Iteratively densify text summaries using Chain-of-Density technique. Use when compressing verbose documentation, condensing requirements, or creating executive summaries while preserving information density.
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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.
Category
πProduct ManagerPlatforms
What Chain of Density can do for your AI workflow
Iteratively densify text directly from your Claude conversation
Works across Claude, Cursor, OpenClaw β install once, use everywhere
Trusted by 1,503+ developers worldwide
One-command installation β no complex setup required
Combine with other skills to build powerful multi-step AI workflows
Try these prompts with your AI agent after installing Chain of Density
Help me get started with Chain of Density
Explains what Chain of Density does, walks through the setup, and runs a quick demo based on your current project
Use Chain of Density to iteratively densify text summaries using Chain-of-Density technique
Invokes Chain of Density with the right parameters and returns the result directly in the conversation
What can I do with Chain of Density in my product manager workflow?
Lists the top use cases for Chain of Density, with example commands for each scenario
Guides & tutorials for AI skills
Chain of Density extends your AI assistant with the ability to iteratively densify text summaries using Chain-of-Density technique. Use when compressing verbose documentation, condensing requirements, or creating executive summaries while preserving information density. Rather than leaving your conversation to handle this manually, you can ask your Claude agent directly β and it will take care of the task end-to-end, using Chain of Density as its underlying capability.
Chain of Density works across Claude, Cursor, OpenClaw through the Model Context Protocol (MCP) β an open standard that lets AI clients share tools and skills without lock-in. Because MCP is platform-agnostic by design, you install Chain of Density once and it becomes available across all your AI clients. Whether you're working in Claude for focused sessions or Cursor for integrated workflows, the skill behaves consistently.
Getting started with Chain of Density takes about two minutes. Place the skill at `~/.claude/skills/chain-of-density/` (personal, all projects) or `.claude/skills/chain-of-density/` (project-specific), then restart your AI client. From that point, typing `/chain-of-density` in any conversation activates it, or the AI will use it on its own when it detects a relevant request.
Chain of Density has been installed 1,503 times, making it one of the more actively used skills in the Product Manager category. The install rate suggests it solves a real, recurring need rather than a niche edge case. The source code is open on GitHub β you can inspect it, contribute fixes, or fork it to adapt the skill for your specific setup. Like all skills on DiscoverAISkills, it is free to install and use. The broader AI skills ecosystem continues to expand as developers contribute new capabilities across categories like developer tools, data analysis, writing, automation, and more.
Place the skill folder at ~/.claude/skills/chain-of-density/ for personal use (all projects), or .claude/skills/chain-of-density/ for project-specific use. Restart your AI client, then invoke with /chain-of-density or let the AI discover it automatically.
Chain of Density supports Claude, Cursor, OpenClaw. It integrates seamlessly with these AI platforms to extend their capabilities.
Chain of Density is free to install. Check the repository for licensing information.
Iteratively densify text summaries using Chain-of-Density technique. Use when compressing verbose documentation, condensing requirements, or creating executive summaries while preserving information density.
Links
Automate my product manager tasks using Chain of Density
Identifies repetitive steps in your workflow and sets up Chain of Density to handle them automatically
MCP vs traditional plugins: what's the difference?
Chain of Density is categorized under Product Manager. These skills help AI agents perform specialized tasks in this domain.