{"slug":"brycewang-stanford-agsy-literature-positioning","source_name":"brycewang-stanford/agsy-literature-positioning","name":"Brycewang Stanford/Agsy Literature Positioning","description":"Use when positioning an Agricultural Systems (AgSy) manuscript against the literature so it reads as a systems contribution. AgSy readers span agronomy, modelling, livestock, economics, environment, and food-system science, so the paper must engage the systems and modelling literatures they expect — not only one subfield. Stakes the contribution; it does not write the lit review.","version":1,"lift":{"pass_rate_delta_pts":50,"pass_rate_pct":63.6,"total_cases":22,"passed_cases":14,"tokens_delta_pct":52,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T09:51:51.734481+00:00"},"skill_score":0.6364,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":50,"with_pass_pct":63.6,"without_pass_pct":13.6,"tokens_delta_pct":52,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T09:51:51.734481+00:00","run_id":"6aa944f1-b3e1-461c-acfc-575486d68ec0","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":"a8962e1e0c79a335335bd9e0bc926c60870899b0c68de4f22bc0bcd3ebd5b323","raw_url":"https://app.decimal.ai/s/brycewang-stanford-agsy-literature-positioning/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-agsy-literature-positioning"}