大海
85 lines
2.2 KiB
Markdown
85 lines
2.2 KiB
Markdown
---
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name: self-evolution
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description: Post-task reflection, pattern extraction, skill generation, memory update. Continuous self-improvement loop.
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metadata: { "openclaw": { "emoji": "🧬" } }
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---
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# Self-Evolution — Continuous Improvement Loop
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After every completed task, run the evolution cycle. Each task makes the system stronger.
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## Evolution Cycle (9 Steps)
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### 1. Record Successes
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What worked? Why? Can we replicate it?
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→ `/reflections/YYYY-MM-DD-<task>.md`
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### 2. Record Failures
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What broke? Root cause? Fix applied?
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→ same reflection file
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### 3. Generate New Skill
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Does this task create a reusable capability? If yes:
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→ `/skills/<skill-name>.md` (YAML frontmatter + usage guide)
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### 4. Update Memory
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Write today's key events to daily log.
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→ `memory/daily/YYYY-MM-DD.md`
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### 5. Update Best Practices
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Extract reusable patterns that worked.
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→ `/patterns/design-patterns.md` (problem → solution → anti-pattern)
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### 6. Update Prompt Templates
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Did we create a useful prompt format? Template it.
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→ `/patterns/prompt-templates.md`
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### 7. Update Tool Strategy
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Did we learn about tool selection/sequencing?
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→ `/playbooks/` or pattern file
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### 8. Update CodeGraph
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Re-index the workspace to capture new code.
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```bash
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node src/codegraph/index.js index . --force
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```
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### 9. Update Compression Rules
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Did we discover new content type → compression strategy mappings?
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→ update `src/compression/detector.js` signal weights
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## Directory Structure
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```
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workspace/
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├── reflections/ ← 每次任务的反思 (YYYY-MM-DD-<task>.md)
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├── patterns/ ← 可复用设计模式
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├── playbooks/ ← 常用任务的操作手册
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├── skills/ ← 能力技能文件
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└── memory/ ← 长期记忆系统
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```
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## Integration with Existing Systems
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- **Dream Cycle** (cron 4:00) → 自动整合 reflections/ 到 memory/
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- **Memory Search** → 可检索过往反思
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- **CodeGraph** → 索引所有演化产物
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## Quality Gate
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After each evolution cycle, verify:
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- [ ] reflections/ 有本次任务的反思文件
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- [ ] 如果产生了新模式 → patterns/ 已更新
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- [ ] 如果产生了新能力 → skills/ 已创建
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- [ ] memory/daily/ 已写入今日总结
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- [ ] 所有新代码可独立运行
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