{"slug":"bilal140202-paper-writing-bench","source_name":"bilal140202/paper-writing-bench","name":"Bilal140202/Paper Writing Bench","description":"Reverse-engineer raw materials (Sparse idea, Dense idea, experimental log) from an existing AI research paper to build a benchmark case for evaluating paper-writing pipelines. Replicates the PaperWritingBench dataset construction procedure from arXiv:2604.05018 §3 / App. C. TRIGGER when the user asks to \"build a benchmark case from this paper\", \"reverse-engineer raw materials\", or \"evaluate my pipeline against PaperWritingBench\".","version":1,"lift":{"pass_rate_delta_pts":50,"pass_rate_pct":72.7,"total_cases":22,"passed_cases":16,"tokens_delta_pct":32.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-10T12:32:10.874707+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":50,"with_pass_pct":72.7,"without_pass_pct":22.7,"tokens_delta_pct":32.8,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":20,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-10T12:32:10.874707+00:00","run_id":"545444c0-e6ac-4ff1-a1e9-5e748f195a7b","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":"28729e69c6d7ccb429cd7062b5b5c88b7b5f71a284db2d6e4945d05daec37e70","raw_url":"https://app.decimal.ai/s/bilal140202-paper-writing-bench/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/bilal140202-paper-writing-bench"}