{"slug":"brycewang-stanford-aaag-research-design","source_name":"brycewang-stanford/aaag-research-design","name":"Brycewang Stanford/Aaag Research Design","description":"Use when defending the research design of an Annals of the American Association of Geographers manuscript — spatial/quantitative analysis and GIScience, remote-sensing and physical-environmental methods, qualitative human-geography inference, or nature-society mixed methods. The Annals judges each tradition on its own terms. Strengthens the design; it does not write code.","version":1,"lift":{"pass_rate_delta_pts":22.73,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":21.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T20:10:30.541847+00:00"},"skill_score":0.9091,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":22.73,"with_pass_pct":90.9,"without_pass_pct":68.2,"tokens_delta_pct":21.8,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T20:10:30.541847+00:00","run_id":"d55be3c5-1751-40bb-a565-ac4ac2a6da05","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":"790b837378441b6b7e301a2486e3d467801a05fbbaa1588307c0defbfa7a5d2a","raw_url":"https://app.decimal.ai/s/brycewang-stanford-aaag-research-design/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-aaag-research-design"}