├── 💰 记账工具
+│   └── 📚 知识库工具
+├── CONDITIONS
+│   ├── 🔀 条件分支
+│   └── ⏳ 延时节点
+└── MEMORY
+    ├── 🧠 共享记忆
+    └── 📝 上下文
+```
+
+#### 4.2.3 画布交互
+- **拖拽**：从面板拖拽节点到画布
+- **连接**：点击节点边缘锚点，拖拽到另一节点建立连线
+- **选择**：点击节点打开右侧 Inspector
+- **删除**：选中节点按 Delete 或右键菜单
+- **缩放**：滚轮缩放画布
+- **平移**：空白区域拖拽平移
+
+#### 4.2.4 节点样式（沿用 /agents 风格）
+- 四角装饰线
+- 状态指示灯（active/idle/disabled）
+- 节点标签、名称、角色
+- 描述文字
+- 任务标签（当前执行中任务）
+
+#### 4.2.5 SVG 连接线
+- 贝塞尔曲线连接
+- 虚线流动动画
+- 高亮激活状态
+
+### 4.3 TEAMS 模式 - 多智能体群组
+
+#### 4.3.1 群组卡片
+每个群组显示：
+- **群组名称**：如 OPS-ALPHA、LEDGER-NET
+- **协作协议**：Leader-led / Pipeline / Roundtable
+- **成员数**：N members
+- **专注领域**：时间与任务编排 / 账目录入与日报 / 知识聚合与检索
+
+#### 4.3.2 成员拓扑图
+群组卡片内显示成员节点网络：
+```
+    LEADER
+    /    \
+AGENT    AGENT
+    \    /
+    GATE(人机确认)
+```
+
+#### 4.3.3 协作协议
+| 协议 | 说明 |
+|------|------|
+| Leader-led | 一个领导 Agent 协调，其他执行 |
+| Pipeline | 按顺序处理，上游输出下游输入 |
+| Roundtable | 平等协作，投票或共识决策 |
+
+---
+
+## 5. 组件清单
+
+### 5.1 WarRoomPage（主页面）
+- 整体布局管理
+- 模式状态
+- 主题样式（沿用 /agents 科幻风格）
+
+### 5.2 ModeStrip（模式切换条）
+- 三个模式按钮：FIXED | STUDIO | TEAMS
+- 当前模式高亮
+
+### 5.3 ResourceBay（资源面板）
+- 快速创建按钮组
+- 资源列表（动态）
+- 底部统计
+
+### 5.4 CommandStage（中央画布）
+- 动态组件切换
+- StageFixed / StageStudio / StageTeams
+
+### 5.5 StageFixed（固定模板视图）
+- OpsGrid（2x2 卡片网格）
+- OpsLane（流程示意）
+
+### 5.6 StageStudio（编排画布）
+- NodePalette（节点面板）
+- FlowCanvas（拖拽画布）
+- StudioNodes（节点组件）
+- SVG 连接线
+
+### 5.7 StageTeams（群组视图）
+- TeamsGrid（群组卡片网格）
+- TeamNetwork（群组拓扑）
+
+### 5.8 InspectorBay（详情面板）
+- 动态详情显示
+- 操作按钮组
+
+### 5.9 RuntimeStrip（运行时面板）
+- 事件滚动列表
+
+---
+
+## 6. 数据结构
+
+### 6.1 智能体模板
+```typescript
+interface AgentTemplate {
+  id: string
+  name: string
+  type: 'schedule' | 'knowledge' | 'bookkeeping' | 'dispatch'
+  kicker: string
+  icon: string
+  tone: 'cyan' | 'amber' | 'green' | 'violet'
+  summary: string
+  stats: string[]
+  flow: string[] // 流程节点
+}
+```
+
+### 6.2 编排节点
+```typescript
+interface FlowNode {
+  id: string
+  type: 'trigger' | 'agent' | 'tool' | 'condition' | 'memory'
+  label: string
+  role: string
+  position: { x: number, y: number }
+  config: Record<string, any>
+}
+```
+
+### 6.3 连接线
+```typescript
+interface FlowEdge {
+  id: string
+  source: string
+  target: string
+  sourceHandle?: string
+  targetHandle?: string
+}
+```
+
+### 6.4 群组
+```typescript
+interface Team {
+  id: string
+  name: string
+  protocol: 'leader-led' | 'pipeline' | 'roundtable'
+  members: TeamMember[]
+  focus: string
+}
+```
+
+---
+
+## 7. 样式规范
+
+### 7.1 色彩系统（沿用 /agents）
+```css
+--accent-cyan: #00f5d4;
+--accent-amber: #f9a825;
+--accent-green: #00c853;
+--accent-violet: #be9fff;
+--bg-void: #050810;
+--bg-card: #0d1525;
+--border-mid: rgba(0, 245, 212, 0.15);
+--text-primary: #e8ffff;
+--text-secondary: #8fe4ff;
+--text-dim: #4a6670;
+```
+
+### 7.2 字体
+```css
+--font-display: 'Orbitron', monospace;
+--font-mono: 'JetBrains Mono', 'Share Tech Mono', monospace;
+```
+
+### 7.3 节点样式
+- 四角装饰线（10px 角落）
+- 状态环动画（active 时脉冲）
+- 悬浮高亮效果
+- 选中态边框发光
+
+### 7.4 背景效果
+- 网格背景（40px 间隔）
+- 扫描线效果
+- 粒子漂浮动画
+
+---
+
+## 8. API 接口
+
+### 8.1 智能体模板
+- `GET /api/agents/templates` - 获取预置模板列表
+- `GET /api/agents/templates/:id` - 获取模板详情
+
+### 8.2 编排
+- `GET /api/orchestrations` - 获取编排列表
+- `POST /api/orchestrations` - 创建编排
+- `PUT /api/orchestrations/:id` - 更新编排
+- `DELETE /api/orchestrations/:id` - 删除编排
+
+### 8.3 群组
+- `GET /api/teams` - 获取群组列表
+- `POST /api/teams` - 创建群组
+- `PUT /api/teams/:id` - 更新群组
+- `DELETE /api/teams/:id` - 删除群组
+
+---
+
+## 9. 实现优先级
+
+### Phase 1 - 基础框架
+1. WarRoomPage 主布局
+2. ModeStrip 模式切换
+3. ResourceBay 资源面板（基础）
+4. RuntimeStrip 运行时面板（基础）
+
+### Phase 2 - FIXED 模式
+5. StageFixed 固定模板视图
+6. OpsGrid 卡片组件
+7. InspectorBay 详情面板
+8. 模板数据 + API 集成
+
+### Phase 3 - STUDIO 模式
+9. NodePalette 节点面板
+10. FlowCanvas 拖拽画布
+11. SVG 连接线
+12. 节点配置抽屉
+13. 编排 API 集成
+
+### Phase 4 - TEAMS 模式
+14. StageTeams 群组视图
+15. TeamCard 群组卡片
+16. 群组 API 集成
+
+---
+
+## 10. 待确认事项
+
+- [ ] 节点面板的具体节点列表
+- [ ] 智能体模板的详细配置项
+- [ ] 群组成员的角色定义
+- [ ] 编排的执行逻辑（如何传递给 /chat 执行）
+
+---
+
+*本设计规范为 JARVIS War Room 页面的完整设计指南。*

frontend/package-lock.json

@@ -15,6 +15,7 @@
         "element-plus": "^2.13.6",
         "lucide-vue-next": "^0.577.0",
         "motion": "^12.38.0",
+        "phaser": "^3.90.0",
         "pinia": "^3.0.4",
         "three": "^0.180.0",
         "vue": "^3.5.30",
@@ -1963,6 +1964,12 @@
       "integrity": "sha512-Rfkk/Mp/DL7JVje3u18FxFujQlTNR2q6QfMSMB7AvCBx91NGj/ba3kCfza0f6dVDbw7YlRf/nDrn7pQrCCyQ/w==",
       "license": "MIT"
     },
+    "node_modules/eventemitter3": {
+      "version": "5.0.4",
+      "resolved": "https://registry.npmjs.org/eventemitter3/-/eventemitter3-5.0.4.tgz",
+      "integrity": "sha512-mlsTRyGaPBjPedk6Bvw+aqbsXDtoAyAzm5MO7JgU+yVRyMQ5O8bD4Kcci7BS85f93veegeCPkL8R4GLClnjLFw==",
+      "license": "MIT"
+    },
     "node_modules/expect-type": {
       "version": "1.3.0",
       "resolved": "https://registry.npmmirror.com/expect-type/-/expect-type-1.3.0.tgz",
@@ -3028,6 +3035,15 @@
       "integrity": "sha512-xCy9V055GLEqoFaHoC1SoLIaLmWctgCUaBaWxDZ7/Zx4CTyX7cJQLJOok/orfjZAh9kEYpjJa4d0KcJmCbctZA==",
       "license": "MIT"
     },
+    "node_modules/phaser": {
+      "version": "3.90.0",
+      "resolved": "https://registry.npmjs.org/phaser/-/phaser-3.90.0.tgz",
+      "integrity": "sha512-/cziz/5ZIn02uDkC9RzN8VF9x3Gs3XdFFf9nkiMEQT3p7hQlWuyjy4QWosU802qqno2YSLn2BfqwOKLv/sSVfQ==",
+      "license": "MIT",
+      "dependencies": {
+        "eventemitter3": "^5.0.1"
+      }
+    },
     "node_modules/picocolors": {
       "version": "1.1.1",
       "resolved": "https://registry.npmmirror.com/picocolors/-/picocolors-1.1.1.tgz",

frontend/package.json

@@ -17,6 +17,7 @@
     "element-plus": "^2.13.6",
     "lucide-vue-next": "^0.577.0",
     "motion": "^12.38.0",
+    "phaser": "^3.90.0",
     "pinia": "^3.0.4",
     "three": "^0.180.0",
     "vue": "^3.5.30",

frontend/prototypes/pixel-command-cabin-demo/README.md

@@ -0,0 +1,21 @@
+# Pixel Command Cabin Demo
+
+独立于 JARVIS 主应用的 Phaser 原型。
+
+目标：
+- 先验证“像素办公室 / 指挥作战室”方向是否成立
+- 不接业务接口
+- 先看空间感、状态切换、agent 行走和底部控制条
+
+启动方式：
+
+```powershell
+cd E:\Code\Python\Projects\Jarvis\frontend\prototypes\pixel-command-cabin-demo
+python -m http.server 4317
+```
+
+打开：
+
+```text
+http://127.0.0.1:4317
+```

frontend/prototypes/pixel-command-cabin-demo/assets/kenney_ui_pack_scifi/License.txt

@@ -0,0 +1,22 @@
+	
+
+	UI Pack: Sci-fi (2.0)
+
+	Created/distributed by Kenney (www.kenney.nl)
+	Creation date: 19-08-2024
+
+			------------------------------
+
+	License: (Creative Commons Zero, CC0)
+	http://creativecommons.org/publicdomain/zero/1.0/
+
+	This content is free to use in personal, educational and commercial projects.
+
+	Support us by crediting Kenney or www.kenney.nl (this is not mandatory)
+
+			------------------------------
+
+	Donate:   http://support.kenney.nl
+	Patreon:  http://patreon.com/kenney/
+
+	Follow on Twitter for updates: