rag-implementation

Quick Review

The skill provides a solid conceptual overview of RAG implementation with clear principles, capabilities, and anti-patterns. However, it lacks concrete implementation details, code examples, and step-by-step guidance needed to actually build a RAG system. The SKILL.md appears incomplete (text cuts off mid-sentence in principles). While the structure is organized with good sections for patterns and sharp edges, the task knowledge is insufficient—a CLI agent would know *what* to avoid but not *how* to implement chunking strategies, embeddings, or vector stores. The novelty is moderate as RAG is complex but the skill doesn't provide enough differentiation from standard documentation. To improve: add concrete code snippets, chunking algorithms, vector store setup examples, and retrieval pipeline implementations.