{"slug":"brycewang-stanford-paper-excellence","source_name":"brycewang-stanford/paper-excellence","name":"Brycewang Stanford/Paper Excellence","description":"Comprehensive multi-dimensional review of the sewage-house-prices project. Runs econometrics audit, code review, manuscript proofread, and bibliography validation in parallel. Computes a weighted aggregate score. This skill should be used when asked for a \"full review\", \"quality check\", \"paper excellence\", or before submission milestones.","version":1,"lift":{"pass_rate_delta_pts":28,"pass_rate_pct":52,"total_cases":25,"passed_cases":13,"tokens_delta_pct":-15.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-09T21:30:55.723772+00:00"},"skill_score":0.52,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":28,"with_pass_pct":52,"without_pass_pct":24,"tokens_delta_pct":-15.8,"turns_delta_pct":0,"total_cases":25,"cases_aggregated":18,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-09T21:30:55.723772+00:00","run_id":"d54b7bee-48f3-4805-bd05-8313a78e7477","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":"01bfd22a73111f5ccf1ab0077e228b37e27888c3dc6647f4fa776eea0fc5589b","raw_url":"https://app.decimal.ai/s/brycewang-stanford-paper-excellence/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-paper-excellence"}