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14 Commits

Author SHA1 Message Date
OoO
8fa95b94a9 修復定期簡報漏產與補跑可靠性 2026-06-06 15:25:20 +08:00
OoO
d90f96fab3 V10.567 收斂 MCP 市場洞察 fallback
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2026-06-02 10:09:36 +08:00
OoO
c016200bf4 硬封鎖 Gemini API 預設出站 2026-05-21 14:45:32 +08:00
OoO
a46396ca7f [V10.350] 關閉 Gemini 預設備援出站
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2026-05-20 20:10:21 +08:00
OoO
875810620f [V10.327] 補 OpenClaw 備援可觀測性
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2026-05-20 13:00:39 +08:00
OoO
3cfc82925e [V10.325] 收斂 Gemini 為 Ollama 備援
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2026-05-20 12:54:49 +08:00
OoO
2234488378 fix: route special ollama fallbacks through cascade
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2026-05-13 21:41:43 +08:00
OoO
c1fd913a35 feat(p10.5): MCP Router 統一介面 + mcp_collector 接 omnisearch L0
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Operation Ollama-First v5.0 / Phase 10.5 收尾（ADR-031 落地）

services/mcp_router.py（350 行）— 統一 MCP HTTP 路由
- MCPRouter.call(server, tool, args, caller) 主入口
- TOOL_REGISTRY 白名單：mcp_collector / hermes_analyst / openclaw_strategist
  限制 caller × server × tool 組合，防 LLM 亂打
- 4 個 server endpoint env 配置（postgres:3001 / firecrawl:3002 /
  omnisearch:3003 / filesystem:3004）對齊 docker-compose.mcp.yml
- 記憶體 cache（1h TTL + LRU 200 筆 + sha256[:16] key）
- fire-and-forget mcp_calls 寫入（async thread）
- PII 保護：input_args 只存 hash + keys 不存原文
- 大小護欄：> 64KB 截斷 + _truncated flag
- health_check() 4 server 狀態
- feature flag MCP_ROUTER_ENABLED 預設 OFF

services/mcp_collector_service.py — _search_topic 加 L0 omnisearch 路徑
- MCP_ROUTER_ENABLED=true 時優先走 self-hosted Tavily / Exa
- omnisearch 失敗自動 fallback 到既有 Gemini Grounding 鏈
- 完整 fallback 鏈（最終態）：
    L0: omnisearch tavily → omnisearch exa（取代 Gemini Grounding 主路徑）
    L1: Gemini 2.0 Grounding（既有，保留為 fallback）
    L2: Gemini 1.5 Grounding（既有）
    L3: Ollama qwen2.5-coder:7b（既有）
    L4: 靜態 fallback_topic_content（既有）

預期收益（mcp-stack deploy + flag ON 後）:
- Gemini Grounding 月省 ~70% 成本
- Tavily 1000 free credits/月 + Exa 1000 free，月成本 $0
- ~180 calls/月使用率 18% 可承受 5x 增長

tests/test_mcp_router.py（8 tests 全綠）：
- flag OFF 不打 HTTP / 白名單檢查 / cache 命中第二次 / timeout / 500 /
  cache key 排序穩定 / health_check / 未知 server

啟用步驟（待統帥 deploy mcp-stack 後）:
1. .env 加 MCP_ROUTER_ENABLED=true
2. docker compose -f docker-compose.mcp.yml up -d (188)
3. mcp_router.health_check() 全 200 OK 驗證

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-05-04 09:34:21 +08:00
OoO
3ea7004a6f refactor(p4)+docs(p5+p6): Meta 降頻 + LOCKED-GEMINI + ADR-028/029 
Phase 4 A10 — OpenClaw 雙塔重劃
- run_scheduler.py: Meta 自審 cron 6h → 每日 12:00（月省 2.25M Gemini, +20% 達標）
- scheduler.py: 移除 icaim 內 2 處 inline meta 觸發
- openclaw_strategist 抽 _push_report_with_charts (call×3) + _collect_mcp_intel (call×2)
- 行數目標 -25% 未達（4 報告函數結構差異大，A10 採保守抽出避險）
- 主戰果：Meta 降頻月呼叫 300 → 30（-90%）

Phase 5 — 5 處 LOCKED-GEMINI 註解（涵蓋鎖定 7 場景）
- services/mcp_collector_service.py:32 (場景 #1: Google Search Grounding)
- services/openclaw_strategist_service.py:40 (場景 #2/3/4: 週/月/年報)
- services/code_review_pipeline_service.py:46 (場景 #5: 100K+ token diff)
- services/elephant_alpha_orchestrator.py:88 (場景 #6: EA HITL)
- routes/openclaw_bot_routes.py:98 (場景 #7: PPT 簡報)

Phase 6 A12 — 憲法級 ADR 三份
- ADR-028「LLM 路由統一準則」(269 行)
  - 5 大支柱：三主機級聯 / Ollama 優先 / 雙塔分工 / Gemini 鎖 7 場景 / 可觀測性
  - 8 個 provider 白名單（DB CHECK 對齊）
  - 30+ caller 名單分「已實作 / 規劃中」
- ADR-029「Hermes-First 雙塔分工」(222 行)
  - 12 項職責重劃表 + A7/A8/A10 落地對照
  - Gemini 月支出 -23.5%（critic 第 3 輪 B5 算術修正）
- ADR-027 附錄（+69 行）
  - 三主機架構（Primary/Secondary/Fallback）
  - 4 條獨立 fallback 鏈
  - 廢止「188 Ollama」概念
- README 索引更新

A11 critic 第 3 輪修補：5 BLOCKER 全清
- B1: 行數 1831 → 2677 (含 baseline 對照)
- B2: 場景 #4 行號 759/1267 → 1102/1628 + annual 不存在註明
- B3: 虛構 caller 改實存（ea_hitl_prefetch → ea_engine 等）
- B4: 白名單三層對齊（DB 8 = ADR 8 = token_report 補 ollama_secondary）
- B5: KPI 算術 50→38 = -23.5% 重核

services/telegram_templates.py: A5 daily_token_report() 函數
services/mcp_collector_service.py: 加 LOCKED-GEMINI 註解
services/elephant_alpha_orchestrator.py: 加 LOCKED-GEMINI 註解

103/103 unit test 全綠（zero regression）

Operation Ollama-First v5.0 / Phase 4 A10 + Phase 5 + Phase 6 A12

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
 2026-05-03 23:06:08 +08:00
OoO
4c6e4ca5fb style(ppt): align PPT palette perfectly with MOMO Pro v2 design tokens (Beige, Warm Ink, Caramel Orange) as per frontend upgrade roadmap 2026-05-02 15:01:55 +08:00
OoO
0c2e9bbced 串接 AI 洞察向量化與漏通知入口
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2026-04-29 23:05:46 +08:00
OoO
b766edfde2 fix: store_conversation signature, MCP model, and AI fallback message
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2026-04-28 12:26:49 +08:00
OoO
bc7113bc86 fix: ElephantAlpha crash, AiderHeal Ollama host, MCP integration for Hermes/NemoTron, and MCP hallucination
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2026-04-28 12:11:33 +08:00
ogt
a62b83f488 feat(aiops): 完整 MCP + OpenClaw 全景電商分析管線
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- 新增 services/mcp_collector_service.py：Gemini Search Grounding 外部情報收集
- 重寫 services/openclaw_strategist_service.py：真實 Gemini 2.5 Flash 分析，DB 持久化
- scheduler.py：修復 generate_meta_analysis_report ImportError，串接 Meta-Analysis
- elephant_alpha_autonomous_engine.py：新增 weekly_insight 觸發器路由 OpenClaw

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
 2026-04-21 12:50:35 +08:00