00-build-your-rag-skill
Create your RAG skill in one prompt, then learn to improve it throughout the chapter
npx skills add majiayu000/claude-skill-registry --skill 00-build-your-rag-skill --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Build Your RAG Skill Before learning RAG (Retrieval-Augmented Generation)—the architecture that gives AI agents access to your private data—you will **own** a RAG skill. --- ## Step 1: Get the Skills Lab 1. Go to [github.com/panaversity/claude-code-skills-lab](https://github.com/panaversity/claude-code-skills-lab) 2. Click the green **Code** button 3. Select **Download ZIP** 4. Extract the ZIP file 5. Open the extracted folder in your terminal ```bash cd claude-code-skills-lab claude ``` --- ## Step 2: Create Your Skill Copy and paste this prompt: ``` Using your skill creator skill create a new skill for RAG (Retrieval-Augmented Generation) systems. I will use it to build production RAG pipelines with LangChain and Qdrant vector database - from simple semantic search to advanced patterns like HyDE, CRAG, and Agentic RAG. Use context7 skill to study official LangChain and Qdrant documentation and then build it so no self assumed knowledge. ``` Claude will: 1. Fetch official LangChain and Qdrant documentation via Context7 2. Ask you clarifying questions (chunking strategies, embedding models, retrieval patterns) 3. Create the complete skill with ingestion pipelines, retrieval patte
- Step 1: Get the Skills Lab
- Step 2: Create Your Skill
- Done
cd claude-code-skills-lab claude
What does the 00-build-your-rag-skill skill do?
Create your RAG skill in one prompt, then learn to improve it throughout the chapter
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill 00-build-your-rag-skill --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.