{"slug":"pollinations-abuse-detection","source_name":"pollinations/abuse-detection","name":"Pollinations/Abuse Detection","description":"Detect and analyze abusive accounts on Pollinations. IP clustering, multi-signal scoring, ban recommendations. Use when investigating abuse, bot farms, or suspicious usage patterns.","version":1,"lift":{"pass_rate_delta_pts":63.64,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":170.2,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-09T12:03:49.287070+00:00"},"skill_score":0.8636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":63.64,"with_pass_pct":86.4,"without_pass_pct":22.7,"tokens_delta_pct":170.2,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":18,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-09T12:03:49.287070+00:00","run_id":"0da062cf-0344-463a-bcf4-51fd8886ca8c","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":"46917e4a0633989c1cb3a5291a0ab81b83b2daa2aef454bfde544c18f141f4c2","raw_url":"https://app.decimal.ai/s/pollinations-abuse-detection/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/pollinations-abuse-detection"}