{"slug":"brycewang-stanford-apsr-research-design","source_name":"brycewang-stanford/apsr-research-design","name":"Brycewang Stanford/Apsr Research Design","description":"Use when defending the research design of an American Political Science Review (APSR) manuscript — causal identification for quantitative work, case selection and process tracing for qualitative work, experimental and survey-experimental design, or formal-empirical linkage. APSR judges each tradition on its own terms. Strengthens the design; it does not write code.","version":1,"lift":{"pass_rate_delta_pts":0,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":14.6,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T15:52:38.176323+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":0,"with_pass_pct":86.4,"without_pass_pct":86.4,"tokens_delta_pct":14.6,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T15:52:38.176323+00:00","run_id":"4c606f5a-e076-40bd-a679-df9154fe4278","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":"5bb9c7b5d5ac0f530dd2836a16029cd3ec1957d432f40cd3547f0062e22bf88c","raw_url":"https://app.decimal.ai/s/brycewang-stanford-apsr-research-design/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-apsr-research-design"}