{"slug":"wshobson-hybrid-search-implementation","source_name":"wshobson/hybrid-search-implementation","name":"Wshobson/Hybrid Search Implementation","description":"Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.","version":1,"lift":{"pass_rate_delta_pts":-100,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":1.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-07T12:17:35.523932+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":-100,"with_pass_pct":0,"without_pass_pct":100,"tokens_delta_pct":1.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-07T12:17:35.523932+00:00","run_id":"96905da5-3820-4f52-a925-c52d91dae9e1","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":"7918d578ddb9628e20c225288f880a00c7b63a7f46b41ea2906b3f33c5d36a81","raw_url":"https://app.decimal.ai/s/wshobson-hybrid-search-implementation/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/wshobson-hybrid-search-implementation"}