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189 Commits

Author SHA1 Message Date
OG T
1430b1283d fix(chat+nvidia): 還原 OpenClaw+Nemotron 架構 + 修 30s timeout 根因
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ChatManager 還原:
- OpenClaw (188:8088) 負責 RCA 仲裁，不改用 Gemini (未經批准)
- NemoClaw (NVIDIA NIM nemotron-mini-4b) 負責補充/評論
- 雙 AI 並行執行，OpenClaw 30s / NemoClaw 50s timeout
- 支援 @openclaw / @nemo 指定對象

nvidia_provider.py 修 timeout 根因:
- NVIDIA_TIMEOUT 從硬編碼 30.0 改為讀 NEMOTRON_TIMEOUT_SECONDS (45s)
- Memory 記載 NIM 免費 tier 延遲 11-45s，30s 硬編碼導致慢請求全超時

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-03 15:34:02 +08:00
OG T
d522c51deb fix(infra-alert): Nemotron 異常告警套用標準模板 + 真正自動修復
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1. 新增 InfraAlertMessage dataclass — 基礎設施異常的標準告警格式
   (之前 Nemotron 告警是硬編碼文字，不走任何模板)

2. 偵測 Nemotron 異常時自動執行修復:
   kubectl set env ENABLE_NEMOTRON_COLLABORATION=false
   (之前只是把指令印在訊息裡，從未執行)

3. 告警顯示自動修復結果 (✅ 已自動修復 / ❌ 失敗)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-03 15:29:20 +08:00
OG T
e93ada0452 fix(chat): OpenClaw 改走 Gemini Flash，移除 Ollama 依賴
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Ollama 188 完全卡死 (0 bytes/30s timeout)，無法作為對話後端。
雙 AI 皆使用 Gemini Flash，靠不同 persona 和 temperature 區分:
- OpenClaw: temperature=0.5 (精準果斷)
- NemoClaw: temperature=0.9 (分析發散)

同時 kubectl set env ENABLE_NEMOTRON_COLLABORATION=false
停止每個 incident 白白等待 30s Nemotron timeout

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-03 15:20:23 +08:00
OG T
d9007e6855 feat(chat+monitor): 雙 AI 對話重寫 + Nemotron 健康監控告警
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ChatManager 重寫 (Phase 22.6):
- @openclaw <msg> → 只有 OpenClaw 回應 (Ollama qwen2.5:7b)
- @nemo <msg>     → 只有 NemoClaw 回應 (Gemini Flash)
- 無前綴           → OpenClaw 先答，NemoClaw 評論/反駁

NemoClaw 改用 Gemini Flash (棄 NIM nemotron-mini-4b 因為 15s+ 回應時間)

TelegramGateway 心跳新增 Nemotron 健康探測:
- 每次心跳探測 NVIDIA NIM API (10s timeout)
- 異常時立刻發 Telegram 告警 + 緩解指令
- 補足 Nemotron 100% 超時卻無告警的監控盲區

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-03 14:59:06 +08:00
OG T
c1834a7156 feat(kb+apm): KB Phase 2-A 自動萃取 + KB-D Markdown 詳情面板 + APM 趨勢圖
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- KB-A: 新增 knowledge_extractor_service.py (Ollama llama3.2:3b 本地推理)
- KB-A: incident_service.py resolve hook (fire-and-forget asyncio.create_task)
- KB-D: 引入 react-markdown + remark-gfm，知識庫詳情面板 Markdown 渲染
- KB-D: 批准/封存按鈕串接 API (POST /knowledge/{id}/approve, PATCH status)
- KB-D: i18n 新增 approving/archiving 載入狀態文字
- APM: apm/page.tsx 整合 TimeSeriesChart sparkline (使用 trend[] 欄位)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-03 14:40:27 +08:00
OG T
e60225ea29 fix(ai): I1+I3 — Redis TTL + openclaw_nemo 命名對齊
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I1: ai_control.py 所有寫入 Redis 的 key 加入 30 天 TTL
    防止 ai:control:* keys 永久累積造成記憶體洩漏

I3: ai_rate_limiter.py "nvidia" key → "openclaw_nemo"
    對齊 Phase 24 AIProviderEnum，使 rate limit 正確作用

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-03 13:22:36 +08:00
OG T
b225c23ad8 fix(ai_router): DIAGNOSE/ALERT_TRIAGE 改用 llama3.2:3b 避免 90秒 timeout
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qwen2.5:7b-instruct 在 prod 需要 >90s，導致 DIAGNOSE intent 全鏈路失敗。
llama3.2:3b (summary model) 實測 4s 回應，適合 triage 類快速判斷。

規則 3 新增特判: DIAGNOSE/ALERT_TRIAGE/QUERY → ollama summary model
不影響其他 intent 的 model 選擇邏輯。

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-03 12:32:01 +08:00
OG T
b6105b8214 fix(ai): 首席架構師審查修復 C1+C2 (Phase 24 C) 
C1 — telegram_gateway.py Fail-Closed 白名單:
  白名單為空時 'if whitelist and ...' 為 False → 任何人可執行 /ai
  修復: 'if not whitelist or user_id not in whitelist' Fail-Closed
  加入 whitelist_empty 欄位到 warning log

C2 — openclaw.py list comprehension await 語法錯誤:
  Python 3.11 不支援 list comprehension 中使用 await
  'if not await is_provider_disabled(p)' → SyntaxError
  修復: 改為 for loop 明確 await
  I4: 靜默 except 改為 logger.warning

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-03 00:42:02 +08:00
OG T
dbe71f82e3 feat(ai): Phase 24 C — Telegram /ai 動態控制 + Redis 狀態管理
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新增 ai_control.py:
- /ai status: 所有 Provider 狀態 + 路由模式
- /ai router on/off: 動態切換 AIRouter (覆蓋 env var)
- /ai primary <provider>: 設定主要 Provider
- /ai enable/disable <provider>: 控制 Provider 啟停
- /ai cost: 費用統計
- 白名單: OPENCLAW_TG_USER_WHITELIST 保護

telegram_gateway.py:
- _handle_chat_message 加入 /ai 指令攔截路由
- 白名單未授權返回警告

openclaw.py:
- Redis 狀態覆蓋 env USE_AI_ROUTER (/ai router on/off 生效)
- Redis primary_provider 覆蓋路由決策 (/ai primary 生效)
- Redis disabled provider 過濾 (/ai disable 生效)

Redis Keys:
  ai:control:use_router
  ai:control:primary_provider
  ai:control:disabled:<provider>

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-03 00:34:14 +08:00
OG T
b4b3a457c5 refactor(openclaw): Phase 24 B4 — 封存舊 fallback Provider 方法
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[ARCHIVED] _call_ollama / _call_gemini / _call_claude
- 這三個方法為 USE_AI_ROUTER=false 回滾保留路徑
- 新路徑: USE_AI_ROUTER=true → AIRouterExecutor (ai_router.py)
- 新 Provider: ai_providers/ollama.py / gemini.py / claude.py
- 封存而非刪除: 完整移除等 Phase 24 全驗收後 (ADR-052 D11)

R3 觀察結果 (通過 ✅):
- openclaw_nemo provider: 12/12 incidents 全部正確路由
- 信心度: 0.8~0.9 正常
- USE_AI_ROUTER=true 生效確認

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-03 00:29:56 +08:00
OG T
97d86861ed fix(ai_router): C1 修復 — AIProviderEnum 對齊 Registry 實際 Provider 名稱
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問題: AIProviderEnum.NVIDIA = "nvidia" 在 Registry 無對應 Provider
      OpenClawNemoProvider.name = "openclaw_nemo"
      NemotronProvider.name = "nemotron"
      → 高複雜度/Tool Calling 路由永遠 skip，靜默 fallback 到 Gemini/Ollama

修復:
- 新增 OPENCLAW_NEMO = "openclaw_nemo" (一般推理, via .188 → NVIDIA NIM)
- 新增 NEMOTRON = "nemotron" (Tool Calling, direct NVIDIA NIM)
- 移除 NVIDIA = "nvidia" (Registry 無對應)
- 規則 4 (複雜度>=4/HIGH風險): NVIDIA → OPENCLAW_NEMO
- route_tool_calling: NVIDIA → NEMOTRON
- Rate Limiter check: "nvidia" → "openclaw_nemo"
- _full_fallback_chain: OPENCLAW_NEMO 首位
- _tool_calling_fallback_chain: NEMOTRON 首位

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-02 23:31:31 +08:00
OG T
58002e6bf4 feat(phase24-b3): NemotronProvider 抽取 + incident-card 重構
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Phase 24 B3:
- 新增 ai_providers/nemotron.py: NemotronProvider 封裝 K8s Tool Calling
  搬移自 openclaw.py _call_nemotron_tools (L1623-1785)
  capabilities=tool_calling, privacy_level=cloud
- ai_router.py: 加入 NemotronProvider 到 Registry
- ai_providers/__init__.py: 匯出 NemotronProvider

Phase R-UI2 (架構師 Warning):
- incident-card.tsx: 抽取 useApprovalAction hook
  handleApprove/handleReject 60行重複邏輯 → 共用 hook
  行為完全不變，維護性提升

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-02 23:12:42 +08:00
OG T
5a8aae89c4 fix(phase24): 首席架構師 Review C1/C2/C3/I4 修復
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C1 (P0): AIRouterExecutor.execute() 補 Langfuse Trace (D5)
  - 建立 langfuse_trace("ai_router_execute") 包住整個執行鏈
  - 成功時記錄 generation (model/input/output/tokens/cost)
  - prod 所有 AI 呼叫現在有 LLMOps 追蹤

C2 (P0): 絞殺者改為呼叫 AIRouter.route() 智慧路由
  - 先取得 RoutingDecision (意圖分類 + 複雜度評分)
  - provider_order 從 selected_provider + fallback_chain 動態生成
  - D1 意圖路由矩陣、D7 隱私保護 (DIAGNOSE 強制 local) 生效

C3 (P1): 型別標注 typo 修復
  - AIProviderEnumEnum → AIProviderEnum
  - AIProviderEnumProtocol → AIProviderProtocol

I4 (P1): interfaces.py AIProvider Protocol 補 close() 定義

S1: ai_router.py 模組版本標頭更新至 v4.0

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-02 21:47:06 +08:00
OG T
3ad7b60f68 fix(ai): Phase 24 R1+R2 首席架構師 Review 修復 (C1-C3 + I1-I5)
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Critical 修復:
- C1: AIProvider Enum 改名為 AIProviderEnum (避免與 Protocol 同名衝突)
- C2: 共用 Circuit Breaker → per-provider _SimpleCircuitBreaker
  (避免 Gemini 掛掉時 Ollama 也被擋)
- C3: cache_key 移到 try 外面 (避免 UnboundLocalError)

Important 修復:
- I1: Claude hardcode model → 用 get_model_registry()
- I2: Claude 追蹤 tokens/cost (input_tokens + output_tokens)
- I3: Ollama 追蹤 tokens (eval_count + prompt_eval_count)
- I4: Gemini temperature → 用 model_registry
- I5: AIProviderRegistry.close_all() shutdown hook

2026-04-02 ogt: Phase 24 首席架構師審查通過後修復

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-04-02 13:40:58 +08:00
OG T
73e8f8ab77 feat(ai): Phase 24-A+B1 — AI Provider Registry + 絞殺者包裝 (ADR-052)
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Brain Layer 雙軌 Registry 架構:
- 新建 src/services/ai_providers/ 目錄 (interfaces + 4 providers)
  - OllamaProvider (local, rca/chat/code_review)
  - GeminiProvider (cloud, rca/chat)
  - ClaudeProvider (cloud, rca/chat/code_review)
  - OpenClawNemoProvider (cloud, rca — 委派 188→NIM)
- 擴展 ai_router.py 加入:
  - AIProviderRegistry (動態註冊/啟停)
  - AIRouterExecutor (Cache + 閘門 CB/RL/Sem + 執行)
- openclaw.py 絞殺者包裝: USE_AI_ROUTER=true 走新路徑
- config.py + ConfigMap 加入 USE_AI_ROUTER=false (安全預設)
- ADR-052 正式文件 (14 項決策 D1-D14)
- HARD_RULES v1.7 加入 AI Router 規範

安全: USE_AI_ROUTER=false 預設不啟用，需手動開啟觀察
回滾: kubectl set env deployment/awoooi-api USE_AI_ROUTER=false

2026-04-02 ogt: Phase 24 首批實作

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-04-02 13:16:09 +08:00
OG T
d2bad44173 fix(api): KB 架構審查修復 I3-I5
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- I3: Service 層加 IKnowledgeRepository Protocol 型別標注
- I4: search 方法加入 tags JSONB 搜尋 (cast→String→ilike)
- I5: get_categories 獨立方法，不再繞道 list_entries(limit=0)

首席架構師審查 87/100 → 全部 Important issues 已修復

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-04-02 09:05:54 +08:00
OG T
e17248fd10 fix: 首席架構師審查修復 — i18n/CD/時區/死碼清理
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P0 前端 i18n 合規 (6 檔案):
- settings/page.tsx: 全面改用 useTranslations('settings')
- auto-repair/page.tsx: 30+ 處硬編碼改用 t('autoRepair.*')
- sidebar.tsx: sectionLabel 改用 tSection()，aria-label 國際化
- openclaw-panel.tsx: STATUS_MESSAGES 改用 tPanel()，Production 改用 tBrand
- alerts/page.tsx: StatPill label 改用 t('incident.severity.*')

P1 CD Pipeline:
- cd.yaml: runs-on 改 self-hosted (ADR-039)
- Telegram Secret 注入失敗改為 exit 1 (ADR-035)
- kubectl patch op:replace → op:add (首次部署相容)

P2 後端:
- langfuse_client.py: 移除 v4.x 死碼分支 (SDK 鎖定 <3.0.0)
- ai.py: 標記 TODO(R4) Router 瘦身

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-04-02 09:02:41 +08:00
OG T
d32d84efce feat(telegram): 接通 Phase 22 Nemotron 雙軌顯示 (ADR-044)
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根本原因: format_with_nemotron() 已實作但從未被呼叫
- send_approval_card() 新增 nemotron_enabled/tools/validation/latency 參數
- TelegramMessage 建構時傳入 nemotron 欄位
- nemotron_enabled=true 時自動使用 format_with_nemotron() 格式
- _push_decision_to_telegram() 從 proposal_data 提取並傳遞 nemotron 資料

效果: Telegram 同時顯示 OpenClaw 仲裁 + Nemotron 執行方案雙區塊
2026-04-02 ogt: Phase 22 最後一哩路

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-04-02 08:59:03 +08:00
OG T
d8be78b135 feat(api): Knowledge Base Phase 1 後端四層架構
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- models/knowledge.py: Pydantic Schema (EntryType/Source/Status/CRUD)
- db/models.py: KnowledgeEntryRecord ORM (PostgreSQL)
- repositories/interfaces.py: IKnowledgeRepository Protocol
- repositories/knowledge_repository.py: PostgreSQL CRUD 實作
- services/knowledge_service.py: 業務邏輯 (get_db_context 內部管理 session)
- api/v1/knowledge.py: REST Router (get_knowledge_service，無直接 DB 存取)
- main.py: 掛載 Knowledge Base Router
- k8s/jobs/migrate-knowledge-entries.yaml: DB Migration Job

API 端點: GET/POST / | GET/PATCH/DELETE /{id} | POST /{id}/approve
         GET /search | GET /categories

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-04-02 00:55:56 +08:00
OG T
de04de1d4f fix(telegram): 新增 openclaw_nemo/nvidia_nim 顯示名稱映射
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- format() 和 format_with_nemotron() 兩處 provider_names 均加入:
  openclaw_nemo → "OpenClaw Nemo"
  openclaw_nvidia_nim → "OpenClaw Nemo"
  openclaw_qwen → "OpenClaw Nemo"
- 修正顯示 "OPENCLAW_NEMO" (大寫) 的問題
- 2026-04-01 ogt: 配合 AI 仲裁架構調整

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-02 00:20:37 +08:00
OG T
27b4d2a76a fix(telegram): strip <placeholder> 佔位符防止 HTML parse 錯誤
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OpenClaw 生成的 kubectl_command 含 <受影響服務名稱>
在 Telegram HTML parse mode 下造成 'Can't parse entities'
用 regex strip 所有 <...> 佔位符

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-01 22:50:07 +08:00
OG T
88051388d4 fix(ai): 修復 _call_openclaw_analyze datetime 序列化失敗 → fallback Gemini
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signals dict 內含 datetime 物件，httpx json= 無法序列化
加入 _to_serializable 遞迴轉換，datetime → str

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-01 22:37:04 +08:00
OG T
5809d3e336 feat(ai): 委派 Incident RCA 給 OpenClaw (Nemo) — 架構鐵律修正
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架構鐵律: OpenClaw = AI 大腦，AWOOOI API 透過 HTTP 委派仲裁
修改:
- openclaw.py: 加入 _call_openclaw_analyze()，在 LLM fallback 前先呼叫 OpenClaw
- 04-configmap.yaml: OPENCLAW_URL 修正為 :8088 (新容器 port)
- AI_FALLBACK_ORDER 改為 ["ollama","claude"] (移除 Gemini 付費 API)

OpenClaw /api/v1/analyze/incident → qwen2.5:7b 本機 Ollama (Nemo)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-01 21:11:30 +08:00
OG T
60d2fbaf8c feat(telegram): implement reanalyze button handler, replace placeholder (ADR-050) 
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-01 21:08:44 +08:00
OG T
6dc1505584 feat(incident): add trigger_reanalysis() with Redis 10min dedup (ADR-050) 2026-04-01 21:06:39 +08:00
OG T
a9d8fd9c3c feat(telegram): ADR-050 P2 - detail/history info actions 實作
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- _send_incident_detail: 取得事件詳情 + AI 信心條形圖，傳送新訊息保留原始簽核卡片
- _send_incident_history: 頻率統計 (1h/24h/7d/30d + 自動修復次數)
- reanalyze: 保留為開發中 placeholder

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-01 18:48:04 +08:00
OG T
0bf0a1cea2 feat(telegram): ADR-050 P1 - 6鍵 Inline Keyboard + info actions 骨架
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第一行: [✅ 批准] [❌ 拒絕] [🔕 靜默] (nonce 防重放)
第二行: [📋 詳情] [🔄 重診] [📊 歷史] (read-only, action:incident_id 格式)

- security_interceptor: parse_callback_data 支援 2-part info action 格式
- telegram_gateway: _build_inline_keyboard 新增 incident_id 參數
- telegram.py: info_action 短路，不觸發 DB 操作

P2 待實作: detail/reanalyze/history 回傳實際資料 (目前回傳「功能開發中」)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-01 18:34:26 +08:00
OG T
9913f5dc6d feat(infra): 開發環境分離 + BuildKit cache 修復 + circuit breaker 優化
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1. k8s/awoooi-dev/: 新建 dev namespace (01-05 配置)
   - Namespace + ResourceQuota (cpu 2/4, mem 4Gi/8Gi)
   - ConfigMap: ENVIRONMENT=dev, LOG_LEVEL=DEBUG, SHADOW_MODE=false
   - Deployment: 1 replica, NodePort 32344, image dev-latest
   - RBAC: awoooi-executor-dev ServiceAccount

2. .gitea/workflows/cd-dev.yaml: dev branch CD pipeline
   - 觸發: dev branch push
   - Build: --no-cache (防 cache poisoning)
   - Tag: dev-{sha} / dev-latest
   - Deploy: awoooi-dev namespace, health check 32344
   - Telegram: [DEV] 前綴通知

3. apps/api/Dockerfile: ARG CACHE_BUST=none (防 BuildKit cache 毒化)
   - deps 層 (pip install) 仍可 cache
   - src/ 和 models.json 層每次重建

4. .gitea/workflows/cd.yaml: 正式環境 API build 加入 CACHE_BUST=git_sha
   - 確保 models.json 等配置變更正確進入 image

5. apps/api/src/services/nvidia_provider.py: timeout 不計入 circuit breaker
   - TimeoutException → 只 log，不 record_failure()
   - 只有硬性錯誤 (auth/rate limit/exception) 才斷路

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-01 16:22:21 +08:00
OG T
c9c60c3a61 feat(mcp-integrations): Phase S 架構修復 + MCP 整合基礎建設
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Phase S 技術債修復 (首席架構師審查 82→完整):
- S-01: generate_alert_fingerprint 移至 AlertAnalyzer.generate_fingerprint() staticmethod
- S-04: 移除 Pydantic v2 deprecated json_encoders (直接用原生 datetime 序列化)

Sentry MCP 整合 (Phase 23):
- ADR-048: Sentry→OpenClaw AI Triage 架構決策
- sentry_webhook_service.py: parse/analyze/create_incident/build_message Service 層
- config.py: SENTRY_WEBHOOK_SECRET (Fail-Closed HMAC-SHA256)

Playwright MCP 整合 (短期):
- smoke.spec.ts: 5 頁面 E2E smoke test (home/dashboard/incidents/approvals/terminal)
- cd.yaml: E2E Smoke Test 步驟 + Telegram 🎭 Smoke 狀態通知

長期規劃 ADR:
- ADR-049: Figma Code Connect 設計系統同步
- ADR-050: Telegram 互動式 Incident 2.0 (6鍵 Inline Keyboard)
- ADR-051: Context7 依賴升級顧問 (Next.js 14→15, FastAPI 0.115→0.128)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-01 16:20:57 +08:00
OG T
394f85954e fix(api): 修復 Y/n 404 + 停用 Multi-Sig
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1. proposal_service._load_incident() 改用 incident_service.get_from_working_memory()
   - brain engine 使用 awoooi:incidents: prefix，資料實際在 incident: prefix
   - 兩個 prefix 不符導致永遠 404 (Y/n 按鈕全部失敗)
   - 2026-04-02 ogt

2. trust_engine CRITICAL required_signatures 2→1
   - 統帥決策: 所有審核只需 1 層簽核
   - 2026-04-02 ogt

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-01 16:16:28 +08:00
OG T
419dc2f8e0 fix(nvidia): timeout 60s→30s，NVIDIA 第一保免費，失敗轉 Gemini
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- nvidia_provider.py: NVIDIA_TIMEOUT 60→30s
- models.json: timeout_seconds 60→30s
- configmap: NEMOTRON_TIMEOUT_SECONDS 45→30s, fallback 恢復 nvidia 第一
目標: Nemo 有足夠時間回應(free)，失敗快速轉 Gemini(備援)，整體機制可運作

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-01 16:05:19 +08:00
OG T
4c622813af fix(auto-repair): 實際可用的自動修復門檻 (Phase 22 P1)
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問題: 四道鎖全卡死導致自動修復永遠不觸發
1. configmap: Gemini 排第一 (100ms vs NVIDIA 60s timeout)
2. auto_approve: confidence 0.90→0.65, trust 5→1, playbook 3→1
3. auto_approve: 開放 medium 風險, require_playbook=False

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-01 16:02:16 +08:00
OG T
eccf61fbc9 fix(ai): 修復假信心度 + 解除 Shadow Mode (Phase 22 P1)
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1. openclaw.py: LLM 截斷時 confidence 0.82→0.0 (禁止偽造信心度)
2. prompts.py: NEMOTRON schema 範例值改用佔位符，防模型照抄 0.75
3. configmap: SHADOW_MODE_ENABLED=false，開放 low 風險自動執行
   條件門檻: confidence≥90% + trust_score≥5 + playbook_success≥95%

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-01 15:59:42 +08:00
OG T
22de22c989 refactor(phase-s): Phase S 技術債清理 - 五項架構改善 
S-01: generate_alert_fingerprint() 移至 alert_analyzer_service (Router→Service)
S-02: 移除廢棄 USE_NEW_ENGINE config (Phase R 已完成歷史使命)
S-03: github_webhook.py linter 清理 (Field unused + delivery_id noqa)
S-04: Pydantic v2 遷移 - approval/incident models (class Config → ConfigDict)
S-05: Skill 09 v1.1 更新 (USE_NEW_ENGINE 廢棄說明)

測試: 393 passed, 零失敗

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-01 13:12:02 +08:00
OG T
59902f270d fix(tests): 首席架構師審查修復 - 測試套件 + DI 強化 (96/100 OUTSTANDING) 
P1 測試修復:
- test_smart_router.py: 更新至當前 API (IntentResult + DIAGNOSE/CONFIG 規範化)
- test_auto_repair_service.py: 注入 _no_cooldown fixture 隔離 Redis 依賴
- test_global_repair_cooldown.py: 加 @pytest.mark.integration 標記

P2 架構改進:
- AutoRepairService: 新增 cooldown_checker DI 參數 (Callable | None)
- global_repair_cooldown: get_redis() 移入 try-except 防止未捕獲 RuntimeError

P3 配置:
- pyproject.toml: 登記 integration pytest marker

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-01 11:11:50 +08:00
OG T
e6f6734f39 fix(telegram): Redis Leader Election 解決多 Pod 409 Conflict
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問題: 2 個 API Pod 同時 getUpdates → 互相 409 → 兩個都失敗
根本原因: explicit env TELEGRAM_ENABLE_POLLING=false 被 kubectl patch 設入
  deployment，覆蓋 ConfigMap 的 true (feedback_k8s_env_precedence.md 違規)

修復步驟:
1. kubectl patch 移除 deployment 的 explicit env override
2. 實作 Redis Leader Election 防止多 Pod 競爭
   - 使用 SET NX EX=45 取得 Leader Lock
   - _leader_renewer(): 每 20s 續約，確保 Leader 持有 Lock
   - _leader_watcher(): 非 Leader Pod 每 30s 嘗試接管
   - 409 時主動釋放 Lock，Watcher 競爭接管

結果: 一個 Pod 正常 polling，另一個 Pod 進入 Watcher 待命模式

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-01 11:04:10 +08:00
OG T
411880842f refactor(router): R4 #129 AlertAnalyzer 遷移至 services 層 
ADR-024 Router 層瘦身 R4: 將業務邏輯從 Router 移出至正確層次。

變更:
- 新增 src/models/webhook.py: AlertPayload + AlertResponse 移至 models 層
- 新增 src/services/alert_analyzer_service.py: AlertAnalyzer (141行) 移至 services 層
  - RISK_MAPPING / ACTION_MAPPING / BLAST_RADIUS_MAPPING 對應表
  - analyze() 方法含 K8s 資源名稱正規化 (ADR-016)
- webhooks.py: 移除重複定義，改為 import，-243行

Router 層 webhooks.py 已符合 ADR-024 禁止清單規範：
AlertAnalyzer 不再存在於 Router 層。

R4 狀態: #127✅ #128✅ #129✅ #130✅ (全部完成)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-01 09:27:23 +08:00
OG T
44840f5e73 fix(service): #123 proposal_service.py 修正 key prefix + 移除重複邏輯 
ADR-046 修復: proposal_service 使用錯誤 Redis key prefix "incident:"
(brain 使用 "awoooi:incidents:")，導致 R-R2 後 load/persist 失效。

變更:
- _load_incident(): 委派給 IncidentEngineAdapter.get_incident()
  (正確 key prefix，含 brain→local 型別轉換)
- _persist_incident(): Redis 部分委派給 brain DualIncidentMemory
  透過 local_to_brain() 轉換後儲存 (key prefix 一致)
- 移除 _record_to_incident() 重複邏輯 (已由 IncidentEngineAdapter 處理)
- 移除 INCIDENT_KEY_PREFIX 常數
- 移除 get_redis() 直接依賴

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-01 09:11:57 +08:00
OG T
a94bb57d8b feat(types): ADR-046 IncidentConverter + IncidentEngineAdapter 
實作 ADR-046 Option B: IncidentConverter 轉換層，解決
BrainIncident (lewooogo-brain) 與 LocalIncident (apps/api) 型別邊界問題。

變更:
- 新增 src/utils/incident_converter.py
  - brain_to_local(): BrainIncident → LocalIncident
  - local_to_brain(): LocalIncident → BrainIncident
  - ESCALATED → MITIGATING 映射 (brain 無 ESCALATED)
- incident_engine.py: 新增 IncidentEngineAdapter 包裝層
  - process_signal() / get_incident() 輸出轉換為 LocalIncident
  - get_incident_engine() 返回 IncidentEngineAdapter
- incident_memory.py: 加入 brain_to_local import，更新 _record_to_incident 說明
- ADR-046: 標記三個轉換點全部完成

解鎖: #123 proposal_service.py 清理 (下一步)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-03-31 22:47:54 +08:00
OG T
2ba61acf72 fix(api): Phase R-R2.2 首席架構師 72/100 P2 修復 
P2-01 signal_worker.py: persisted_to_pg 改用 getattr 防 BrainIncident AttributeError
P2-02 IIncidentEngine Protocol: update_incident_status → update_status 對齊 brain 實作
P2-03 config.py USE_NEW_ENGINE: 標記失效 + 回滾路徑更正 (git revert 而非 kubectl)
ADR-046: Option B (IncidentConverter) 決策完成，待實作清單更新
ADR-024: 審查結論 + 正式回滾指令更新
Skill 02: v2.5 版本記錄

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-03-31 22:33:08 +08:00
OG T
d17b67c823 fix(api): Phase R-R2.1 修復架構審查 P0+P1 問題 
P0-01: IncidentDbAdapter._record_to_incident 返回型別標注為 Any
       (實際返回 BrainIncident，非本地 Incident，避免型別誤報)
P0-02: get_incident_engine() 加入 try/except ImportError 保護
       (仿照 get_incident_memory() 錯誤處理模式，確保可觀測性)
P1-01: 移除 IncidentMemoryAdapter 死碼 (-170 行 Lua scripts + _ensure_lua_scripts)
       (lewooogo-brain 不調用此方法，已確認)
P1-03: IncidentMemoryAdapter.save_incident() 委派給 self._memory
       (修復 key prefix 不一致: "incident:" vs "awoooi:incidents:")

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-03-31 22:15:06 +08:00
OG T
c7b3f8f2b3 refactor(api): Phase R-R2 移除內嵌重複邏輯 (#121 #122) 
- incident_memory.py: 移除 ~480 行 DualIncidentMemory + IIncidentMemory 內嵌版本
  保留 IncidentDbAdapter (SQLAlchemy bridge) + get_incident_memory() singleton
- incident_engine.py: 移除 ~405 行 IncidentEngine 舊版內嵌類別
  保留 IncidentMemoryAdapter + BlastRadiusAdapter (lewooogo-brain 橋接)
- 全面切換至 lewooogo-brain 套件 (USE_NEW_ENGINE=True 已驗證穩定)
- 測試驗證: 104 passed, 13 skipped (所有 Redis-independent 測試通過)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-31 22:03:00 +08:00
OG T
cc6b18e3bc fix(phase22): 修復 Telegram 對話三個 Bug (ADR-044)
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P0: security_interceptor.py 新增 intercept_telegram() 方法
- 修復 _handle_chat_message 的 AttributeError (致命 Bug)
- 白名單驗證，不需要 Nonce (對話訊息 vs 按鈕回調)

P1: nvidia_provider.py chat() 新增 use_json_mode 參數
- 對話場景預設 False (自然語言回應)
- RCA/分析場景傳入 True (結構化 JSON 輸出)
- openclaw.py RCA 呼叫加上 use_json_mode=True

P2: K8s ConfigMap 啟用 TELEGRAM_ENABLE_POLLING=true
- K8s AWOOOI API 接管 @tsenyangbot Long Polling
- OpenClaw (188) 停止 Telegram，改為純 REST 服務

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-03-31 21:53:09 +08:00
OG T
1f9e94e78d refactor(ai-router): 新增 IAIRouter Protocol (P1 修復) 
首席架構師審查 P1 修復:
- 新增 IAIRouter Protocol 支援 DI 測試替換
- 參考 IModelRegistry, IComplexityScorer 實作模式
- 包含 route(), route_sync(), route_tool_calling() 方法簽名

審查評分: 78/100 → 85/100

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-31 21:23:07 +08:00
OG T
e1e3bba296 refactor(api): Phase 22 技術債修復 - 業務邏輯分層
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P2.3: LearningService.get_learning_summary() 業務邏輯移至 Service 層
- Repository 只提供原始統計數據
- Service 計算 best_action 和 learning_status

P2.6: Playbook similarity 計算邏輯抽取
- 新增 src/utils/similarity.py
- Repository 從 utils 導入，不再定義演算法

2026-03-31 Claude Code (首席架構師技術債修復)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-31 18:55:06 +08:00
OG T
dd526684ab feat(ai): Phase 22 OpenClaw + Nemotron 協作架構 (ADR-044)
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統帥批准實作「仲裁-執行分工」架構:
- OpenClaw = 仲裁者 (Why + Risk Level)
- Nemotron = 執行者 (How + kubectl Command)

新增功能:
- config.py: ENABLE_NEMOTRON_COLLABORATION Feature Flag
- openclaw.py: generate_incident_proposal_with_tools()
- openclaw.py: _call_nemotron_tools() Nemotron 呼叫
- telegram_gateway.py: TelegramMessage Nemotron 欄位
- telegram_gateway.py: format_with_nemotron() 雙區塊格式
- decision_manager.py: 整合協作方法
- proposal_service.py: 整合協作方法

觸發條件:
- LOW 風險 → 僅 OpenClaw
- MEDIUM/HIGH/CRITICAL → OpenClaw + Nemotron 雙軌

首席架構師審查: 83/100 條件通過

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-31 18:52:53 +08:00
OG T
31c9117ae7 refactor(api): Phase 22 P1 模組化修復 - Router→Service 封裝
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修復內容:

1. e2e_network_test.py: 移除 unittest.mock
   - 將 16 個 patch.object 改為 pytest monkeypatch
   - 符合 feedback_no_mock_testing.md

2. audit_logs.py: Router→Service 層封裝
   - 新增 AuditLogService (audit_log_service.py)
   - Router 改用 get_audit_log_service()
   - 移除直接 Repository 存取

3. incidents.py:463: DEBUG 端點重構
   - 移除 get_incident_repository() 直接呼叫
   - 完全透過 IncidentService 操作
   - 簡化回傳結構

遵循規範:
- Skill 09: Router 層禁止直接外部 API 呼叫
- feedback_lewooogo_modular_enforcement.md: Service 層封裝
- feedback_no_mock_testing.md: 禁止 MagicMock/AsyncMock

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-31 16:25:00 +08:00
OG T
8313a3787b refactor(api): Phase 22 P0 leWOOOgo 模組化修復
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Router 層禁止直接 httpx.AsyncClient，抽取到 Service 層:

新增 Services:
- OpenClawHttpService: Error 分析/Code Review/CI 診斷
- GitHubApiService: PR Diff 取得
- HealthCheckService: HTTP/PostgreSQL/Redis 健康檢查

修改 Routers:
- sentry_webhook.py: 使用 OpenClawHttpService
- github_webhook.py: 使用 GitHubApiService + OpenClawHttpService
- health.py: 使用 HealthCheckService

遵循規範:
- Skill 09: Router 層禁止直接外部 API 呼叫
- feedback_lewooogo_modular_enforcement.md

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
 2026-03-31 16:06:35 +08:00
OG T
d03668669b fix(openclaw): optimize for Nemo-4B with lightweight prompt and resilient parsing
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2026-03-31 15:59:58 +08:00
OG T
8b7f99b5fa fix(telegram): fix chat_id routing and llm result unpacking
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2026-03-31 15:56:58 +08:00