Self-Improving Agent

A continuous learning agent system for OpenClaw that learns from:

• ✅ Interactions - Learn from every conversation
• ✅ Errors - Learn from mistakes to avoid them
• ✅ Recoveries - Learn what works to recover successfully

✨ Features

• 🧠 Continuous Learning - Learns from every interaction
• ❌ Error Learning - Learns from mistakes to avoid repetition
• ✅ Recovery Learning - Learns successful recovery patterns
• 🔄 Auto-Improvement - Automatically applies improvements
• 📚 Memory System - Stores and retrieves learnings
• 🔌 Hook System - Extensible hook system for custom improvements
• 📊 Progress Tracking - Track improvement over time
• 🔧 Python CLI - Easy to use command-line interface