{"slug":"hoangsonww-anomaly-alert","source_name":"hoangsonww/anomaly-alert","name":"Hoangsonww/Anomaly Alert","description":"Identify anomalous sessions using Agent Monitor data — cost outliers from the pricing engine, token anomalies (cache miss spikes, compaction baseline surges), unusual event type ratios (PreToolUse/PostToolUse gaps, APIError clusters), behavioral deviations from workflow intelligence (complexity score outliers, error propagation anomalies), and sessions with abnormal metadata (extreme turn_count, high thinking_blocks, zero turn_duration).","version":1,"lift":{"pass_rate_delta_pts":40.91,"pass_rate_pct":77.3,"total_cases":22,"passed_cases":17,"tokens_delta_pct":-26.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T22:53:31.018705+00:00"},"skill_score":0.7727,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":40.91,"with_pass_pct":77.3,"without_pass_pct":36.4,"tokens_delta_pct":-26.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":17,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T22:53:31.018705+00:00","run_id":"3f41dc79-c76a-4049-9a11-d83462eae75f","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":"ad44729b43b5edae147802f38733a9b4e8d9363dc40a910ceb16afcea38be9b9","raw_url":"https://app.decimal.ai/s/hoangsonww-anomaly-alert/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/hoangsonww-anomaly-alert"}