{"slug":"agentsope-agentsop-hybrid-retrieval","source_name":"agentsope/agentsop-hybrid-retrieval","name":"Agentsope/Agentsop Hybrid Retrieval","description":"Enhancement-overlay SOP for adding sparse (BM25 / keyword) retrieval alongside\ndense (embedding) retrieval. Activate when a calling agent is building, reviewing,\nor debugging a retrieval pipeline whose corpus contains exact-match tokens —\nidentifiers, error codes, SKUs, API/function names, proper nouns, citations, rare\njargon — that pure dense embedding silently misses. Encodes the single decision\nrule (**hybrid is traffic-driven, not theoretical: add sparse only when the query\nshare that depend","version":1,"lift":{"pass_rate_delta_pts":13.04,"pass_rate_pct":95.7,"total_cases":23,"passed_cases":22,"tokens_delta_pct":250.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-24T14:04:33.544577+00:00"},"skill_score":0.9565,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.04,"with_pass_pct":95.7,"without_pass_pct":82.6,"tokens_delta_pct":250.6,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-24T14:04:33.544577+00:00","run_id":"bbd69f13-9abc-4d24-a106-6db7c77470b6","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":"866638ac08562c8cc4d0d70046b04c9e965e267e103a7c39cb8f8e0a478728b3","raw_url":"https://app.decimal.ai/s/agentsope-agentsop-hybrid-retrieval/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/agentsope-agentsop-hybrid-retrieval"}