#a2a

Evolver, the core engine of the EvoMap ecosystem, is a GEP-protocol-powered self-evolution engine for AI agents. It transforms ad-hoc prompt adjustments into auditable and reusable evolution assets like Genes and Capsules. By scanning runtime logs and identifying error patterns, Evolver selects suitable assets and generates standardized GEP prompts to guide the AI agent's next evolutionary step. It supports various strategy presets and integrates with major agent runtimes like OpenClaw and Cursor, enabling automated agent self-repair and capability enhancement.