{"slug":"brycewang-stanford-paper-summary","source_name":"brycewang-stanford/paper-summary","name":"Brycewang Stanford/Paper Summary","description":"Writes expert academic paper summaries for social science research, particularly political science and applied statistics. Use when asked to summarize, review, or create a reading summary of an academic paper, PDF, or research article. Accepts a file (PDF or text format) or a directory of papers. Produces a structured markdown summary — approximately 400–600 words — covering primary contributions, major questions and answers with point estimates, methods and data, and limitations and robustness.","version":1,"lift":{"pass_rate_delta_pts":18.18,"pass_rate_pct":54.5,"total_cases":22,"passed_cases":12,"tokens_delta_pct":109.3,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-11T04:49:42.834892+00:00"},"skill_score":0.5455,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":18.18,"with_pass_pct":54.5,"without_pass_pct":36.4,"tokens_delta_pct":109.3,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":17,"verdict":"mixed","never_hurt":false,"completed_at":"2026-08-11T04:49:42.834892+00:00","run_id":"6e3605ba-9ceb-4eef-9522-37fdeb22b8b0","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":"NOASSERTION","install_count":0,"manifest_hash":"aab4e696dd13fb7ecbcfcea01750eefc603ae41e9ea170e317e5b392a2fd2fe5","raw_url":"https://app.decimal.ai/s/brycewang-stanford-paper-summary/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-paper-summary"}