{"slug":"brycewang-stanford-aistats-related-work","source_name":"brycewang-stanford/aistats-related-work","name":"Brycewang Stanford/Aistats Related Work","description":"Use when positioning an AISTATS submission against AI, machine-learning, statistics, and uncertainty literature, including arXiv preprints, workshop versions, concurrent submissions, prior conference versions, PMLR archival status, and the two-community citation coverage that AISTATS reviewers expect.","version":1,"lift":{"pass_rate_delta_pts":68.18,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":-4,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T04:22:03.010433+00:00"},"skill_score":0.8636,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":68.18,"with_pass_pct":86.4,"without_pass_pct":18.2,"tokens_delta_pct":-4,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T04:22:03.010433+00:00","run_id":"6e010eca-81a3-4957-aad8-c11bfe347b8f","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":"be2bdf70880795950b31bd333b9807183f9490814c1b3b3561d379f36867433d","raw_url":"https://app.decimal.ai/s/brycewang-stanford-aistats-related-work/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-aistats-related-work"}