capability▌

"Evolution is not optional. Adapt or die."

"Evolution is not optional. Adapt or die."

Autonomous evolution engine that analyzes agent runtime history to identify failures and apply self-improvements through protocol-constrained code generation. \n \n Supports multiple evolution strategies (balanced, innovate, harden, repair-only, steady-state, auto) configurable via environment variables \n Integrates with EvoMap Hub via A2A protocol for distributed node coordination, asset publishing, and peer reviews \n Includes structured asset store (genes, capsules, events) for auditable, re