{"slug":"brycewang-stanford-ajs-research-design","source_name":"brycewang-stanford/ajs-research-design","name":"Brycewang Stanford/Ajs Research Design","description":"Use when defending the research design of an American Journal of Sociology (AJS) manuscript on its own methodological terms — quantitative, comparative-historical, ethnographic, network, or formal. AJS judges each kind of work by the standards of its tradition; the design must support the theoretical claim. Defends the design; it does not run the analysis.","version":1,"lift":{"pass_rate_delta_pts":31.82,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":35.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T20:01:51.646102+00:00"},"skill_score":0.9091,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":31.82,"with_pass_pct":90.9,"without_pass_pct":59.1,"tokens_delta_pct":35.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T20:01:51.646102+00:00","run_id":"b19a18ae-319c-43f5-8e94-2c504e6e933e","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":"f400f9acfab5c0e0082755c94cbe5720f5beb4613dc479fc1b310f52fdc7ff2d","raw_url":"https://app.decimal.ai/s/brycewang-stanford-ajs-research-design/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-ajs-research-design"}