Use Case
Stop doing repetitive ai agent & automation tasks manually. Self Evolution lets your AI agent handle them automatically through natural conversation. Production-grade autonomous self-improvement system with research-backed meta-learning, safe self-modification, and continuous optimization. Based on AI safe... This guide shows practical examples of using Self Evolution to automate common ai agent & automation workflows and save hours every week.
Install Self Evolution: npx clawhub@latest --dir ~/.claude/skills install self-evolution
Identify the repetitive ai agent & automation tasks you want to automate
Describe the task to your AI in plain English
Self Evolution will execute the task and return results directly in the chat
Chain multiple tasks: ask your AI to run a sequence of operations
Copy these prompts and use them with your AI agent after installing Self Evolution
Automate my ai agent & automation tasks using Self Evolution
What repetitive tasks can Self Evolution handle for me?
Set up a workflow that runs Self Evolution every morning
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.