{"slug":"brycewang-stanford-aaag-theory-building","source_name":"brycewang-stanford/aaag-theory-building","name":"Brycewang Stanford/Aaag Theory Building","description":"Use when building the conceptual contribution of an Annals of the American Association of Geographers manuscript — turning a finding into a geographic argument grounded in geographic theory (place, scale, space-time, environment-society, spatial process). Sharpens the argument; it does not run analyses.","version":1,"lift":{"pass_rate_delta_pts":13.04,"pass_rate_pct":82.6,"total_cases":23,"passed_cases":19,"tokens_delta_pct":14.7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T16:11:57.701197+00:00"},"skill_score":0.8261,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":13.04,"with_pass_pct":82.6,"without_pass_pct":69.6,"tokens_delta_pct":14.7,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T16:11:57.701197+00:00","run_id":"44de3206-d9fc-45d8-8563-bedcbabc979f","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":"efb0834b1b4ae4d25d8002ac3612539a1148011b4a54ae67d8cf91a002e48b31","raw_url":"https://app.decimal.ai/s/brycewang-stanford-aaag-theory-building/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-aaag-theory-building"}