{"slug":"dicklesworthstone-running-clustering-algorithms","source_name":"dicklesworthstone/running-clustering-algorithms","name":"Dicklesworthstone/Running Clustering Algorithms","description":"Analyze datasets by running clustering algorithms (K-means, DBSCAN, hierarchical) to identify data groups. Use when requesting \"run clustering\", \"cluster analysis\", or \"group data points\". Trigger with relevant phrases based on skill purpose.","version":1,"lift":{"pass_rate_delta_pts":9.09,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":28.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-09-08T13:37:42.841189+00:00"},"skill_score":0.9091,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":9.09,"with_pass_pct":90.9,"without_pass_pct":81.8,"tokens_delta_pct":28.4,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":20,"verdict":"mixed","never_hurt":true,"completed_at":"2026-09-08T13:37:42.841189+00:00","run_id":"fae7a7f7-6d61-489b-927c-e0277672d02f","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":"81ea70d4f0bfd9597c2005aec4fd632b1f4c7d1ded0bdadcbc6111481cfca95f","raw_url":"https://app.decimal.ai/s/dicklesworthstone-running-clustering-algorithms/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/dicklesworthstone-running-clustering-algorithms"}