{"slug":"asgard-ai-platform-algo-risk-benford","source_name":"asgard-ai-platform/algo-risk-benford","name":"Asgard AI Platform/Algo Risk Benford","description":"Apply Benford's Law to detect anomalies in numerical datasets by analyzing first-digit frequency distributions. Use this skill when the user needs to audit financial data for fraud indicators, validate data integrity, or detect fabricated numbers — even if they say 'data manipulation detection', 'first digit test', or 'accounting fraud screening'.","version":1,"lift":{"pass_rate_delta_pts":18.18,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":11.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-28T02:40:45.214150+00:00"},"skill_score":0.9545,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":18.18,"with_pass_pct":95.5,"without_pass_pct":77.3,"tokens_delta_pct":11.5,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-28T02:40:45.214150+00:00","run_id":"b646d6d4-a264-407c-b1cd-314f7ad6ce74","latest_attempt":{"id":"b646d6d4-a264-407c-b1cd-314f7ad6ce74","runner_model":"gemini-3.6-flash","overall_verdict":"mixed","completed_at":"2026-08-28T02:40:45.214150+00:00","gate":null},"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,"total_uses":0,"total_users":0,"manifest_hash":"8c56e4b5311eca746aef6c9f969f98be2c2cdc0ba88f4f3ce9a19b008ef4ffb2","install_name":"asgard-ai-platform-algo-risk-benford","version_id":"27825cd2-f194-47e5-8a90-87752e2f2b3f","body_sha256":"8c56e4b5311eca746aef6c9f969f98be2c2cdc0ba88f4f3ce9a19b008ef4ffb2","render_hash":"160d37f7e19593190bb5ece457ceb57bfbf61e68d8c0355e109ec02e9ae0b279","raw_url":"https://app.decimal.ai/s/asgard-ai-platform-algo-risk-benford/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/asgard-ai-platform-algo-risk-benford"}