Use Case
RAG is a powerful AI agent skill that extends your assistant with new capabilities. Build, optimize, and debug RAG pipelines with chunking strategies, retrieval tuning, evaluation metrics, and production monitoring. This guide walks you through installing RAG, configuring it for your setup, and running your first commands β so you can start getting value in minutes.
Install RAG: npx clawhub@latest --dir ~/.claude/skills install rag
Restart your AI client (Claude Code, Cursor, Gemini CLI, or OpenClaw)
Type a natural language request related to developer & devops to trigger RAG
Review the output and refine your prompt for better results
Combine RAG with other skills to build multi-step workflows
Copy these prompts and use them with your AI agent after installing RAG
Help me get started with RAG
What can RAG do for my developer & devops workflow?
Show me an example of using RAG
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install ragOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install ragβ 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/rag/π‘Extract and place the folder at the path above, then restart your agent.