Self-Evolution Engine

Autonomous learning and improvement system that continuously evolves agent behavior based on interaction patterns, feedback, and outcomes.

Core Concepts

Evolution Cycle

Experience → Pattern Detection → Learning → Validation → Integration
     ↑                                                        ↓
     └────────────────── Feedback Loop ←───────────────────────┘

Key Components