{"slug":"aperivue-setup-medsci","source_name":"aperivue/setup-medsci","name":"Aperivue/Setup Medsci","description":"Diagnostic checklist for the MedSci Skills runtime. Verifies Python, R, Node, Claude Code, Git, Zotero, and configured MCP servers, and prints a pass/fail table with links to the right setup doc for any missing component. Read-only — does not install anything.","version":1,"lift":{"pass_rate_delta_pts":4.55,"pass_rate_pct":18.2,"total_cases":22,"passed_cases":4,"tokens_delta_pct":-20.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-27T08:38:37.264408+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":4.55,"with_pass_pct":18.2,"without_pass_pct":13.6,"tokens_delta_pct":-20.3,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":8,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-27T08:38:37.264408+00:00","run_id":"939f479d-8542-4f00-b1d8-9dc6153cfee6","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":"1f579641ed353032c5b81c64deaf3b7a92df09caf9bcc021f9a7452fe151637b","raw_url":"https://app.decimal.ai/s/aperivue-setup-medsci/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aperivue-setup-medsci"}