{"slug":"brycewang-stanford-aistats-writing-style","source_name":"brycewang-stanford/aistats-writing-style","name":"Brycewang Stanford/Aistats Writing Style","description":"Use when revising an AISTATS paper for concise AI-statistics framing, theorem-and-experiment clarity, 8-page two-column compression, double-blind wording, reproducibility clarity, statistically careful claims, and assumption-labeling discipline that survives statistician reviewers.","version":1,"lift":{"pass_rate_delta_pts":18.18,"pass_rate_pct":86.4,"total_cases":22,"passed_cases":19,"tokens_delta_pct":7,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-15T04:22:37.759824+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":18.18,"with_pass_pct":86.4,"without_pass_pct":68.2,"tokens_delta_pct":7,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-15T04:22:37.759824+00:00","run_id":"d9b50c00-9696-4f91-a2f6-c006088554e9","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":"de6dd06520a7fa9b3b08a76f0f07deae9126b48ddd9139149c18fb30e861e2d6","raw_url":"https://app.decimal.ai/s/brycewang-stanford-aistats-writing-style/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-aistats-writing-style"}