{"slug":"agentsope-agentsop-bio-fraud-forensics","source_name":"agentsope/agentsop-bio-fraud-forensics","name":"Agentsope/Agentsop Bio Fraud Forensics","description":"Screens biomedical / life-science papers for signs of data fabrication, image manipulation, and statistical anomalies, using the detection techniques distilled from the field's canonical exposure platforms (PubPeer, Data Colada, Science Integrity Digest, For Better Science) and tools (ImageTwin/Proofig, statcheck, GRIM/GRIMMER, Problematic Paper Screener, Seek & Blastn). Use when asked to check a paper/figure for image duplication, blot splicing, impossible statistics, paper-mill or tortured-phr","version":1,"lift":{"pass_rate_delta_pts":36.36,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":132.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-24T13:50:29.954541+00:00"},"skill_score":0.9545,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":36.36,"with_pass_pct":95.5,"without_pass_pct":59.1,"tokens_delta_pct":132.8,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-24T13:50:29.954541+00:00","run_id":"3879bfe0-836f-4b51-82a6-3c3ef75f0bd2","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":"40fcba9830ed929786b90279be83605014c60054b693eedddace01c3cc911971","raw_url":"https://app.decimal.ai/s/agentsope-agentsop-bio-fraud-forensics/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/agentsope-agentsop-bio-fraud-forensics"}