{"slug":"brycewang-stanford-cvpr-reproducibility","source_name":"brycewang-stanford/cvpr-reproducibility","name":"Brycewang Stanford/Cvpr Reproducibility","description":"Use when hardening a CVPR paper's reproducibility story, covering the Compute Reporting Form's hardware and compute sections, training-recipe disclosure, benchmark protocol and split hygiene, seed and variance reporting for vision experiments, and closing the gaps reviewers probe at a benchmark-driven venue.","version":1,"lift":{"pass_rate_delta_pts":22.73,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":19.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-09-01T02:18:07.079860+00:00"},"skill_score":0.8636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":22.73,"with_pass_pct":86.4,"without_pass_pct":63.6,"tokens_delta_pct":19.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-09-01T02:18:07.079860+00:00","run_id":"958dfab8-5e94-4f24-be9c-f3d3c6fc62ac","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":"c31f738a0c39278f2ea6624ac9bcfca93cb0ba8df68bb9a0c7a33d75f66eaa53","raw_url":"https://app.decimal.ai/s/brycewang-stanford-cvpr-reproducibility/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-cvpr-reproducibility"}