{"slug":"brycewang-stanford-academic-paper-verify","source_name":"brycewang-stanford/academic-paper-verify","name":"Brycewang Stanford/Academic Paper Verify","description":"Thoroughly verify all code, tables, figures, modeling decisions, and quantitative claims in an academic paper against its source R scripts and output files. Use this skill whenever you need to audit, replicate, or verify an academic research paper - including cross-checking LaTeX tables against R output, validating econometric modeling choices, ensuring sample sizes are consistent, building a verification manifest, and running automated replication tests. Trigger this skill for any mention of: p","version":1,"lift":{"pass_rate_delta_pts":33.33,"pass_rate_pct":75,"total_cases":24,"passed_cases":18,"tokens_delta_pct":122.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-07T02:23:31.313161+00:00"},"skill_score":0.75,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":33.33,"with_pass_pct":75,"without_pass_pct":41.7,"tokens_delta_pct":122.3,"turns_delta_pct":0,"total_cases":24,"cases_aggregated":20,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-07T02:23:31.313161+00:00","run_id":"d17de260-eeb0-4302-a9a7-fee3b995f182","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":"NOASSERTION","install_count":0,"manifest_hash":"9a49b485c4fb4e0b35f2726ecf4f967feacb8e7d320f9fd9bca0eb1def4bf284","raw_url":"https://app.decimal.ai/s/brycewang-stanford-academic-paper-verify/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-academic-paper-verify"}