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@@ -1855,6 +1855,10 @@ experience:
| 12 | 经验沉淀 | 任务完成后自动触发 AI 蒸馏 | + 规划/执行/异常时自动检索 |
| 13 | 实现方式 | **一次性完整实现** | 不做最小集迭代，避免做着做着偏离 |
| 14 | 治理原则 | **质量优先，成本和工期为质量让步，但有硬性上限** | 见 4.1 治理框架 |
| 15 | Agent 调度机制 | **`openclaw agent` CLI** | 司马懿评审：废弃自建 WS Client，改用 CLI |
| 16 | 数据存储 | **SQLite 为唯一权威，文件系统为索引缓存** | 司马懿评审：消除双写一致性问题 |
| 17 | 经验蒸馏 | **先两层（surface+heuristic），验证后扩展** | 司马懿评审：五层过重，YAGNI |
| 18 | 实施策略 | **分批集成（设计一次做完，实现分批验证）** | 司马懿评审：骨架→智能→高级 |
### 4.1 质量/成本/工期治理框架