{"slug":"brycewang-stanford-agsy-review-process","source_name":"brycewang-stanford/agsy-review-process","name":"Brycewang Stanford/Agsy Review Process","description":"Use to understand how Agricultural Systems (AgSy) evaluates a manuscript — single-anonymized peer review with a minimum of two reviewers and an editor decision, desk screening for fit and systems content, what reviewers weigh, and the rapid-review track for Perspectives. Sets expectations and shapes the paper to survive review; it does not contact editors.","version":1,"lift":{"pass_rate_delta_pts":13.64,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":56.2,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T09:46:38.700181+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.64,"with_pass_pct":100,"without_pass_pct":86.4,"tokens_delta_pct":56.2,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-15T09:46:38.700181+00:00","run_id":"14f05176-cfae-4d97-bb69-f4aef3c41e4a","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":"2bbfadbe3f6721c86f53adf840fed32e6b01ca032e8bd30cb8f09c627972c0e3","raw_url":"https://app.decimal.ai/s/brycewang-stanford-agsy-review-process/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-agsy-review-process"}