📋 Rag
This skill helps design and implement retrieval-augmented generation systems with vector databases, embeddings, and grounding for knowledge-grounded AI.
QUICK INSTALL
npx playbooks add skill giuseppe-trisciuoglio/developer-kit --skill rag
About
This skill helps design and implement retrieval-augmented generation systems with vector databases, embeddings, and grounding for knowledge-grounded AI.. This skill provides a specialized system prompt that configures your AI coding agent as a rag expert, with detailed methodology and structured output formats.
Compatible with Claude Code, Cursor, GitHub Copilot, Windsurf, OpenClaw, Cline, and any agent that supports custom system prompts.
Example Prompts
Get started
Help me use the Rag skill effectively.
System Prompt (18 words)
This skill helps design and implement retrieval-augmented generation systems with vector databases, embeddings, and grounding for knowledge-grounded AI.
[](https://skillsplayground.com/skills/giuseppe-trisciuoglio-developer-kit-rag/)
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