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sanguo_moziplus_v2/skills/skill-management/references/apply.md
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[moz] impl(skill-mgmt): S1+S2 实现 — skill-management Skill + 设计文档修复
S1: AGENTS.md 经验闭环规则(workspace 层,单独管理)
S2: skill-management Skill 完整实现
  - SKILL.md(主:综述 + 四阶段速查 + 验证标准 + 自我修补规则)
  - references/discover-l1.md(各 agent 03:00 自蒸馏操作指南)
  - references/discover-l2.md(庞统 05:00 整合审查操作指南)
  - references/distill.md(蒸馏规范 + 验证标准 + 矛盾处理)
  - references/apply.md(openclaw 原生机制 + per-agent 可见性)
  - references/improve.md(引用追踪 + 淘汰 + 提升)
  - assets/templates/skill-template.md(SKILL.md 标准模板)
  - assets/templates/signal-format.md(信号输出格式模板)
  - assets/checklists/quality-check.md(质量检查清单)

文档修复:cron 错开时间 5min → 15min
2026-06-18 22:13:01 +08:00

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# APPLY — Skill 应用阶段
## 机制
APPLY 完全基于 openclaw 原生 skill 机制,不需要额外代码:
1. openclaw 扫描 skills 目录 → 生成 `<available_skills>` 列表(只有 name + description
2. Agent 按 description 匹配 → `read` SKILL.md 完整内容
3. Agent 按内容执行
## 渐进式加载
- L1`<available_skills>` 列表(~100 token/skill)— 每次启动注入
- L2Agent `read` SKILL.md — 按需加载
- L3SKILL.md 内引用的 references/ 文件 — 按需加载
## Skill 存放位置与可见性
| 位置 | 可见性 | 优先级 |
|------|--------|--------|
| `~/.openclaw/workspace-<agent>/skills/` | 仅该 agent | 1(最高) |
| `~/.sanguo_projects/sanguo_mozi/skills/` | 所有 moziplus agent | 6(最低) |
workspace 版本覆盖公共版本——agent 可以有自己改进过的版本。
## 自我修补
使用 Skill 时发现问题(缺步骤、过时信息、命令变更)→ **立即** 通过 skill_workshop 提交 revise proposal
```python
skill_workshop(action="revise", proposal_id="<id>", proposal_content="<修改后的内容>")
```
不等定时任务,不等到下次 review。