Use Case
Self Evolution is a powerful AI agent skill that extends your assistant with new capabilities. Production-grade autonomous self-improvement system with research-backed meta-learning, safe self-modification, and continuous optimization. Based on AI safe... This guide walks you through installing Self Evolution, configuring it for your setup, and running your first commands β so you can start getting value in minutes.
Install Self Evolution: npx clawhub@latest --dir ~/.claude/skills install self-evolution
Restart your AI client (Claude Code, Cursor, Gemini CLI, or OpenClaw)
Type a natural language request related to ai agent & automation to trigger Self Evolution
Review the output and refine your prompt for better results
Combine Self Evolution with other skills to build multi-step workflows
Copy these prompts and use them with your AI agent after installing Self Evolution
Help me get started with Self Evolution
What can Self Evolution do for my ai agent & automation workflow?
Show me an example of using Self Evolution
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install self-evolutionOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install self-evolutionβ 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-evolution/π‘Extract and place the folder at the path above, then restart your agent.