Use Case
Continuous Evolution is a powerful AI agent skill that extends your assistant with new capabilities. Automatically records experience, analyzes skill gaps, updates capability scores, and generates priority tasks to ensure continuous improvement after each task. This guide walks you through installing Continuous Evolution, configuring it for your setup, and running your first commands β so you can start getting value in minutes.
Install Continuous Evolution: npx clawhub@latest --dir ~/.claude/skills install continuous-evolution
Restart your AI client (Claude Code, Cursor, Gemini CLI, or OpenClaw)
Type a natural language request related to product manager to trigger Continuous Evolution
Review the output and refine your prompt for better results
Combine Continuous Evolution with other skills to build multi-step workflows
Copy these prompts and use them with your AI agent after installing Continuous Evolution
Help me get started with Continuous Evolution
What can Continuous Evolution do for my product manager workflow?
Show me an example of using Continuous Evolution
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install continuous-evolutionOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install continuous-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/continuous-evolution/π‘Extract and place the folder at the path above, then restart your agent.