{"slug":"davila7-rag-engineer","source_name":"davila7/rag-engineer","name":"Davila7/RAG Engineer","description":"Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications. Use when: building RAG, vector search, embeddings, semantic search, document retrieval.","version":1,"lift":{"pass_rate_delta_pts":8.7,"pass_rate_pct":100,"total_cases":23,"passed_cases":23,"tokens_delta_pct":16.9,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-11T21:25:11.503901+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":8.7,"with_pass_pct":100,"without_pass_pct":91.3,"tokens_delta_pct":16.9,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-11T21:25:11.503901+00:00","run_id":"308beee6-6de6-4d09-8990-065e7d181175","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"07c7dfdc1165ad6c42379c33056fcaf400d4d23498fbdc53b8b1ee83ea6594d9","raw_url":"https://app.decimal.ai/s/davila7-rag-engineer/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/davila7-rag-engineer"}