Use Case
Recursive Self Improvement is a powerful AI agent skill that extends your assistant with new capabilities. A recursive self-improving system that automatically detects errors and fixes them, or continuously optimizes and refactors them. Contains repair mode and optimization mode, supporting concurrent execution, automated testing, performance monitoring, intelligent scheduling, adaptive learning, error prediction and exception recovery. For systems that require continuous self-optimization. This guide walks you through installing Recursive Self Improvement, configuring it for your setup, and running your first commands β so you can start getting value in minutes.
Install Recursive Self Improvement: npx clawhub@latest --dir ~/.claude/skills install recursive-self-improvement
Restart your AI client (Claude Code, Cursor, Gemini CLI, or OpenClaw)
Type a natural language request related to ai agent & automation to trigger Recursive Self Improvement
Review the output and refine your prompt for better results
Combine Recursive Self Improvement with other skills to build multi-step workflows
Copy these prompts and use them with your AI agent after installing Recursive Self Improvement
Help me get started with Recursive Self Improvement
What can Recursive Self Improvement do for my ai agent & automation workflow?
Show me an example of using Recursive Self Improvement
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install recursive-self-improvementOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install recursive-self-improvementβ 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/recursive-self-improvement/π‘Extract and place the folder at the path above, then restart your agent.