{"slug":"aperivue-model-sourcing","source_name":"aperivue/model-sourcing","name":"Aperivue/Model Sourcing","description":"Vet the concrete third-party model a study will be built on — this repository, this revision, this checkpoint — not the architecture family. Records a model dossier (source and version pin, licence and the file it was read from, intended use, pretrained-weight provenance, model task vs study task, reported validation, what the model was developed on, your evaluation arms) and gates it deterministically. Catches what a licence check and a citation count cannot: an evaluation arm sitting on the be","version":1,"lift":{"pass_rate_delta_pts":50,"pass_rate_pct":77.3,"total_cases":22,"passed_cases":17,"tokens_delta_pct":43.5,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-24T22:26:26.223657+00:00"},"skill_score":0.7727,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":50,"with_pass_pct":77.3,"without_pass_pct":27.3,"tokens_delta_pct":43.5,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":19,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-24T22:26:26.223657+00:00","run_id":"fc4f6dd1-53c1-45c9-9464-0d23f5eb4a1a","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":"6ec5dbcfea838565ca7bd6eabed20043012d137f686cb8aa3e26a0be3e9a80bf","raw_url":"https://app.decimal.ai/s/aperivue-model-sourcing/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/aperivue-model-sourcing"}