{"slug":"brycewang-stanford-agsy-revision-and-rebuttal","source_name":"brycewang-stanford/agsy-revision-and-rebuttal","name":"Brycewang Stanford/Agsy Revision And Rebuttal","description":"Use when writing the response to an Agricultural Systems (AgSy) revision decision. AgSy review is single anonymized with at least two expert systems reviewers and an editor decision, and revisions often turn on model evaluation, sensitivity/uncertainty, and trade-off framing. The response must convert each reviewer without alienating the editor. Structures the response letter; it does not fabricate new results.","version":1,"lift":{"pass_rate_delta_pts":31.82,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":28.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T09:56:14.546818+00:00"},"skill_score":0.9091,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":31.82,"with_pass_pct":90.9,"without_pass_pct":59.1,"tokens_delta_pct":28.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T09:56:14.546818+00:00","run_id":"315a447e-b22e-4d9c-9e6b-930fda61e3d8","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":"6a25e3c694c4930284a779277b00dfe87d6dca9665579e410b886361235e294d","raw_url":"https://app.decimal.ai/s/brycewang-stanford-agsy-revision-and-rebuttal/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-agsy-revision-and-rebuttal"}