{"slug":"qdrant-qdrant-edge","source_name":"qdrant/qdrant-edge","name":"Qdrant/Qdrant Edge","description":"Guides building on Qdrant Edge, the embedded in-process shard. Use when someone asks 'how to sync Edge with the server', 'keep a local shard in sync with Qdrant Cloud', 'BM25 or keyword search on Edge', 'hybrid search on Edge', 'embeddings on device', 'Edge snapshots', 'apply a partial snapshot', 'why is my Edge search empty after inserts', or is writing custom sync, BM25, or fusion code against qdrant-edge. Also use when deciding what Edge ships built-in versus what you must implement.","version":2,"lift":{"pass_rate_delta_pts":59.09,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":7.2,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-28T09:09:40.603712+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":59.09,"with_pass_pct":100,"without_pass_pct":40.9,"tokens_delta_pct":7.2,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-28T09:09:40.603712+00:00","run_id":"deb8b29c-d4c3-4385-8a95-e34e52272909","latest_attempt":{"id":"00e2e68d-3a30-4cf5-b8bc-fe36d2f989c9","runner_model":"gemini-3.6-flash","overall_verdict":"pass","completed_at":"2026-10-11T07:58:18.728326+00:00","gate":"not_comparable"},"version_number":1,"is_latest_version":false,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"Apache-2.0","install_count":0,"total_uses":0,"total_users":0,"manifest_hash":"216d93d9e4ddb5fa2803314dfc59218b975c2ed727133bed35fb238345de9724","install_name":"qdrant-qdrant-edge","version_id":"628f0e71-0db4-48e3-92b2-1555d83b8957","body_sha256":"216d93d9e4ddb5fa2803314dfc59218b975c2ed727133bed35fb238345de9724","render_hash":"c6e5e8ea5ab2df580a8ca788269c7a6a1ab78306381e6c3609bfcd0aa94faf17","raw_url":"https://app.decimal.ai/s/qdrant-qdrant-edge/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/qdrant-qdrant-edge"}