{"slug":"qdrant-performance-optimization","source_name":"qdrant-performance-optimization","name":"Qdrant Performance Optimization","description":"Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations. Use when you want to improve the speed and efficiency of your Qdrant deployment.","version":1,"lift":{"pass_rate_delta_pts":4.17,"pass_rate_pct":12.5,"total_cases":24,"passed_cases":3,"tokens_delta_pct":-20.2,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-07-26T07:03:43.088440+00:00"},"skill_score":0.125,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":4.17,"with_pass_pct":12.5,"without_pass_pct":8.3,"tokens_delta_pct":-20.2,"turns_delta_pct":0,"total_cases":24,"cases_aggregated":24,"verdict":"mixed","never_hurt":true,"completed_at":"2026-07-26T07:03:43.088440+00:00","run_id":"9b090bdc-b3ed-4497-9d20-d6728450d20b","version_number":1,"is_latest_version":true,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":null,"content_status":"clean","indexable":true},"license":"MIT","install_count":0,"manifest_hash":"2b2f32b2ff6d8d1bfb636d023e792dfb9fc9cdb7a6b59461f829b648ca9834ad","raw_url":"https://app.decimal.ai/s/qdrant-performance-optimization/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/qdrant-performance-optimization"}