{"slug":"brycewang-stanford-arpsych-topic-selection","source_name":"brycewang-stanford/arpsych-topic-selection","name":"Brycewang Stanford/Arpsych Topic Selection","description":"Use when judging whether a psychology topic is mature, important, and synthesis-ready enough to warrant an Annual Review of Psychology (ARPsych) review. Tests topic fit; it does not pitch the topic to the Committee (arpsych-proposal-and-commissioning) or gather the literature (arpsych-literature-synthesis).","version":1,"lift":{"pass_rate_delta_pts":30.43,"pass_rate_pct":91.3,"total_cases":23,"passed_cases":21,"tokens_delta_pct":2.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T20:16:24.594624+00:00"},"skill_score":0.913,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":30.43,"with_pass_pct":91.3,"without_pass_pct":60.9,"tokens_delta_pct":2.5,"turns_delta_pct":0,"total_cases":23,"cases_aggregated":23,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T20:16:24.594624+00:00","run_id":"81840411-5be1-4655-9ca7-16661cf03ae7","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":"b1613d3081852a329eb3c7bca6b0eca4406d10fbff2f6dc741de245cd20d38ce","raw_url":"https://app.decimal.ai/s/brycewang-stanford-arpsych-topic-selection/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-arpsych-topic-selection"}