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rag-implementation

100 / 100 · Low risk

Fine to try.

By lifangda/claude-plugins (GitHub) · other · 43 stars · scanned at commit 76d90e8

Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

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=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/lifangda/claude-plugins' "$d" && git -C "$d" checkout --quiet '76d90e8304f792a3c98ddd4172ec7ec59b1e656f' -- 'cli-tool/skills-library/llm-application-dev/rag-implementation' && mkdir -p ~/.agents/skills && cp -R "$d"/'cli-tool/skills-library/llm-application-dev/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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Score history

Also found in

Identical copies of this skill exist at:

• ahang1598/doubao-workbuddy-qwenwork-skills/workbuddy/official_experts/external_plugins/llm-application-dev/skills/rag-implementation
• infometa/workbuddyskills/plugins/codebuddy-plugins-official/external_plugins/llm-application-dev/skills/rag-implementation
• jameswang1010/AI-Document-Invoice-System-with-OCR/.agent/skills/rag-implementation