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rag-implementation

85 / 100 · Low risk

Fine to try. Some of what it can do is expected: a data skill usually connects to databases or online services with your credentials.

By diegosouzapw/awesome-omni-skill (GitHub) · data · 66 stars · scanned at commit a6b3c30

RAG (Retrieval-Augmented Generation) implementation workflow covering embedding selection, vector database setup, chunking strategies, and retrieval optimization.

Works with any agent that supports SKILL.md skills.

What this skill can do

Other copies in this repository

diegosouzapw/awesome-omni-skill has 1 more folder with a skill named rag-implementation. This page shows the lowest-scoring copy.

• skills/ai-agents/rag-implementation 85/100 · Low risk

Install

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

if [ -e ~/.agents/skills/'rag-implementation' ] || [ -L ~/.agents/skills/'rag-implementation' ]; then echo 'A skill folder named rag-implementation already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/diegosouzapw/awesome-omni-skill' "$d" && git -C "$d" checkout --quiet 'a6b3c3005cedf056a48b084671c6282426d6e9fc' -- 'skills/data-ai/rag-implementation' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/data-ai/rag-implementation' ~/.agents/skills/'rag-implementation' && 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-implementation' ~/.claude/skills/'rag-implementation' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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