diff --git a/.awoooi-agent-rules.md b/.awoooi-agent-rules.md
index 9bd4dcd4..6269c6ed 100644
--- a/.awoooi-agent-rules.md
+++ b/.awoooi-agent-rules.md
@@ -218,7 +218,7 @@ const API_KEY = process.env.API_KEY
 | **機械爪藍** | `#4A90D9` (claw-blue) | AI 核心 LED 發光色 |
 | **思維紫** | `#8B5CF6` (status-thinking) | AI 思考狀態專用 |
 
-#### ClawBot 視覺規範
+#### OpenClaw 視覺規範
 
 ```tsx
 // 機械爪面板 - 3D 骨架風格
@@ -312,7 +312,7 @@ import { Eye, Sparkles } from 'lucide-react'
 |-----|------|------|
 | **192.168.0.110** | DevOps 金庫 | Harbor:5000 (`awoooi/` Project), GH Runner (`awoooi-runner`) |
 | **192.168.0.112** | Kali Security | Scanner API:8080 (Header 區分: `X-Source: awoooi`) |
-| **192.168.0.188** | AI+Web 中心 | Nginx SSL, Ollama:11434, **ClawBot:8089**, **SigNoz:3301 (OTEL 收集器)** |
+| **192.168.0.188** | AI+Web 中心 | Nginx SSL, Ollama:11434, **OpenClaw:8089**, **SigNoz:3301 (OTEL 收集器)** |
 | **192.168.0.120** | K3s Master | **awoooi-prod (API:32334, Frontend:32335)** ⚠️ 唯一部署目標 |
 | **192.168.0.121** | K3s Worker | HA 備援 |
 
@@ -320,7 +320,7 @@ import { Eye, Sparkles } from 'lucide-react'
 
 > ⚠️ **絕對禁令**: 禁止部署 UAT 環境，僅使用 Prod (32334/32335)
 
-| 環境 | Frontend | API | ClawBot | 狀態 |
+| 環境 | Frontend | API | OpenClaw | 狀態 |
 |------|----------|-----|---------|------|
 | **AWOOOI Prod** | **32335** | **32334** | 8089 | ✅ 唯一部署目標 |
 | ~~AWOOOI UAT~~ | ~~32235~~ | ~~32234~~ | - | ❌ **已廢除** |
@@ -531,7 +531,7 @@ scp awoooi.wooo.work.conf root@192.168.0.188:/etc/nginx/
 
 此操作將：
 - 向 Webhook API 發送模擬告警
-- 觸發 ClawBot AI 分析
+- 觸發 OpenClaw AI 分析
 - 建立一筆待簽核卡片
 
 統帥，是否授權執行？ [Y/n]
@@ -786,6 +786,62 @@ qaCheck()
 
 ---
 
+## 🧠 架構溯源義務 (Architecture Traceability)
+
+> **2026-03-23 新增 (ADR-008)**: 模組化開發必須具備跨模組架構記憶
+
+### 條款 17：跨模組溯源義務
+
+**在修改任何 `packages/` 下的核心積木前，AI 必須先讀取以下檔案：**
+
+| 檔案 | 用途 |
+|------|------|
+| `docs/adr/` | 架構決策記錄 (ADR) |
+| `docs/api/api-contract.yaml` | API 通訊契約 |
+| `docs/ARCHITECTURE_MEMORY.md` | 模組地圖索引 |
+
+**確保新代碼與既有模組通訊契約相容。**
+
+### 條款 18：自動化 ADR 更新
+
+**當新增獨立模組或重大 API 變更時，AI 必須主動產出 ADR：**
+
+```markdown
+# ADR-XXX: [決策標題]
+
+**狀態**: 已批准/提議中
+**日期**: YYYY-MM-DD
+
+## 背景
+[為什麼需要這個決策]
+
+## 決策
+[採用的方案]
+
+## 後果
+[優缺點分析]
+```
+
+### 條款 19：模組註冊義務
+
+**新增積木後，必須在 `docs/ARCHITECTURE_MEMORY.md` 登記：**
+
+- 模組名稱與職責
+- 對外介面 (ABC/API)
+- 關聯 ADR 編號
+
+### 條款 20：接口防撞檢查
+
+**執行 `pnpm build` 或 `pip install` 前，必須先確認模組間無命名衝突：**
+
+```bash
+# 檢查 Python 模組是否可引用
+python -c "from lewooogo_brain.interfaces import IProposalEngine; print('OK')"
+python -c "from lewooogo_data.interfaces import IMemoryProvider; print('OK')"
+```
+
+---
+
 ## 🏗️ 專案結構
 
 ```
@@ -795,13 +851,9 @@ awoooi/
 │   ├── web/                  # Next.js 前端
 │   └── api/                  # FastAPI BFF Gateway
 ├── packages/
-│   ├── lewooogo-core/        # 核心引擎
-│   ├── lewooogo-input/       # INPUT 積木
-│   ├── lewooogo-brain/       # BRAIN 積木
-│   ├── lewooogo-output/      # OUTPUT 積木
-│   ├── lewooogo-action/      # ACTION 積木
-│   ├── lewooogo-data/        # DATA 積木
-│   └── lewooogo-ui/          # UI 積木
+│   ├── lewooogo-core/        # 核心引擎 (TS)
+│   ├── lewooogo-brain/       # BRAIN 積木 (Python) ← ADR-008
+│   ├── lewooogo-data/        # DATA 積木 (Python) ← ADR-008
 ├── docs/
 │   ├── adr/                  # 架構決策記錄
 │   └── api/                  # OpenAPI 規格
diff --git a/apps/api/src/core/config.py b/apps/api/src/core/config.py
index d3ec6c78..8be384b2 100644
--- a/apps/api/src/core/config.py
+++ b/apps/api/src/core/config.py
@@ -105,8 +105,8 @@ class Settings(BaseSettings):
     )
     # Deprecated: use OPENCLAW_URL instead
     CLAWBOT_URL: str = Field(
-        default="http://192.168.0.188:8088",  # 🔧 修正: ClawBot 實際 port 是 8088
-        description="[Deprecated] ClawBot URL - use OPENCLAW_URL",
+        default="http://192.168.0.188:8088",  # 🔧 修正: OpenClaw 實際 port 是 8088
+        description="[Deprecated] Legacy ClawBot URL - use OPENCLAW_URL",
     )
     KALI_SCANNER_URL: str = Field(
         default="http://192.168.0.112:8080",
diff --git a/apps/web/tailwind.config.ts b/apps/web/tailwind.config.ts
index 17c80626..29cecb7e 100644
--- a/apps/web/tailwind.config.ts
+++ b/apps/web/tailwind.config.ts
@@ -37,7 +37,7 @@ const config: Config = {
           critical: '#FF3300',    // 橘紅 - 嚴重
           idle: '#A3A3A3',        // 灰色 - 閒置
         },
-        // 智慧之眼 - ClawBot 品牌藍
+        // 智慧之眼 - OpenClaw 品牌藍
         claw: {
           blue: '#4A90D9',        // 智慧之眼核心藍
           'blue-light': '#6BA3E0', // 淺藍光暈
diff --git a/docs/api/openapi.yaml b/docs/api/openapi.yaml
new file mode 100644
index 00000000..a46eebb0
--- /dev/null
+++ b/docs/api/openapi.yaml
@@ -0,0 +1,1755 @@
+openapi: 3.1.0
+info:
+  title: AWOOOI API
+  description: AWOOOI 智能運維平台 API - 由 leWOOOgo Engine 驅動
+  version: 1.0.0
+paths:
+  /api/v1/health:
+    get:
+      tags:
+      - Health
+      summary: Get Health
+      description: 'Full health check with real component probes
+
+
+        Performs async health checks on all external dependencies:
+
+        - PostgreSQL: Primary database
+
+        - Redis: Cache layer
+
+        - Ollama: Local LLM service
+
+        - OpenClaw: AI Agent service
+
+        - SigNoz: Observability platform
+
+
+        Returns overall system status based on component health.'
+      operationId: get_health_api_v1_health_get
+      responses:
+        '200':
+          description: Successful Response
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/HealthResponse'
+  /api/v1/health/ready:
+    get:
+      tags:
+      - Health
+      summary: Get Readiness
+      description: 'K8s readinessProbe
+
+
+        Returns 200 when the service is ready to accept traffic.
+
+        Lightweight check - doesn''t probe external services.'
+      operationId: get_readiness_api_v1_health_ready_get
+      responses:
+        '200':
+          description: Successful Response
+          content:
+            application/json:
+              schema:
+                additionalProperties:
+                  type: string
+                type: object
+                title: Response Get Readiness Api V1 Health Ready Get
+  /api/v1/health/live:
+    get:
+      tags:
+      - Health
+      summary: Get Liveness
+      description: 'K8s livenessProbe
+
+
+        Returns 200 when the service is alive.
+
+        Used by K8s to determine if pod needs restart.'
+      operationId: get_liveness_api_v1_health_live_get
+      responses:
+        '200':
+          description: Successful Response
+          content:
+            application/json:
+              schema:
+                additionalProperties:
+                  type: string
+                type: object
+                title: Response Get Liveness Api V1 Health Live Get
+  /api/v1/dashboard:
+    get:
+      tags:
+      - Dashboard
+      summary: Get Dashboard
+      description: 'Get aggregated dashboard data
+
+
+        Fetches status from all four hosts using asyncio.gather.
+
+        Returns CPU/Memory metrics when MOCK_MODE is enabled.'
+      operationId: get_dashboard_api_v1_dashboard_get
+      responses:
+        '200':
+          description: Successful Response
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/DashboardResponse'
+  /api/v1/dashboard/stream:
+    get:
+      tags:
+      - Dashboard
+      summary: Stream Dashboard
+      description: "SSE real-time dashboard updates\n\nEnterprise-grade SSE implementation\
+        \ with:\n- Automatic disconnect detection\n- Resource cleanup on disconnect\n\
+        - Heartbeat mechanism (every 15s)\n- Backpressure handling\n\nClient Usage\
+        \ (JavaScript):\n```javascript\nconst es = new EventSource('/api/v1/dashboard/stream');\n\
+        es.addEventListener('host_update', (e) => {\n    const data = JSON.parse(e.data);\n\
+        \    console.log('Host update:', data);\n});\nes.addEventListener('heartbeat',\
+        \ (e) => {\n    console.log('Heartbeat received');\n});\nes.onerror = (e)\
+        \ => {\n    console.log('Connection lost, reconnecting...');\n};\n```\n\n\
+        Disconnect Detection:\n- When browser closes or navigates away\n- When network\
+        \ connection is lost\n- When client calls es.close()\n\nThe server automatically\
+        \ detects disconnection via:\n1. asyncio.CancelledError on generator exit\n\
+        2. Heartbeat timeout detection\n3. Queue full backpressure"
+      operationId: stream_dashboard_api_v1_dashboard_stream_get
+      responses:
+        '200':
+          description: Successful Response
+          content:
+            application/json:
+              schema: {}
+  /api/v1/dashboard/hosts:
+    get:
+      tags:
+      - Dashboard
+      summary: Get Hosts
+      description: 'Get four-host architecture status
+
+
+        Returns the configured four-host IPs and their roles.'
+      operationId: get_hosts_api_v1_dashboard_hosts_get
+      responses:
+        '200':
+          description: Successful Response
+          content:
+            application/json:
+              schema:
+                additionalProperties: true
+                type: object
+                title: Response Get Hosts Api V1 Dashboard Hosts Get
+  /api/v1/dashboard/stream/clients:
+    get:
+      tags:
+      - Dashboard
+      summary: Get Stream Clients
+      description: Get current SSE client count (debug endpoint)
+      operationId: get_stream_clients_api_v1_dashboard_stream_clients_get
+      responses:
+        '200':
+          description: Successful Response
+          content:
+            application/json:
+              schema:
+                additionalProperties: true
+                type: object
+                title: Response Get Stream Clients Api V1 Dashboard Stream Clients
+                  Get
+  /api/v1/dashboard/snapshot:
+    get:
+      tags:
+      - Dashboard
+      summary: Get Dashboard Snapshot
+      description: 'Full dashboard snapshot for SSE hydration
+
+
+        Client workflow:
+
+        1. Connect to /dashboard/stream (SSE)
+
+        2. Immediately fetch /dashboard/snapshot
+
+        3. Apply snapshot as initial state
+
+        4. Process SSE events for incremental updates
+
+
+        This ensures no alerts are missed during connection setup.'
+      operationId: get_dashboard_snapshot_api_v1_dashboard_snapshot_get
+      responses:
+        '200':
+          description: Successful Response
+          content:
+            application/json:
+              schema:
+                additionalProperties: true
+                type: object
+                title: Response Get Dashboard Snapshot Api V1 Dashboard Snapshot Get
+  /api/v1/approvals/k8s-test:
+    get:
+      tags:
+      - HITL Approvals
+      - HITL Approvals
+      summary: 測試 K8s 連線
+      description: 連接 K3s 叢集並列出所有 Namespace。用於驗證 kubeconfig 設定。
+      operationId: test_k8s_connection_api_v1_approvals_k8s_test_get
+      responses:
+        '200':
+          description: Successful Response
+          content:
+            application/json:
+              schema:
+                additionalProperties: true
+                type: object
+                title: Response Test K8S Connection Api V1 Approvals K8S Test Get
+  /api/v1/approvals/pending:
+    get:
+      tags:
+      - HITL Approvals
+      - HITL Approvals
+      summary: 取得待簽核清單
+      description: 獲取所有等待簽核的授權請求，供戰情室前端渲染。
+      operationId: get_pending_approvals_api_v1_approvals_pending_get
+      responses:
+        '200':
+          description: Successful Response
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/PendingApprovalsResponse'
+  /api/v1/approvals:
+    post:
+      tags:
+      - HITL Approvals
+      - HITL Approvals
+      summary: 建立授權請求
+      description: 建立新的 HITL 授權請求。LOW 風險自動批准，MEDIUM/CRITICAL 需要簽核。
+      operationId: create_approval_api_v1_approvals_post
+      requestBody:
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/ApprovalRequestCreate'
+        required: true
+      responses:
+        '201':
+          description: Successful Response
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ApprovalRequestResponse'
+        '422':
+          description: Validation Error
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/HTTPValidationError'
+  /api/v1/approvals/{approval_id}/sign:
+    post:
+      tags:
+      - HITL Approvals
+      - HITL Approvals
+      summary: 簽核授權請求
+      description: 提交簽核。當滿足所需簽核數時，狀態轉為 APPROVED 並觸發背景執行。
+      operationId: sign_approval_api_v1_approvals__approval_id__sign_post
+      parameters:
+      - name: approval_id
+        in: path
+        required: true
+        schema:
+          type: string
+          format: uuid
+          title: Approval Id
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/SignRequest'
+      responses:
+        '200':
+          description: Successful Response
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/SignResponse'
+        '422':
+          description: Validation Error
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/HTTPValidationError'
+  /api/v1/approvals/{approval_id}/reject:
+    post:
+      tags:
+      - HITL Approvals
+      - HITL Approvals
+      summary: 拒絕授權請求
+      description: 拒絕並終止授權請求。狀態轉為 REJECTED。
+      operationId: reject_approval_api_v1_approvals__approval_id__reject_post
+      parameters:
+      - name: approval_id
+        in: path
+        required: true
+        schema:
+          type: string
+          format: uuid
+          title: Approval Id
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/RejectRequest'
+      responses:
+        '200':
+          description: Successful Response
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ApprovalRequestResponse'
+        '422':
+          description: Validation Error
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/HTTPValidationError'
+  /api/v1/ai/analyze-and-propose:
+    post:
+      tags:
+      - AI Decision
+      - AI Decision
+      summary: AI 分析並自動立案
+      description: 拉取當前監控數據，交給 OpenClaw 分析。若判定需要修復，自動建立 ApprovalRecord。
+      operationId: analyze_and_propose_api_v1_ai_analyze_and_propose_post
+      requestBody:
+        content:
+          application/json:
+            schema:
+              anyOf:
+              - $ref: '#/components/schemas/OpenClawAnalysisRequest'
+              - type: 'null'
+              title: Request
+      responses:
+        '200':
+          description: Successful Response
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/OpenClawAnalysisResponse'
+        '422':
+          description: Validation Error
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/HTTPValidationError'
+  /api/v1/ai/status:
+    get:
+      tags:
+      - AI Decision
+      - AI Decision
+      summary: AI 服務狀態
+      description: 檢查 OpenClaw AI 服務狀態與可用的 AI 提供者。
+      operationId: get_ai_status_api_v1_ai_status_get
+      responses:
+        '200':
+          description: Successful Response
+          content:
+            application/json:
+              schema:
+                additionalProperties: true
+                type: object
+                title: Response Get Ai Status Api V1 Ai Status Get
+  /api/v1/plugins:
+    get:
+      tags:
+      - Plugins
+      summary: List Plugins
+      description: 列出所有已註冊 Plugin
+      operationId: list_plugins_api_v1_plugins_get
+      parameters:
+      - name: category
+        in: query
+        required: false
+        schema:
+          anyOf:
+          - enum:
+            - INPUT
+            - BRAIN
+            - OUTPUT
+            - ACTION
+            - DATA
+            - UI
+            type: string
+          - type: 'null'
+          title: Category
+      - name: enabled
+        in: query
+        required: false
+        schema:
+          anyOf:
+          - type: boolean
+          - type: 'null'
+          title: Enabled
+      responses:
+        '200':
+          description: Successful Response
+          content:
+            application/json:
+              schema:
+                type: array
+                items:
+                  $ref: '#/components/schemas/Plugin'
+                title: Response List Plugins Api V1 Plugins Get
+        '422':
+          description: Validation Error
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/HTTPValidationError'
+  /api/v1/plugins/{plugin_id}:
+    get:
+      tags:
+      - Plugins
+      summary: Get Plugin
+      description: 取得 Plugin 詳情
+      operationId: get_plugin_api_v1_plugins__plugin_id__get
+      parameters:
+      - name: plugin_id
+        in: path
+        required: true
+        schema:
+          type: string
+          title: Plugin Id
+      responses:
+        '200':
+          description: Successful Response
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Plugin'
+        '422':
+          description: Validation Error
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/HTTPValidationError'
+  /api/v1/plugins/{plugin_id}/health:
+    get:
+      tags:
+      - Plugins
+      summary: Get Plugin Health
+      description: Plugin 健康檢查
+      operationId: get_plugin_health_api_v1_plugins__plugin_id__health_get
+      parameters:
+      - name: plugin_id
+        in: path
+        required: true
+        schema:
+          type: string
+          title: Plugin Id
+      responses:
+        '200':
+          description: Successful Response
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/PluginHealth'
+        '422':
+          description: Validation Error
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/HTTPValidationError'
+  /api/v1/pipelines:
+    get:
+      tags:
+      - Pipelines
+      summary: List Pipelines
+      description: 列出工作流
+      operationId: list_pipelines_api_v1_pipelines_get
+      parameters:
+      - name: status
+        in: query
+        required: false
+        schema:
+          anyOf:
+          - enum:
+            - draft
+            - active
+            - paused
+            - archived
+            type: string
+          - type: 'null'
+          title: Status
+      responses:
+        '200':
+          description: Successful Response
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/PipelineList'
+        '422':
+          description: Validation Error
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/HTTPValidationError'
+    post:
+      tags:
+      - Pipelines
+      summary: Create Pipeline
+      description: 建立工作流
+      operationId: create_pipeline_api_v1_pipelines_post
+      requestBody:
+        required: true
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/PipelineCreate'
+      responses:
+        '201':
+          description: Successful Response
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Pipeline'
+        '422':
+          description: Validation Error
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/HTTPValidationError'
+  /api/v1/pipelines/{pipeline_id}:
+    get:
+      tags:
+      - Pipelines
+      summary: Get Pipeline
+      description: 取得工作流詳情
+      operationId: get_pipeline_api_v1_pipelines__pipeline_id__get
+      parameters:
+      - name: pipeline_id
+        in: path
+        required: true
+        schema:
+          type: string
+          format: uuid
+          title: Pipeline Id
+      responses:
+        '200':
+          description: Successful Response
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/Pipeline'
+        '422':
+          description: Validation Error
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/HTTPValidationError'
+    delete:
+      tags:
+      - Pipelines
+      summary: Delete Pipeline
+      description: 刪除工作流
+      operationId: delete_pipeline_api_v1_pipelines__pipeline_id__delete
+      parameters:
+      - name: pipeline_id
+        in: path
+        required: true
+        schema:
+          type: string
+          format: uuid
+          title: Pipeline Id
+      responses:
+        '204':
+          description: Successful Response
+        '422':
+          description: Validation Error
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/HTTPValidationError'
+  /api/v1/pipelines/{pipeline_id}/trigger:
+    post:
+      tags:
+      - Pipelines
+      summary: Trigger Pipeline
+      description: 手動觸發工作流
+      operationId: trigger_pipeline_api_v1_pipelines__pipeline_id__trigger_post
+      parameters:
+      - name: pipeline_id
+        in: path
+        required: true
+        schema:
+          type: string
+          format: uuid
+          title: Pipeline Id
+      responses:
+        '202':
+          description: Successful Response
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/PipelineExecution'
+        '422':
+          description: Validation Error
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/HTTPValidationError'
+  /api/v1/agent/chat:
+    post:
+      tags:
+      - Agent
+      summary: Chat With Agent
+      description: 與 OpenClaw 對話
+      operationId: chat_with_agent_api_v1_agent_chat_post
+      requestBody:
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/ChatRequest'
+        required: true
+      responses:
+        '200':
+          description: Successful Response
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/ChatResponse'
+        '422':
+          description: Validation Error
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/HTTPValidationError'
+  /api/v1/agent/chat/stream:
+    post:
+      tags:
+      - Agent
+      summary: Chat With Agent Stream
+      description: 與 OpenClaw 對話 (SSE 串流)
+      operationId: chat_with_agent_stream_api_v1_agent_chat_stream_post
+      requestBody:
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/ChatRequest'
+        required: true
+      responses:
+        '200':
+          description: Successful Response
+          content:
+            application/json:
+              schema: {}
+        '422':
+          description: Validation Error
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/HTTPValidationError'
+  /api/v1/agent/status:
+    get:
+      tags:
+      - Agent
+      summary: Get Agent Status
+      description: OpenClaw 狀態
+      operationId: get_agent_status_api_v1_agent_status_get
+      responses:
+        '200':
+          description: Successful Response
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/AgentStatus'
+  /api/v1/agent/thinking:
+    get:
+      tags:
+      - Agent
+      summary: Get Agent Thinking
+      description: 'OpenClaw 思考軌跡 (SSE 串流)
+
+        Phase 1.2: 真實串接 Ollama at 192.168.0.188:11434'
+      operationId: get_agent_thinking_api_v1_agent_thinking_get
+      parameters:
+      - name: prompt
+        in: query
+        required: false
+        schema:
+          type: string
+          description: 發送給 AI 的提示詞
+          default: 你是 AWOOOI 智能運維助手。請簡短分析一下目前系統的健康狀態，用中文回答。
+          title: Prompt
+        description: 發送給 AI 的提示詞
+      - name: model
+        in: query
+        required: false
+        schema:
+          type: string
+          description: Ollama 模型名稱
+          default: llama3.2:latest
+          title: Model
+        description: Ollama 模型名稱
+      responses:
+        '200':
+          description: Successful Response
+          content:
+            application/json:
+              schema: {}
+        '422':
+          description: Validation Error
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/HTTPValidationError'
+  /api/v1/notifications/channels:
+    get:
+      tags:
+      - Notifications
+      summary: List Notification Channels
+      description: 列出通知頻道
+      operationId: list_notification_channels_api_v1_notifications_channels_get
+      responses:
+        '200':
+          description: Successful Response
+          content:
+            application/json:
+              schema:
+                items:
+                  $ref: '#/components/schemas/NotificationChannel'
+                type: array
+                title: Response List Notification Channels Api V1 Notifications Channels
+                  Get
+  /api/v1/notifications/send:
+    post:
+      tags:
+      - Notifications
+      summary: Send Notification
+      description: 發送通知
+      operationId: send_notification_api_v1_notifications_send_post
+      requestBody:
+        content:
+          application/json:
+            schema:
+              $ref: '#/components/schemas/NotificationRequest'
+        required: true
+      responses:
+        '202':
+          description: Successful Response
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/NotificationResult'
+        '422':
+          description: Validation Error
+          content:
+            application/json:
+              schema:
+                $ref: '#/components/schemas/HTTPValidationError'
+components:
+  schemas:
+    AIRiskLevel:
+      type: string
+      enum:
+      - low
+      - medium
+      - critical
+      title: AIRiskLevel
+      description: AI 風險評估等級
+    AgentStatus:
+      properties:
+        status:
+          type: string
+          enum:
+          - idle
+          - thinking
+          - executing
+          - waiting_approval
+          title: Status
+        active_conversations:
+          type: integer
+          title: Active Conversations
+        current_task:
+          anyOf:
+          - type: string
+          - type: 'null'
+          title: Current Task
+        last_activity:
+          anyOf:
+          - type: string
+            format: date-time
+          - type: 'null'
+          title: Last Activity
+      type: object
+      required:
+      - status
+      - active_conversations
+      title: AgentStatus
+    ApprovalRequestCreate:
+      properties:
+        action:
+          type: string
+          title: Action
+          description: 執行動作描述
+        description:
+          type: string
+          title: Description
+          description: 詳細說明
+        risk_level:
+          $ref: '#/components/schemas/RiskLevel'
+          description: 風險等級
+        blast_radius:
+          $ref: '#/components/schemas/BlastRadius'
+        dry_run_checks:
+          items:
+            $ref: '#/components/schemas/DryRunCheck'
+          type: array
+          title: Dry Run Checks
+        requested_by:
+          type: string
+          title: Requested By
+          description: 請求發起者
+        expires_at:
+          anyOf:
+          - type: string
+            format: date-time
+          - type: 'null'
+          title: Expires At
+          description: 到期時間
+        metadata:
+          anyOf:
+          - additionalProperties: true
+            type: object
+          - type: 'null'
+          title: Metadata
+          description: 額外元資料
+      type: object
+      required:
+      - action
+      - description
+      - risk_level
+      - requested_by
+      title: ApprovalRequestCreate
+      description: 建立授權請求 (API 輸入)
+    ApprovalRequestResponse:
+      properties:
+        id:
+          type: string
+          title: Id
+        action:
+          type: string
+          title: Action
+        description:
+          type: string
+          title: Description
+        status:
+          $ref: '#/components/schemas/ApprovalStatus'
+        risk_level:
+          $ref: '#/components/schemas/RiskLevel'
+        blast_radius:
+          $ref: '#/components/schemas/BlastRadius'
+        dry_run_checks:
+          items:
+            $ref: '#/components/schemas/DryRunCheck'
+          type: array
+          title: Dry Run Checks
+        required_signatures:
+          type: integer
+          title: Required Signatures
+        current_signatures:
+          type: integer
+          title: Current Signatures
+        signatures:
+          items:
+            $ref: '#/components/schemas/Signature'
+          type: array
+          title: Signatures
+        requested_by:
+          type: string
+          title: Requested By
+        created_at:
+          type: string
+          format: date-time
+          title: Created At
+        expires_at:
+          anyOf:
+          - type: string
+            format: date-time
+          - type: 'null'
+          title: Expires At
+        resolved_at:
+          anyOf:
+          - type: string
+            format: date-time
+          - type: 'null'
+          title: Resolved At
+      type: object
+      required:
+      - id
+      - action
+      - description
+      - status
+      - risk_level
+      - blast_radius
+      - dry_run_checks
+      - required_signatures
+      - current_signatures
+      - signatures
+      - requested_by
+      - created_at
+      - expires_at
+      - resolved_at
+      title: ApprovalRequestResponse
+      description: 授權請求 API 回應
+    ApprovalStatus:
+      type: string
+      enum:
+      - pending
+      - approved
+      - rejected
+      - expired
+      - execution_success
+      - execution_failed
+      title: ApprovalStatus
+      description: "授權請求狀態機\n\nPENDING → APPROVED → EXECUTION_SUCCESS\n          \
+        \        → EXECUTION_FAILED\nPENDING → REJECTED\nPENDING → EXPIRED"
+    BlastRadius:
+      properties:
+        affected_pods:
+          type: integer
+          minimum: 0.0
+          title: Affected Pods
+          default: 0
+        estimated_downtime:
+          type: string
+          title: Estimated Downtime
+          default: '0'
+        related_services:
+          items:
+            type: string
+          type: array
+          title: Related Services
+        data_impact:
+          $ref: '#/components/schemas/DataImpact'
+          default: none
+      type: object
+      title: BlastRadius
+      description: 爆炸半徑 - 影響範圍評估
+    ChatRequest:
+      properties:
+        message:
+          type: string
+          title: Message
+        conversation_id:
+          anyOf:
+          - type: string
+            format: uuid
+          - type: 'null'
+          title: Conversation Id
+        context:
+          anyOf:
+          - additionalProperties: true
+            type: object
+          - type: 'null'
+          title: Context
+      type: object
+      required:
+      - message
+      title: ChatRequest
+    ChatResponse:
+      properties:
+        message:
+          type: string
+          title: Message
+        conversation_id:
+          type: string
+          format: uuid
+          title: Conversation Id
+        actions:
+          anyOf:
+          - items:
+              $ref: '#/components/schemas/src__routes__agent__SuggestedAction'
+            type: array
+          - type: 'null'
+          title: Actions
+        requires_approval:
+          type: boolean
+          title: Requires Approval
+          default: false
+        approval_id:
+          anyOf:
+          - type: string
+            format: uuid
+          - type: 'null'
+          title: Approval Id
+      type: object
+      required:
+      - message
+      - conversation_id
+      title: ChatResponse
+    OpenClawAnalysisRequest:
+      properties:
+        force_refresh:
+          type: boolean
+          title: Force Refresh
+          description: 強制重新抓取監控數據
+          default: false
+      type: object
+      title: OpenClawAnalysisRequest
+      description: 分析請求
+    OpenClawAnalysisResponse:
+      properties:
+        success:
+          type: boolean
+          title: Success
+        message:
+          type: string
+          title: Message
+        decision:
+          anyOf:
+          - $ref: '#/components/schemas/OpenClawDecision'
+          - type: 'null'
+        approval_created:
+          type: boolean
+          title: Approval Created
+          description: 是否已建立待簽核卡片
+          default: false
+        approval_id:
+          anyOf:
+          - type: string
+          - type: 'null'
+          title: Approval Id
+          description: 建立的 ApprovalRecord ID
+        ai_provider:
+          type: string
+          title: Ai Provider
+          description: 使用的 AI 提供者 (ollama/gemini/claude)
+          default: unknown
+        raw_llm_response:
+          anyOf:
+          - type: string
+          - type: 'null'
+          title: Raw Llm Response
+          description: LLM 原始回應 (debug 用)
+      type: object
+      required:
+      - success
+      - message
+      title: OpenClawAnalysisResponse
+      description: 分析回應
+    OpenClawDecision:
+      properties:
+        suggested_action:
+          $ref: '#/components/schemas/src__models__ai__SuggestedAction'
+          description: 建議執行的操作類型
+        target_resource:
+          type: string
+          title: Target Resource
+          description: 目標資源名稱 (e.g., 'harbor', 'grafana')
+        namespace:
+          type: string
+          title: Namespace
+          description: Kubernetes namespace
+          default: default
+        risk_level:
+          $ref: '#/components/schemas/AIRiskLevel'
+          description: 風險等級評估
+        reasoning:
+          type: string
+          title: Reasoning
+          description: 給人類主管看的分析理由 (繁體中文)
+        deviation_analysis:
+          type: string
+          title: Deviation Analysis
+          description: 基準線偏差分析 (例如：CPU 85% 超出基準線 45% 達 +4σ)
+          default: ''
+        confidence:
+          type: number
+          maximum: 1.0
+          minimum: 0.0
+          title: Confidence
+          description: 決策信心度 (0-1)
+          default: 0.8
+        affected_services:
+          items:
+            type: string
+          type: array
+          title: Affected Services
+          description: 可能受影響的相關服務
+      type: object
+      required:
+      - suggested_action
+      - target_resource
+      - risk_level
+      - reasoning
+      title: OpenClawDecision
+      description: 'OpenClaw AI 決策輸出 (強制結構化)
+
+
+        LLM 必須輸出此格式的 JSON，否則視為解析失敗'
+    ComponentHealth:
+      properties:
+        status:
+          type: string
+          enum:
+          - up
+          - down
+          - degraded
+          title: Status
+        latency_ms:
+          anyOf:
+          - type: number
+          - type: 'null'
+          title: Latency Ms
+        error:
+          anyOf:
+          - type: string
+          - type: 'null'
+          title: Error
+      type: object
+      required:
+      - status
+      title: ComponentHealth
+      description: Individual component health status
+    DashboardResponse:
+      properties:
+        timestamp:
+          type: string
+          format: date-time
+          title: Timestamp
+        environment:
+          type: string
+          title: Environment
+        mock_mode:
+          type: boolean
+          title: Mock Mode
+        overall_status:
+          type: string
+          title: Overall Status
+        hosts:
+          items:
+            $ref: '#/components/schemas/HostStatusResponse'
+          type: array
+          title: Hosts
+        alerts_count:
+          type: integer
+          title: Alerts Count
+        pending_approvals:
+          type: integer
+          title: Pending Approvals
+      type: object
+      required:
+      - timestamp
+      - environment
+      - mock_mode
+      - overall_status
+      - hosts
+      - alerts_count
+      - pending_approvals
+      title: DashboardResponse
+      description: Dashboard aggregated data
+    DataImpact:
+      type: string
+      enum:
+      - none
+      - read_only
+      - write
+      - destructive
+      title: DataImpact
+      description: 資料影響類型
+    DryRunCheck:
+      properties:
+        name:
+          type: string
+          title: Name
+        passed:
+          type: boolean
+          title: Passed
+        message:
+          anyOf:
+          - type: string
+          - type: 'null'
+          title: Message
+      type: object
+      required:
+      - name
+      - passed
+      title: DryRunCheck
+      description: Dry-Run 預演檢查結果
+    HTTPValidationError:
+      properties:
+        detail:
+          items:
+            $ref: '#/components/schemas/ValidationError'
+          type: array
+          title: Detail
+      type: object
+      title: HTTPValidationError
+    HealthResponse:
+      properties:
+        status:
+          type: string
+          enum:
+          - healthy
+          - degraded
+          - unhealthy
+          title: Status
+        version:
+          type: string
+          title: Version
+        environment:
+          type: string
+          title: Environment
+        mock_mode:
+          type: boolean
+          title: Mock Mode
+        timestamp:
+          type: string
+          format: date-time
+          title: Timestamp
+        components:
+          additionalProperties:
+            $ref: '#/components/schemas/ComponentHealth'
+          type: object
+          title: Components
+      type: object
+      required:
+      - status
+      - version
+      - environment
+      - mock_mode
+      - timestamp
+      - components
+      title: HealthResponse
+      description: Full health check response
+    HostStatusResponse:
+      properties:
+        ip:
+          type: string
+          title: Ip
+        name:
+          type: string
+          title: Name
+        role:
+          type: string
+          title: Role
+        status:
+          type: string
+          title: Status
+        services:
+          items:
+            additionalProperties: true
+            type: object
+          type: array
+          title: Services
+        metrics:
+          anyOf:
+          - additionalProperties:
+              type: number
+            type: object
+          - type: 'null'
+          title: Metrics
+      type: object
+      required:
+      - ip
+      - name
+      - role
+      - status
+      - services
+      title: HostStatusResponse
+      description: Host status for API response
+    NotificationChannel:
+      properties:
+        id:
+          type: string
+          title: Id
+        type:
+          type: string
+          enum:
+          - telegram
+          - slack
+          - line
+          - email
+          - discord
+          - webhook
+          title: Type
+        name:
+          type: string
+          title: Name
+        enabled:
+          type: boolean
+          title: Enabled
+      type: object
+      required:
+      - id
+      - type
+      - name
+      - enabled
+      title: NotificationChannel
+    NotificationRequest:
+      properties:
+        channel_id:
+          type: string
+          title: Channel Id
+        message:
+          type: string
+          title: Message
+        template_id:
+          anyOf:
+          - type: string
+          - type: 'null'
+          title: Template Id
+        variables:
+          anyOf:
+          - additionalProperties: true
+            type: object
+          - type: 'null'
+          title: Variables
+        priority:
+          type: string
+          enum:
+          - low
+          - normal
+          - high
+          - urgent
+          title: Priority
+          default: normal
+      type: object
+      required:
+      - channel_id
+      - message
+      title: NotificationRequest
+    NotificationResult:
+      properties:
+        id:
+          type: string
+          format: uuid
+          title: Id
+        status:
+          type: string
+          enum:
+          - queued
+          - sent
+          - failed
+          title: Status
+        sent_at:
+          anyOf:
+          - type: string
+            format: date-time
+          - type: 'null'
+          title: Sent At
+        error:
+          anyOf:
+          - type: string
+          - type: 'null'
+          title: Error
+      type: object
+      required:
+      - id
+      - status
+      title: NotificationResult
+    PendingApprovalsResponse:
+      properties:
+        count:
+          type: integer
+          title: Count
+        approvals:
+          items:
+            $ref: '#/components/schemas/ApprovalRequestResponse'
+          type: array
+          title: Approvals
+      type: object
+      required:
+      - count
+      - approvals
+      title: PendingApprovalsResponse
+      description: 待簽核清單回應
+    Pipeline:
+      properties:
+        id:
+          type: string
+          format: uuid
+          title: Id
+        name:
+          type: string
+          title: Name
+        description:
+          anyOf:
+          - type: string
+          - type: 'null'
+          title: Description
+        status:
+          type: string
+          enum:
+          - draft
+          - active
+          - paused
+          - archived
+          title: Status
+        steps:
+          items:
+            $ref: '#/components/schemas/PipelineStep'
+          type: array
+          title: Steps
+        created_at:
+          type: string
+          format: date-time
+          title: Created At
+        updated_at:
+          type: string
+          format: date-time
+          title: Updated At
+      type: object
+      required:
+      - id
+      - name
+      - status
+      - steps
+      - created_at
+      - updated_at
+      title: Pipeline
+    PipelineCreate:
+      properties:
+        name:
+          type: string
+          title: Name
+        description:
+          anyOf:
+          - type: string
+          - type: 'null'
+          title: Description
+        steps:
+          items:
+            $ref: '#/components/schemas/PipelineStep'
+          type: array
+          title: Steps
+      type: object
+      required:
+      - name
+      - steps
+      title: PipelineCreate
+    PipelineExecution:
+      properties:
+        id:
+          type: string
+          format: uuid
+          title: Id
+        pipeline_id:
+          type: string
+          format: uuid
+          title: Pipeline Id
+        status:
+          type: string
+          enum:
+          - pending
+          - running
+          - completed
+          - failed
+          - cancelled
+          title: Status
+        started_at:
+          type: string
+          format: date-time
+          title: Started At
+        completed_at:
+          anyOf:
+          - type: string
+            format: date-time
+          - type: 'null'
+          title: Completed At
+      type: object
+      required:
+      - id
+      - pipeline_id
+      - status
+      - started_at
+      title: PipelineExecution
+    PipelineList:
+      properties:
+        items:
+          items:
+            $ref: '#/components/schemas/Pipeline'
+          type: array
+          title: Items
+        next_page_token:
+          anyOf:
+          - type: string
+          - type: 'null'
+          title: Next Page Token
+      type: object
+      required:
+      - items
+      title: PipelineList
+    PipelineStep:
+      properties:
+        id:
+          type: string
+          title: Id
+        plugin_id:
+          type: string
+          title: Plugin Id
+        type:
+          type: string
+          enum:
+          - INPUT
+          - BRAIN
+          - OUTPUT
+          - ACTION
+          - DATA
+          - UI
+          title: Type
+        config:
+          anyOf:
+          - additionalProperties: true
+            type: object
+          - type: 'null'
+          title: Config
+      type: object
+      required:
+      - id
+      - plugin_id
+      - type
+      title: PipelineStep
+    Plugin:
+      properties:
+        id:
+          type: string
+          title: Id
+        name:
+          type: string
+          title: Name
+        version:
+          type: string
+          title: Version
+        category:
+          type: string
+          enum:
+          - INPUT
+          - BRAIN
+          - OUTPUT
+          - ACTION
+          - DATA
+          - UI
+          title: Category
+        enabled:
+          type: boolean
+          title: Enabled
+        description:
+          anyOf:
+          - type: string
+          - type: 'null'
+          title: Description
+      type: object
+      required:
+      - id
+      - name
+      - version
+      - category
+      - enabled
+      title: Plugin
+    PluginHealth:
+      properties:
+        plugin_id:
+          type: string
+          title: Plugin Id
+        status:
+          type: string
+          enum:
+          - healthy
+          - unhealthy
+          - unknown
+          title: Status
+        last_check:
+          type: string
+          format: date-time
+          title: Last Check
+        error:
+          anyOf:
+          - type: string
+          - type: 'null'
+          title: Error
+      type: object
+      required:
+      - plugin_id
+      - status
+      - last_check
+      title: PluginHealth
+    RejectRequest:
+      properties:
+        rejector_id:
+          type: string
+          title: Rejector Id
+          description: 退回者 ID
+        rejector_name:
+          type: string
+          title: Rejector Name
+          description: 退回者名稱
+        reason:
+          type: string
+          title: Reason
+          description: 退回原因
+      type: object
+      required:
+      - rejector_id
+      - rejector_name
+      - reason
+      title: RejectRequest
+      description: 退回請求
+    RiskLevel:
+      type: string
+      enum:
+      - low
+      - medium
+      - critical
+      title: RiskLevel
+      description: '風險等級 - 決定所需簽核人數
+
+
+        - LOW: 0 人，自動放行
+
+        - MEDIUM: 需 1 人簽核
+
+        - CRITICAL: 需 2 人 Multi-Sig 雙重簽核'
+    SignRequest:
+      properties:
+        signer_id:
+          type: string
+          title: Signer Id
+          description: 簽核者 ID
+        signer_name:
+          type: string
+          title: Signer Name
+          description: 簽核者名稱
+        comment:
+          anyOf:
+          - type: string
+          - type: 'null'
+          title: Comment
+          description: 簽核備註
+      type: object
+      required:
+      - signer_id
+      - signer_name
+      title: SignRequest
+      description: 簽核請求
+    SignResponse:
+      properties:
+        success:
+          type: boolean
+          title: Success
+        message:
+          type: string
+          title: Message
+        approval:
+          $ref: '#/components/schemas/ApprovalRequestResponse'
+        execution_triggered:
+          type: boolean
+          title: Execution Triggered
+          description: 是否觸發執行 (當簽核數滿足時)
+          default: false
+      type: object
+      required:
+      - success
+      - message
+      - approval
+      title: SignResponse
+      description: 簽核回應
+    Signature:
+      properties:
+        id:
+          type: string
+          format: uuid
+          title: Id
+        signer_id:
+          type: string
+          title: Signer Id
+          description: 簽核者 ID
+        signer_name:
+          type: string
+          title: Signer Name
+          description: 簽核者名稱
+        signed_at:
+          type: string
+          format: date-time
+          title: Signed At
+        comment:
+          anyOf:
+          - type: string
+          - type: 'null'
+          title: Comment
+      type: object
+      required:
+      - signer_id
+      - signer_name
+      title: Signature
+      description: 簽核記錄
+    ValidationError:
+      properties:
+        loc:
+          items:
+            anyOf:
+            - type: string
+            - type: integer
+          type: array
+          title: Location
+        msg:
+          type: string
+          title: Message
+        type:
+          type: string
+          title: Error Type
+        input:
+          title: Input
+        ctx:
+          type: object
+          title: Context
+      type: object
+      required:
+      - loc
+      - msg
+      - type
+      title: ValidationError
+    src__models__ai__SuggestedAction:
+      type: string
+      enum:
+      - RESTART_DEPLOYMENT
+      - DELETE_POD
+      - SCALE_DEPLOYMENT
+      - NO_ACTION
+      title: SuggestedAction
+      description: 'AI 建議操作類型
+
+
+        必須與 executor.OperationType 對應'
+    src__routes__agent__SuggestedAction:
+      properties:
+        id:
+          type: string
+          title: Id
+        label:
+          type: string
+          title: Label
+        description:
+          anyOf:
+          - type: string
+          - type: 'null'
+          title: Description
+        risk_level:
+          type: string
+          enum:
+          - low
+          - medium
+          - high
+          - critical
+          title: Risk Level
+      type: object
+      required:
+      - id
+      - label
+      - risk_level
+      title: SuggestedAction
+