{"slug":"brycewang-stanford-cie-literature-review","source_name":"brycewang-stanford/cie-literature-review","name":"Brycewang Stanford/Cie Literature Review","description":"Use when the literature section of a 《中国工业经济》 (China Industrial Economics) manuscript is a citation pile instead of a critical review that locates the gap. Enforces gap-driven 文献述评 (not 罗列), recent-five-year frontier coverage, and a clean separation between literature review and theory analysis.","version":1,"lift":{"pass_rate_delta_pts":54.55,"pass_rate_pct":90.9,"total_cases":22,"passed_cases":20,"tokens_delta_pct":36.1,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-31T05:48:34.361839+00:00"},"skill_score":0.9545500000000001,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":54.55,"with_pass_pct":90.9,"without_pass_pct":36.4,"tokens_delta_pct":36.1,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":22,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-31T05:48:34.361839+00:00","run_id":"bc420c2d-90b0-4a20-b4ed-18f720fba98c","latest_attempt":{"id":"bc420c2d-90b0-4a20-b4ed-18f720fba98c","runner_model":"gemini-3.6-flash","overall_verdict":"mixed","completed_at":"2026-08-31T05:48:34.361839+00:00","gate":null},"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,"total_uses":168,"total_users":5,"manifest_hash":"2a6ee04f063b16637226abb5b837d06f5391d112862d592746572b2dff9b8b05","install_name":"brycewang-stanford-cie-literature-review","version_id":"7606e5b6-c056-4600-b4e6-811efaf0beab","body_sha256":"2a6ee04f063b16637226abb5b837d06f5391d112862d592746572b2dff9b8b05","render_hash":"f76b7888b89ba85b23049606b8d87bdd1b24d0a23efbed0b7310d1b54d6442d3","raw_url":"https://app.decimal.ai/s/brycewang-stanford-cie-literature-review/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/brycewang-stanford-cie-literature-review"}