{"slug":"brycewang-stanford-amanthro-research-design","source_name":"brycewang-stanford/amanthro-research-design","name":"Brycewang Stanford/Amanthro Research Design","description":"Use when defending the research design of an American Anthropologist (AA) manuscript — fieldwork and participant observation, interview and archival design for ethnographic/qualitative work, material/contextual analysis for archaeology, and appropriate lab/quantitative design for biological anthropology. AA judges each mode on its own terms with reflexivity. Strengthens the design; it does not write code or run fieldwork.","version":1,"lift":{"pass_rate_delta_pts":9.09,"pass_rate_pct":72.7,"total_cases":22,"passed_cases":16,"tokens_delta_pct":27.4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T15:03:05.924420+00:00"},"skill_score":0.7273,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":9.09,"with_pass_pct":72.7,"without_pass_pct":63.6,"tokens_delta_pct":27.4,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T15:03:05.924420+00:00","run_id":"44967655-f171-4b7a-9fd5-ae4be20b7f65","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":"b664655cabee732da6841c4057359610bf02672789703d3f6431c796cc00f4b7","raw_url":"https://app.decimal.ai/s/brycewang-stanford-amanthro-research-design/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-amanthro-research-design"}