Continuous Learning V2

v2 Instinct-based learning system. Builds confidence through repeated observations and evolves high-confidence patterns into skills.

wenjunduan bd8ad3f 857 B Updated

File contents

Continuous Learning v2 (Instinct System)

Instinct 生命周期

观察 → 记录 instinct (confidence=0.3)
  → 再次观察同一模式 → confidence += 0.15
  → confidence > 0.8 AND count > 5 → 建议 evolve
  → evolve → 生成独立 skill 文件

Instinct 格式

- id: INST-{{序号}}
  pattern: "描述"
  confidence: 0.45
  observations: 3
  first_seen: "2026-02-06"
  last_seen: "2026-02-06"
  category: "coding-pattern"

存储

.knowledge/experience/instincts.md

命令集成

  • vibe-learn → 手动触发提取
  • vibe-learn --export → 导出 instincts JSON
  • vibe-learn --import FILE → 导入 instincts

wenjunduan/rlues/tree/main/vibeCoding/old-version/claude/config-agent_v8.0/.claude/skills/continuous-learning-v2 commit bd8ad3f379

Frequently asked questions

npx skillmds@latest add wenjunduan/continuous-learning-v2