{"slug":"brycewang-stanford-acr-mechanism","source_name":"brycewang-stanford/acr-mechanism","name":"Brycewang Stanford/Acr Mechanism","description":"Use when the mechanism analysis for a 《会计研究》 (Accounting Research) manuscript is missing or mis-specified — the channel must be an information mechanism (reduce information asymmetry, raise disclosure quality, constrain earnings management, improve audit assurance), not a generic pricing or financing channel. Use after the main result holds.","version":1,"lift":{"pass_rate_delta_pts":68.18,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":17.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T20:00:06.120001+00:00"},"skill_score":0.9091,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":68.18,"with_pass_pct":90.9,"without_pass_pct":22.7,"tokens_delta_pct":17.7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T20:00:06.120001+00:00","run_id":"e44b40f0-11ee-4dc1-9a9f-985d63e58d94","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":"769ef0db5dcf1a2248618dc389eea04a90f17b5315862132d1b7e0ec2539e02e","raw_url":"https://app.decimal.ai/s/brycewang-stanford-acr-mechanism/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-acr-mechanism"}