evolver
Evolver is a Gene Expression Programming powered self-evolution engine designed for AI agents. It transforms ad hoc prompt adjustments into auditable, reusable evolution assets structured as Genes, Capsules, and Events. Unlike systems relying on unstable skill documentation or manual prompt engineering, Evolver encodes agent experience into compact Gene representations that enable iterative experience accumulation and robust performance gains under structural perturbation. Research demonstrates that this gene-based approach significantly outperforms documentation-oriented strategies, with critical benchmark scores nearly doubling in controlled trials. The engine allows developers to install and run evolution loops directly within any Git repository via npm, facilitating a shift from static agent configurations to dynamic, self-improving systems. Evolver supports rapid iteration, deeper GEP integration, and enhanced memory systems, serving as the core architecture for the EvoMap ecosystem. It addresses the nee