{"slug":"brycewang-stanford-arpsych-transparency-and-reproducibility","source_name":"brycewang-stanford/arpsych-transparency-and-reproducibility","name":"Brycewang Stanford/Arpsych Transparency And Reproducibility","description":"Use when documenting the literature search and making any embedded meta-analysis reproducible for an Annual Review of Psychology (ARPsych) review. Covers search transparency, meta-analytic rigor, and open materials; it does not run the narrative search (arpsych-literature-synthesis) or design exhibits (arpsych-tables-figures).","version":1,"lift":{"pass_rate_delta_pts":18.18,"pass_rate_pct":100,"total_cases":22,"passed_cases":22,"tokens_delta_pct":18.1,"turns_delta_pct":0,"verdict":"pass","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T20:07:58.142966+00:00"},"skill_score":1,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":18.18,"with_pass_pct":100,"without_pass_pct":81.8,"tokens_delta_pct":18.1,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"pass","never_hurt":true,"completed_at":"2026-08-15T20:07:58.142966+00:00","run_id":"f2e3182e-5f48-41fe-8a15-98e3f6e02202","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":"b5bd1e3dc7d5d4fe2d8834ac94d832402b7bb75ab44dba85a5c8ea60135ee675","raw_url":"https://app.decimal.ai/s/brycewang-stanford-arpsych-transparency-and-reproducibility/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-arpsych-transparency-and-reproducibility"}