# Agent Chat Gap Closure Implementation Plan

> **For Claude:** REQUIRED SUB-SKILL: Use superpowers:executing-plans to implement this plan task-by-task.

**Goal:** 按未完成 Task 顺序补齐 Agent Chat Core 缺口，形成可运行、可测试、可审计的后端链路。

**Architecture:** 复用已完成的数据层与路由骨架，在 `core/agent_chat` 补齐编排、成本与多模态能力，并通过 `v1/agent_chat/service.py` 统一持久化与事件顺序。全流程以 `session.id + messages.seq` 作为一致性锚点，保证事件输出与落库一致。

**Tech Stack:** FastAPI, SQLAlchemy, Pydantic, pytest, CrewAI, AG-UI adapter, DashScope SDK, Supabase Storage。

---

### Task 1: 补齐 Spike 结论文档

**Files:**
- Create: `docs/plans/2026-02-25-agent-chat-crewai-ag-ui-spike-notes.md`

**Step 1: 写失败校验（文档存在性）**

```bash
test -f docs/plans/2026-02-25-agent-chat-crewai-ag-ui-spike-notes.md
```

**Step 2: 运行并确认失败**

Run: `test -f docs/plans/2026-02-25-agent-chat-crewai-ag-ui-spike-notes.md`
Expected: non-zero exit code。

**Step 3: 写最小文档实现**

```markdown
- CrewAI 版本探测结论
- AG-UI 官方 CrewAI 集成可用性结论
- DashScope FunASR usage 字段策略
- 不可用时的最小兜底映射策略
```

**Step 4: 运行并确认通过**

Run: `test -f docs/plans/2026-02-25-agent-chat-crewai-ag-ui-spike-notes.md`
Expected: zero exit code。

### Task 5: 补齐编排与成本追踪

**Files:**
- Create: `backend/src/core/agent_chat/events.py`
- Create: `backend/src/core/agent_chat/cost_tracker.py`
- Create: `backend/src/core/agent_chat/orchestrator.py`
- Test: `backend/tests/unit/core/agent_chat/test_cost_tracker.py`
- Test: `backend/tests/unit/core/agent_chat/test_orchestrator_pipeline.py`

**Step 1: 写失败测试**

```python
def test_normalize_usage_and_cost_aggregation():
    assert False


def test_orchestrator_runs_three_stages_in_order():
    assert False
```

**Step 2: 运行并确认失败**

Run: `PYTHONPATH=backend/src uv run pytest backend/tests/unit/core/agent_chat/test_cost_tracker.py backend/tests/unit/core/agent_chat/test_orchestrator_pipeline.py -v`
Expected: FAIL。

**Step 3: 写最小实现**

```python
class CostTracker:
    def add_usage(self, usage: dict) -> None: ...
    def total(self) -> dict: ...


class AgentChatOrchestrator:
    async def run(self, command):
        # intent -> execution -> organization
        ...
```

**Step 4: 运行并确认通过**

Run: `PYTHONPATH=backend/src uv run pytest backend/tests/unit/core/agent_chat/test_cost_tracker.py backend/tests/unit/core/agent_chat/test_orchestrator_pipeline.py -v`
Expected: PASS。

### Task 6: 补齐 AG-UI 适配层缺口

**Files:**
- Create: `backend/src/core/agent_chat/agui_adapter.py`
- Modify: `backend/src/core/agent_chat/event_bridge.py`
- Modify: `backend/src/v1/agent_chat/service.py`
- Test: `backend/tests/unit/core/agent_chat/test_agui_adapter.py`
- Test: `backend/tests/integration/test_agent_chat_event_persistence.py`

**Step 1: 写失败测试**

```python
def test_agui_adapter_maps_internal_events_to_protocol_events():
    assert False
```

**Step 2: 运行并确认失败**

Run: `PYTHONPATH=backend/src uv run pytest backend/tests/unit/core/agent_chat/test_agui_adapter.py backend/tests/integration/test_agent_chat_event_persistence.py -v`
Expected: FAIL。

**Step 3: 写最小实现**

```python
class AguiAdapter:
    def to_command(self, request): ...
    def to_protocol_event(self, event): ...
```

**Step 4: 运行并确认通过**

Run: `PYTHONPATH=backend/src uv run pytest backend/tests/unit/core/agent_chat/test_agui_adapter.py backend/tests/integration/test_agent_chat_event_persistence.py -v`
Expected: PASS。

### Task 7: 补齐多模态输入编排

**Files:**
- Create: `backend/src/core/agent_chat/multimodal.py`
- Modify: `backend/src/core/agent_chat/storage_adapter.py`
- Modify: `backend/src/core/agent_chat/tools/asr_fun_asr.py`
- Test: `backend/tests/unit/core/agent_chat/test_multimodal.py`

**Step 1: 写失败测试**

```python
def test_multimodal_validates_and_builds_attachment_context():
    assert False
```

**Step 2: 运行并确认失败**

Run: `PYTHONPATH=backend/src uv run pytest backend/tests/unit/core/agent_chat/test_multimodal.py -v`
Expected: FAIL。

**Step 3: 写最小实现**

```python
class MultimodalProcessor:
    async def build_context(self, attachments): ...
```

**Step 4: 运行并确认通过**

Run: `PYTHONPATH=backend/src uv run pytest backend/tests/unit/core/agent_chat/test_multimodal.py backend/tests/unit/core/agent_chat/test_storage_adapter.py backend/tests/unit/core/agent_chat/test_asr_fun_asr_tool.py -v`
Expected: PASS。

### Task 8: 补齐会话审计与 recent 规则

**Files:**
- Modify: `backend/src/v1/agent_chat/service.py`
- Modify: `backend/src/v1/agent_chat/router.py`
- Test: `backend/tests/unit/core/agent_chat/test_session_title_strategy.py`
- Test: `backend/tests/integration/test_agent_chat_session_recent_selection.py`
- Test: `backend/tests/integration/test_agent_chat_session_persistence.py`

**Step 1: 写失败测试**

```python
def test_title_generated_from_first_user_message():
    assert False


def test_recent_session_selected_by_last_activity_at_desc():
    assert False
```

**Step 2: 运行并确认失败**

Run: `PYTHONPATH=backend/src uv run pytest backend/tests/unit/core/agent_chat/test_session_title_strategy.py backend/tests/integration/test_agent_chat_session_recent_selection.py backend/tests/integration/test_agent_chat_session_persistence.py -v`
Expected: FAIL。

**Step 3: 写最小实现**

```python
def build_session_title(first_message: str) -> str: ...
```

**Step 4: 运行并确认通过**

Run: `PYTHONPATH=backend/src uv run pytest backend/tests/unit/core/agent_chat/test_session_title_strategy.py backend/tests/integration/test_agent_chat_session_recent_selection.py backend/tests/integration/test_agent_chat_session_persistence.py -v`
Expected: PASS。

### Task 9: 补齐 E2E 与运行文档闭环

**Files:**
- Create: `backend/tests/e2e/test_agent_chat_flow.py`
- Create: `backend/tests/e2e/test_agent_chat_recent_session_home.py`
- Modify: `docs/runtime/runtime-runbook.md`

**Step 1: 写失败 E2E 用例**

```python
def test_agent_chat_text_image_audio_document_flow():
    assert False
```

**Step 2: 运行并确认失败**

Run: `PYTHONPATH=backend/src uv run pytest backend/tests/e2e/test_agent_chat_flow.py -v`
Expected: FAIL。

**Step 3: 写最小实现与文档补充**

```markdown
- bootstrap gate 执行顺序
- agent_chat 验证命令
```

**Step 4: 全量验证**

Run: `make runtime-bootstrap-gate`
Expected: bootstrap 通过。

Run: `PYTHONPATH=backend/src uv run pytest backend/tests/unit/core/agent_chat -v`
Expected: PASS。

Run: `PYTHONPATH=backend/src uv run pytest backend/tests/integration -k agent_chat -v`
Expected: PASS。

Run: `PYTHONPATH=backend/src uv run pytest backend/tests/e2e/test_agent_chat_flow.py backend/tests/e2e/test_agent_chat_recent_session_home.py -v`
Expected: PASS。

Run: `PYTHONPATH=backend/src uv run pip check`
Expected: no broken requirements。