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6 Commits

Author SHA1 Message Date
ogt
77d3a1da48 feat(ai-ops): ADR-013 AIOps 自動修復閉環完整實作
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架構（Exception → Incident → PlayBook → Heal → KM → Telegram）:

新增元件:
- database/autoheal_models.py: Incident/Playbook/HealLog 三張表 + 7 條種子 PlayBook
- migrations/013_autoheal.sql: 建表 DDL + 種子資料（冪等 INSERT）
- services/auto_heal_service.py: 核心引擎 7 步閉環
  - _classify_error: 8 類錯誤自動分類 (DNS_FAIL/DB_UNREACHABLE/OOM/...)
  - _match_playbook: error_type + keyword + 冷卻 + max_retries 保護
  - _execute_playbook: DOCKER_RESTART/SSH_CMD/ALERT_ONLY/WAIT_RETRY
  - _sink_to_km: 修復知識寫入 ai_insights (auto_heal_playbook)
  - SSH 白名單：僅允許 docker restart / compose restart / docker start

修改元件:
- database/manager.py: _init_autoheal_tables() 啟動時建表+種子 PlayBook
- scheduler.py: 3 個核心任務植入 handle_exception
  (run_auto_import_task / run_icaim_analysis_task / run_weekly_strategy_task)
- requirements.txt: paramiko（SSH 跳板；不可用時降級 subprocess+CLI ssh）

安全設計: CMD 白名單 + cooldown + max_retries escalation + DB 冪等 migration

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-19 16:03:49 +08:00
ogt
bda4edd23b feat(ai-ops): ADR-012 Phase 2/3/4 完整實作
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Details 
Phase 2 — Hermes L1 Observer 真實接入:
- services/event_router.py::_hermes_observe() 呼叫 hermes3:latest
  @192.168.0.111:11434/api/generate，做 stack trace 翻譯
- 輸出 JSON {summary, probable_cause, actions}，容錯 markdown fence
- scheduler.py run_auto_import_task / run_momo_task 兩個 outer
  except 改走 event_router.dispatch()，帶完整 trace

Phase 3 — NemoTron L2 Investigator 規則式實作:
- event_router._L2_RULES: event_type → [(action, params)] 規則表
  • db_connection_error → query_km + retry_task(60s backoff)
  • crawler_timeout    → silence_alert(30min) + retry_task(300s)
  • nim_quota_exhausted → silence_alert(720min)
  • embedding_failure   → silence_alert(10min)
- agent_actions.retry_task 真實實作: threading.Timer + exponential
  backoff (60→120→240s) + _retry_state 追蹤 + ALLOWED_RETRY_TASKS
  白名單 + 非 scheduler 容器回 'deferred'

Phase 4 — L3 HITL Ops 擴充:
- agent_actions: pause_task / resume_task / force_retry_now / is_task_paused
- OPS_ACTIONS 白名單與 SAFE_ACTIONS 嚴格分離（L2 不可呼叫 L3）
- telegram_templates.ops_action_request(): 4 按鈕 inline keyboard
  （暫停1h / 暫停6h / 立即重試 / 解除暫停）
- telegram_bot_service._handle_ops_callback(): 接 momo:ops:<action>:<task>
- scheduler.py run_momo_task + run_auto_import_task 開頭加
  is_task_paused() 檢查（Phase 4 暫停機制生效）

安全邊界（ADR-012 §①）:
- L1 Hermes 只讀 → 失敗降 L0 + 🟡 標記
- L2 NemoTron 只碰 ai_insights + 發 Telegram + SAFE_ACTIONS
- L3 OpenClaw 任意動作必經 HITL inline keyboard 批准
- 不做容器重啟按鈕（需 docker socket，風險過高）

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-19 13:26:51 +08:00
ogt
986908222d feat(openclaw): 週日 02:00 Meta-Analysis + 全排程表完成
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Details 
openclaw_strategist_service.py:
- generate_meta_analysis_report(): 從 ai_insights 抽取週統計
  (高頻 SKU / relearn 事件 / 歸檔數) → Gemini 綜合分析 → 雙寫 KM + Telegram

scheduler.py:
- run_openclaw_meta_analysis_task() 排程包裝

run_scheduler.py:
- 週日 02:00 掛入 run_openclaw_meta_analysis_task

P1 三層 Agent 自主學習排程全部完成：
  02:00 DB備份 / 03:00 去重 / 04:00 品質重算
  週一 07:00 週報 / 週日 02:00 Meta-Analysis

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-19 11:40:58 +08:00
ogt
e6109c2ef8 feat(adr-005): 每日去重 03:00 + 品質分數重算 04:00 批次
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Details 
openclaw_learning_service.py:
- run_dedup_batch(): 同 SKU/type/period 保留最高 avg_quality，其餘 archived
- run_quality_rescore_batch(): 套時間衰減公式全量重算 avg_quality；
  relearn 狀態額外 -20%；分數 < 0.05 自動歸檔

scheduler.py + run_scheduler.py:
- run_dedup_batch_task()  → 每日 03:00
- run_quality_rescore_task() → 每日 04:00

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-19 11:38:01 +08:00
ogt
676c711e7a feat: AI 治理完備 V10.3 — 技術債清零 + DB 備份機制 + 備份 AI 監控
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技術債清零 (2026-04-19):
- migrations/010: ai_insights 補 decay_exempt/avg_quality/status/ai_model/feedback 欄位
- migrations/011: embedding_retry_queue 持久化表 (ADR-009)
- migrations/012: backup_log 備份記錄表
- services/openclaw_learning_service: 記憶體 Queue → DB retry queue，時間衰減 RAG
- services/nemoton_dispatcher_service: 三個 tool 強制雙寫 ai_insights (_sink_insight_to_km)
- services/import_service: Excel 前置欄位防禦（商品名稱類 + 業績金額類）
- services/ollama_service: generate_embedding 新增 EMBEDDING_HOST env，embedding 永遠走 192.168.0.111
- SYSTEM_VERSION: V9.4 → V10.3

DB 備份機制:
- scripts/pg_backup.sh: host-level pg_dump 備份腳本，cron 每日 02:00，保留 7 天，Telegram 通知
- services/db_backup_service.py: Python 備份 service，寫入 backup_log
- scheduler: run_db_backup_task (02:00) + run_backup_monitor_task (每 6h AI Agent 監控)
- Dockerfile: 加入 postgresql-client

文件:
- CLAUDE.md: 環境架構依 ADR-008 實地重寫，含完整 SSH/Docker 部署 SOP
- PROJECT_CONSTITUTION.md: 內容已整合入 CLAUDE.md，刪除重複檔案

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-19 02:03:45 +08:00
ogt
1b4f3a7bbe feat: EwoooC 初始化 — 完整專案推版至 Gitea
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Details 
- 建立 Gitea Actions CD pipeline (.gitea/workflows/cd.yaml)
- 部署模式: rsync Python 檔案至 188 → docker restart (volume mount)
- Dockerfile/requirements 變動時自動重建 Docker image
- 部署通知: Telegram (開始/成功/失敗)
- 健康檢查: https://mo.wooo.work/health (最多 5 次重試)
- 同步最新 CLAUDE.md / ADR-008 / memory (2026-04-19)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-19 01:21:13 +08:00