{"slug":"brycewang-stanford-amanthro-theory-building","source_name":"brycewang-stanford/amanthro-theory-building","name":"Brycewang Stanford/Amanthro Theory Building","description":"Use when building the conceptual/theoretical argument of an American Anthropologist (AA) manuscript into a four-field contribution — whether the work is ethnographic, archaeological, biological, or linguistic. AA rewards a portable concept and reflexive argument over a bare finding or thick description alone. Structures the argument; it does not run analyses or write fieldnotes.","version":1,"lift":{"pass_rate_delta_pts":36.36,"pass_rate_pct":77.3,"total_cases":22,"passed_cases":17,"tokens_delta_pct":5.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T15:17:06.763624+00:00"},"skill_score":0.7727,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":36.36,"with_pass_pct":77.3,"without_pass_pct":40.9,"tokens_delta_pct":5.3,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T15:17:06.763624+00:00","run_id":"f8b87a0f-702f-49aa-a760-1febcc1cfb2b","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":"0ecf62fd1bede854c1d180f3c9799bfcdb24d2fbbffb2241420b2ef73e17ad3a","raw_url":"https://app.decimal.ai/s/brycewang-stanford-amanthro-theory-building/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-amanthro-theory-building"}