{"repo":"floflo777/claude-rag-skills","free":true,"listed":false,"github":"https://github.com/floflo777/claude-rag-skills","clone":"git clone https://github.com/floflo777/claude-rag-skills.git","description":"Professional RAG development skills for Claude Code - audit, evaluate, optimize, and scaffold RAG pipelines","language":null,"stars":33,"topics":["ai","claude-code","embeddings","llm","rag","retrieval-augmented-generation","skills","vector-database"],"license":"MIT","category":"ai-agents","readme_excerpt":"Ailog RAG Skills for Claude Code Professional skills for building, auditing, evaluating, and optimizing RAG (Retrieval-Augmented Generation) systems with Claude Code. Overview These skills help you build production-grade RAG pipelines by providing: Skill Command Description ------- --------- ------------- RAG Audit /rag-audit Analyze existing RAG code for anti-patterns and issues RAG Eval /rag-eval Evaluate RAG quality with metrics and benchmarking Chunking Advisor /chunking-advisor Get optimal chunking strategy recommendations RAG Scaffold /rag-scaffold Generate production-ready RAG boilerplate Quick Start Installation Option 1: Via Claude Code Marketplace (Recommended) Option 2: Manual Installation Usage After installation, use the skills in any Claude Code session: Skills Documentation /rag-audit - RAG Code Auditor Scans your codebase for RAG implementations and identifies: - Chunking issues : Wrong size, no overlap, boundary problems - Embedding problems : Model mismatch, no caching, batch issues - Retrieval anti-patterns : Fixed top-k, no reranking, missing hybrid search - Generation issues : Context overflow, poor prompts, no citations - Production gaps : Missing error handling, logging, caching Example output: /rag-eval - RAG Evaluator Evaluates your RAG system with standard metrics: Retrieval Metrics: - Recall@K, Precision@K - Mean Reciprocal Rank (MRR) - Normalized Discounted Cumulative Gain (NDCG) Generation Metrics: - Faithfulness (grounded in context) - Relevance ","default_branch":null,"files":null,"tree":[],"storefront":"/r/floflo777","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/floflo777/claude-rag-skills/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}