🎉 init: 小龙的工作空间

2026-06-06 10:40:48 +08:00
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+---
+name: self-evolution
+description: Post-task reflection, pattern extraction, skill generation, memory update. Continuous self-improvement loop.
+metadata: { "openclaw": { "emoji": "🧬" } }
+---
+
+# Self-Evolution — Continuous Improvement Loop
+
+After every completed task, run the evolution cycle. Each task makes the system stronger.
+
+## Evolution Cycle (9 Steps)
+
+### 1. Record Successes
+What worked? Why? Can we replicate it?
+
+→ `/reflections/YYYY-MM-DD-<task>.md`
+
+### 2. Record Failures
+What broke? Root cause? Fix applied?
+
+→ same reflection file
+
+### 3. Generate New Skill
+Does this task create a reusable capability? If yes:
+
+→ `/skills/<skill-name>.md` (YAML frontmatter + usage guide)
+
+### 4. Update Memory
+Write today's key events to daily log.
+
+→ `memory/daily/YYYY-MM-DD.md`
+
+### 5. Update Best Practices
+Extract reusable patterns that worked.
+
+→ `/patterns/design-patterns.md` (problem → solution → anti-pattern)
+
+### 6. Update Prompt Templates
+Did we create a useful prompt format? Template it.
+
+→ `/patterns/prompt-templates.md`
+
+### 7. Update Tool Strategy
+Did we learn about tool selection/sequencing?
+
+→ `/playbooks/` or pattern file
+
+### 8. Update CodeGraph
+Re-index the workspace to capture new code.
+
+```bash
+node src/codegraph/index.js index . --force
+```
+
+### 9. Update Compression Rules
+Did we discover new content type → compression strategy mappings?
+
+→ update `src/compression/detector.js` signal weights
+
+## Directory Structure
+
+```
+workspace/
+├── reflections/    ← 每次任务的反思 (YYYY-MM-DD-<task>.md)
+├── patterns/       ← 可复用设计模式
+├── playbooks/      ← 常用任务的操作手册
+├── skills/         ← 能力技能文件
+└── memory/         ← 长期记忆系统
+```
+
+## Integration with Existing Systems
+
+- **Dream Cycle** (cron 4:00) → 自动整合 reflections/ 到 memory/
+- **Memory Search** → 可检索过往反思
+- **CodeGraph** → 索引所有演化产物
+
+## Quality Gate
+
+After each evolution cycle, verify:
+- [ ] reflections/ 有本次任务的反思文件
+- [ ] 如果产生了新模式 → patterns/ 已更新
+- [ ] 如果产生了新能力 → skills/ 已创建
+- [ ] memory/daily/ 已写入今日总结
+- [ ] 所有新代码可独立运行