{"slug":"jeremylongshore-detecting-data-anomalies","source_name":"jeremylongshore/detecting-data-anomalies","name":"Jeremylongshore/Detecting Data Anomalies","description":"Process identify anomalies and outliers in datasets using machine learning algorithms.\nUse when analyzing data for unusual patterns, outliers, or unexpected deviations from normal behavior.\nTrigger with phrases like \"detect anomalies\", \"find outliers\", or \"identify unusual patterns\".","version":1,"lift":{"pass_rate_delta_pts":22.73,"pass_rate_pct":81.8,"total_cases":22,"passed_cases":18,"tokens_delta_pct":35.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-14T11:59:43.229987+00:00"},"skill_score":0.8182,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":22.73,"with_pass_pct":81.8,"without_pass_pct":59.1,"tokens_delta_pct":35.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":20,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-14T11:59:43.229987+00:00","run_id":"b17b27ad-5fc5-40ac-bdfe-c998c3c809a7","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":"7ec434516eb2b6b7618f17161d5936a128ddc6984aa88b14a0f4480be52320f2","raw_url":"https://app.decimal.ai/s/jeremylongshore-detecting-data-anomalies/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/jeremylongshore-detecting-data-anomalies"}