Use Case
Stop doing repetitive product manager tasks manually. Continuous Evolution lets your AI agent handle them automatically through natural conversation. Automatically records experience, analyzes skill gaps, updates capability scores, and generates priority tasks to ensure continuous improvement after each task. This guide shows practical examples of using Continuous Evolution to automate common product manager workflows and save hours every week.
Install Continuous Evolution: npx clawhub@latest --dir ~/.claude/skills install continuous-evolution
Identify the repetitive product manager tasks you want to automate
Describe the task to your AI in plain English
Continuous 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 Continuous Evolution
Automate my product manager tasks using Continuous Evolution
What repetitive tasks can Continuous Evolution handle for me?
Set up a workflow that runs Continuous Evolution every morning
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.