self-improving-agent
Installation
SKILL.md
Self-Improving Agent Skill
An advanced learning system that turns Claude Code sessions into reusable knowledge through atomic "instincts" - small learned behaviors with confidence scoring and project scope isolation.
v2.1 adds project-scoped instincts — React patterns stay in your React project, Python conventions stay in your Python project, and universal patterns are shared globally.
Quick Reference
| Situation | Action |
|---|---|
| Command/operation fails | Log instinct or v1 learning |
| User corrects you | Create instinct with correction trigger |
| Discovering patterns | Log instinct with confidence score |
| Review learned behaviors | /instinct-status |
| Evolve instincts to skills | /evolve |
| Promote project → global | /promote |
| Setup observation hooks | Enable PreToolUse/PostToolUse hooks |