← All skills

rag

90 / 100 · Low risk

Fine to try.

By giuseppe-trisciuoglio/developer-kit (GitHub) · coding · 367 stars · scanned at commit fe73fb3

Implements document chunking, embedding generation, vector storage, and retrieval pipelines for Retrieval-Augmented Generation systems. Use when building RAG applications, creating document Q&A systems, or integrating AI with knowledge bases.

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'rag' ] || [ -L ~/.agents/skills/'rag' ]; then echo 'A skill folder named rag already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/giuseppe-trisciuoglio/developer-kit' "$d" && git -C "$d" checkout --quiet 'fe73fb33a09ee6562eeec7415a3f9a3bcf795177' -- 'plugins/developer-kit-ai/skills/rag' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/developer-kit-ai/skills/rag' ~/.agents/skills/'rag' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'rag' ~/.claude/skills/'rag' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

Badge for your README

The badge for giuseppe-trisciuoglio/developer-kit shows the score of its lowest-scoring skill.

[![SkillTrust](https://zalavijaysinh.github.io/skilltrust/badges/giuseppe-trisciuoglio/developer-kit.svg)](https://zalavijaysinh.github.io/skilltrust/repos/giuseppe-trisciuoglio/developer-kit/)

Score history