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Experience extraction and knowledge base management with instinct scoring
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Based on SOC occupation classification
Showing SKILL.md
| name | knowledge |
| description | Experience extraction and knowledge base management with instinct scoring |
| 工具 | 类型 | 用法 | 调用方式 |
|---|---|---|---|
| sou | MCP | 语义搜索 .knowledge/ | sou.search("关键词") |
| deepwiki | MCP | 补充外部技术知识 | deepwiki.query("主题") |
| SP requesting-code-review | Superpowers | Rev 阶段触发经验提取 | 自动 |
.knowledge/
├── index.md
├── project/ # PRD, 架构图, 技术栈
├── standards/ # 编码规范 (项目特有)
├── experience/
│ ├── patterns.md # 成功模式
│ ├── mistakes.md # 错误记录 (root cause + fix)
│ └── instincts.md # 直觉 (置信度评分)
└── tech/
| 时机 | 动作 | 工具 |
|---|---|---|
| vibe-init --scan | 扫描项目 → project/overview.md | sou, deepwiki, find/grep |
| RIPER R 阶段 | 读取相关知识 | sou.search(.knowledge/) |
| RIPER Rev 阶段 | 提取经验 → experience/ | SP review |
| 用户纠正 | 记录规则 |
| → conventions.md + mistakes.md |
| vibe-debug 完成 | 记录 root cause | → mistakes.md |
首次观察 → 0.3 → 重复 +0.1/次 → >0.8 且 >5 次 → 写入 conventions.md