domains / families / agent-tooling / capability-evolver

capability-evolver

separate

A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.

When to use

• Auto-Log Analysis
• Self-Repair
• GEP Protocol
• One-Command Evolution
• Standard Run
• Review Mode
• Mad Dog Mode
• Auditable Evolution

When not to use

• Hardcoding node ID in scripts
• Modifying evolver's own source code in production

Skill page

Source