{"slug":"ai-research-reproduction","source_name":"ai-research-reproduction","name":"AI Research Reproduction","description":"Rigor Reproduce compatible skill slug for README-first deep learning repository reproduction. Use when the user wants an end-to-end, minimal-trustworthy flow that reads the repository first, selects the smallest documented inference or evaluation target, coordinates intake, setup, trusted execution, optional trusted training, optional repository analysis, and optional paper-gap resolution, enforces conservative patch rules, records evidence assumptions deviations and human decision points, and w","version":5,"lift":{"pass_rate_delta_pts":36.36,"pass_rate_pct":54.5,"total_cases":22,"passed_cases":12,"tokens_delta_pct":36.9,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-09-19T07:33:23.057133+00:00"},"skill_score":0.5455,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":36.36,"with_pass_pct":54.5,"without_pass_pct":18.2,"tokens_delta_pct":36.9,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":19,"verdict":"mixed","never_hurt":false,"completed_at":"2026-09-19T07:33:23.057133+00:00","run_id":"b3f63067-9b7a-4a88-b61d-b648bdd5aad8","latest_attempt":{"id":"16160866-7fc7-4a21-b7ed-79741824e5d7","runner_model":"gemini-3.6-flash","overall_verdict":"mixed","completed_at":"2026-10-02T02:06:23.199294+00:00","gate":"not_comparable"},"version_number":4,"is_latest_version":false,"gate":null}],"trust":{"skill_safety":"passed","safety_status":"clean","intent_verdict":"safe","content_status":"clean","indexable":true},"license":"MIT","install_count":0,"total_uses":0,"total_users":0,"manifest_hash":"5b643480814ff7743abadc0bb779c1339a35efa77818a1db886304866548db1f","install_name":"ai-research-reproduction","version_id":"1a99cf84-7aa7-4b29-a403-6c68dbd47b3e","body_sha256":"5b643480814ff7743abadc0bb779c1339a35efa77818a1db886304866548db1f","render_hash":"4b96bf4c05ddf860304aceb788a21a29116dd45ca507bafc04a9778635d1b7fe","raw_url":"https://app.decimal.ai/s/ai-research-reproduction/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/ai-research-reproduction"}