# Agent Evolver > AI Agent self-evolution engine that enables agents to learn from experience, detect problems, extract insights. Use when this capability is needed. - Skill: `tomevault-io/agent-evolver` (Agent Skill, multi-file: 2 files) - Install (CLI): `npx skillmds@latest add tomevault-io/agent-evolver` - Raw SKILL.md: https://api.skillmd.com/api/skills/tomevault-io/agent-evolver/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: AI & ML - Author: tomevault-io (https://skillmd.com/u/tomevault-io) - Updated: 2026-09-17 - Page: https://skillmd.com/skills/tomevault-io/agent-evolver --- # agent-evolver AI Agent self-evolution engine that enables agents to learn from experience, detect problems, extract insights. ## Install ``` npx clawhub@latest install agent-evolver ``` --- > Source: [Demerzels-lab/elsamultiskillagent](https://github.com/Demerzels-lab/elsamultiskillagent) — distributed by [TomeVault](https://tomevault.io).