self-improve
SKILL.md
Self-Improve Framework
A pluggable self-improvement framework for AI agents. Automatically learns from mistakes, corrections, and feedback to continuously improve execution quality.
Description
Self-Improve enables your agent team to evolve over time:
- Scans agent memory logs for learning signals
- Extracts reusable experience rules
- Proposes improvements to system files (with approval workflow)
- Maintains a 3-tier memory system (HOT/WARM/COLD)
When to Use
- Automatic (Cron): Runs every 3 days by default
- Manual trigger: When user asks to "run self-improve" or "learn and improve"
- After significant events: User can request immediate run after major corrections