The Digital Futurist logoSkills and Prompt Registry
type role-indexrole rag-engineercategory ai-ml/llm-systemsowner Thomas Cherickalcurator Thomas Cherickalupdated 2026-11-15

RAG Engineer Skills

Skill Use it when id
chunking-strategy when building or fixing a RAG index SK-RAG-ENGINEER-chunking-strategy
retrieval-eval before changing embeddings, chunking or rerankers SK-RAG-ENGINEER-retrieval-eval
hybrid-search-rerank when pure vector search misses exact terms or ranks poorly SK-RAG-ENGINEER-hybrid-search-rerank