# Evolve agent behavior into auditable Genes and Capsules with Evolver

> Turn recurring agent lessons, logs, and strategy tweaks into reviewable GEP evolution artifacts that can be applied across supported coding-agent runtimes.

- Skill: `agentskillexchange/evolve-agent-behavior-into-auditable-genes-and-capsules-with` (Agent Skill)
- Install (CLI): `npx skillmds@latest add agentskillexchange/evolve-agent-behavior-into-auditable-genes-and-capsules-with`
- Raw SKILL.md: https://api.skillmd.com/api/skills/agentskillexchange/evolve-agent-behavior-into-auditable-genes-and-capsules-with/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: agentskillexchange (https://skillmd.com/u/agentskillexchange)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/agentskillexchange/evolve-agent-behavior-into-auditable-genes-and-capsules-with

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# Evolve agent behavior into auditable Genes and Capsules with Evolver

Turn recurring agent lessons, logs, and strategy tweaks into reviewable GEP evolution artifacts that can be applied across supported coding-agent runtimes.

## Prerequisites

Node.js 18+, Git, npm, a git-initialized project, optional hooks for Cursor, Claude Code, Codex, Kiro, opencode, or OpenClaw

## Installation

No source-backed install or usage instructions could be extracted automatically. Review the upstream project before running this skill in a sensitive workflow.

- Source: https://github.com/EvoMap/evolver

## Documentation

- https://evomap.ai/wiki

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/evolve-agent-behavior-into-auditable-genes-and-capsules-with-evolver/)