{"slug":"brycewang-stanford-agsy-topic-selection","source_name":"brycewang-stanford/agsy-topic-selection","name":"Brycewang Stanford/Agsy Topic Selection","description":"Use when deciding whether a project fits Agricultural Systems (AgSy) and which article type to target. AgSy is a systems-science journal, so the test is a genuine systems question — interactions among components, across hierarchical levels (field → farm → landscape → region → food system), trade-offs, and emergent behavior — analyzed with integrated modelling, NOT a single-factor field trial. Helps frame the question; it does not collect data.","version":1,"lift":{"pass_rate_delta_pts":81.82,"pass_rate_pct":95.5,"total_cases":22,"passed_cases":21,"tokens_delta_pct":17.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T09:48:35.007591+00:00"},"skill_score":0.9545,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":81.82,"with_pass_pct":95.5,"without_pass_pct":13.6,"tokens_delta_pct":17.4,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-15T09:48:35.007591+00:00","run_id":"9a97d1b5-647f-456f-948f-bfd096c9b8f9","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":"ac0a71943e56f8bd29d9450995be260eb820b2ad2adf83d09bf2ccfb97daceb7","raw_url":"https://app.decimal.ai/s/brycewang-stanford-agsy-topic-selection/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-agsy-topic-selection"}