{"slug":"agentsope-agentsop-multi-tenant-rag","source_name":"agentsope/agentsop-multi-tenant-rag","name":"Agentsope/Agentsop Multi Tenant RAG","description":"Security-first SOP for multi-tenant RAG systems. Activate when a calling agent\nis building, reviewing, or debugging any retrieval pipeline whose vector store\nis shared across more than one user, organisation, workspace, customer, or\npermission scope. Encodes the single non-negotiable rule — **filter at the\nvector store query, never after retrieval / never after rerank** — together\nwith the per-vendor query-time filter APIs (Pinecone namespaces +\n`$eq`/`$in`, Weaviate `multiTenancyConfig` + tenan","version":1,"lift":{"pass_rate_delta_pts":31.82,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":366.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-24T14:11:47.435864+00:00"},"skill_score":0.9091,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":31.82,"with_pass_pct":90.9,"without_pass_pct":59.1,"tokens_delta_pct":366.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-24T14:11:47.435864+00:00","run_id":"a1025945-c264-4fd4-a1ee-a197fe9f03aa","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":"00b48add5ff5c71d4eab898e5fa73b19695de8f28650197ce4224148225b7f2e","raw_url":"https://app.decimal.ai/s/agentsope-agentsop-multi-tenant-rag/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/agentsope-agentsop-multi-tenant-rag"}