self-improvement
Installation
SKILL.md
Self-Improvement Patterns for AI Agents
Patterns learned from studying actionbook and accomplish-ai repositories.
Core Principles
1. Token Efficiency is Critical
| Approach | Tokens | Cost |
|---|---|---|
| Full HTML page | 50,000 | $$$ |
| Relevant DOM only | 500 | $ |
| Savings: 100x |
Apply to everything:
- Don't read entire files when you only need a section
- Use semantic search (QMD) instead of grep through everything
- Batch related operations