Use Case
Self Evolve is a powerful AI agent skill that extends your assistant with new capabilities. Agent autonomous evolution engine - allows AI agents to continue to become stronger like biological evolution. Core loop: Perceive the gap β Search for solutions β Design experiments β Run experiments β Choose the winner β Solidify β Next round. Usage scenarios: regular autonomous evolution, capability upgrade, workflow optimization, skill/tool ββiteration. Keywords: evolution, evolution, self-improve, A/B... This guide walks you through installing Self Evolve, configuring it for your setup, and running your first commands β so you can start getting value in minutes.
Install Self Evolve: npx clawhub@latest --dir ~/.claude/skills install self-evolve-agent
Restart your AI client (Claude Code, Cursor, Gemini CLI, or OpenClaw)
Type a natural language request related to ai agent & automation to trigger Self Evolve
Review the output and refine your prompt for better results
Combine Self Evolve with other skills to build multi-step workflows
Copy these prompts and use them with your AI agent after installing Self Evolve
Help me get started with Self Evolve
What can Self Evolve do for my ai agent & automation workflow?
Show me an example of using Self Evolve
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install self-evolve-agentOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install self-evolve-agentβ οΈ Requires Node.js 18+. No Node? Use Option 2 below to download the ZIP instead. Install Node.js β
Option 2: Manual install (no Node required)
Download the ZIP, extract it, and place the folder at the path below. Restart your agent to activate.
Install path
~/.claude/skills/self-evolve-agent/π‘Extract and place the folder at the path above, then restart your agent.