Use Case
Chain of Density is a powerful AI agent skill that extends your assistant with new capabilities. 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 walks you through installing Chain of Density, configuring it for your setup, and running your first commands β so you can start getting value in minutes.
Install Chain of Density: npx clawhub@latest --dir ~/.claude/skills install chain-of-density
Restart your AI client (Claude Code, Cursor, Gemini CLI, or OpenClaw)
Type a natural language request related to product manager to trigger Chain of Density
Review the output and refine your prompt for better results
Combine Chain of Density with other skills to build multi-step workflows
Copy these prompts and use them with your AI agent after installing Chain of Density
Help me get started with Chain of Density
What can Chain of Density do for my product manager workflow?
Show me an example of using Chain of Density
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.