Use Case
Stop doing repetitive product manager tasks manually. Chain of Density lets your AI agent handle them automatically through natural conversation. Iteratively densify text summaries using Chain-of-Density technique. Use when compressing verbose documentation, condensing requirements, or creating executive summaries while preserving information density. This guide shows practical examples of using Chain of Density to automate common product manager workflows and save hours every week.
Install Chain of Density: npx clawhub@latest --dir ~/.claude/skills install chain-of-density
Identify the repetitive product manager tasks you want to automate
Describe the task to your AI in plain English
Chain of Density 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 Chain of Density
Automate my product manager tasks using Chain of Density
What repetitive tasks can Chain of Density handle for me?
Set up a workflow that runs Chain of Density every morning
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install chain-of-densityOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install chain-of-densityβ 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/chain-of-density/π‘Extract and place the folder at the path above, then restart your agent.