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docs(adr+skills): ADR-092 AI Decision LLM 層 + Skill 03 更新統一 LLM pattern
首席架構師 2026-04-19 Review 92/100 Grade A 後的完整文檔化:
**ADR-092 新建 (AI Decision LLM 擴展架構)**:
- 背景: 14 scanner 中 8 個純 threshold,違反 feedback_ai_autonomous_direction
- 決策: 4 個 LLM service + 統一 pattern (llm_json_parser)
- 約束 5 鐵律: 失敗不 raise / AI 只建議不動作 / openclaw 統一入口 /
aol 留痕 / 繁中 + JSON schema
- 節流: Daily cron + 事件觸發 (red_ratio>30% 且 scanned>=50)
- autonomy_score 0-100 量化追蹤
- 實作成果 + P1 剩餘 + 回滾計畫
**Skill 03 openclaw-cognitive-expert 更新**:
- 新增「2026-04-19 AI Decision LLM 擴展層」章節
- Pattern code 範本 (不是每次重寫 3-path parse)
- 4 LLM service 對照表 + required_key
- 擴加 5 鐵律清單
- autonomy_score 追蹤使用說明
下 session Claude 接手時能快速看到 LLM service pattern,不會重複造輪子.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-04-19 22:42:58 +08:00
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