{"slug":"brycewang-stanford-agsy-systems-framing-and-modeling","source_name":"brycewang-stanford/agsy-systems-framing-and-modeling","name":"Brycewang Stanford/Agsy Systems Framing And Modeling","description":"Use when framing the system and describing the model for an Agricultural Systems (AgSy) manuscript — defining system boundaries, components, hierarchical levels, and feedbacks, then choosing, describing, and calibrating the model (process/simulation, whole-farm, bio-economic, agent-based, or integrated assessment). This is the distinctive core of an AgSy paper. Structures the model and system; it does not run code for you.","version":1,"lift":{"pass_rate_delta_pts":68.18,"pass_rate_pct":81.8,"total_cases":22,"passed_cases":18,"tokens_delta_pct":19,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T10:01:50.289588+00:00"},"skill_score":0.8182,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":68.18,"with_pass_pct":81.8,"without_pass_pct":13.6,"tokens_delta_pct":19,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-15T10:01:50.289588+00:00","run_id":"bd01e1c9-7cf1-4177-91c7-6d761c883d7a","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":"ea8855e44f05955c8ef53c47123b7c197e8e5767cd2e66ea93e09a02da1cdc45","raw_url":"https://app.decimal.ai/s/brycewang-stanford-agsy-systems-framing-and-modeling/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-agsy-systems-framing-and-modeling"}