{"slug":"willoscar-thesis-citation-enhance-review","source_name":"willoscar/thesis-citation-enhance-review","name":"Willoscar/Thesis Citation Enhance Review","description":"为中文毕业论文补强并核验引用：找出必须有引文支撑的句子，扩展候选文献，检查引用与论断是否匹配，并回写参考文献与正文引用。\n**Trigger**: 引用补强, citation enhance, 文献补充, 引用核验, 毕业论文参考文献检查.\n**Use when**: 正文已有一定稳定度，需要系统补足背景、定义、对照工作和关键结论的引用支撑，并检查是否存在误引或漏引。\n**Skip if**: 还没有稳定正文，或当前仅在做早期结构重构。\n**Network**: optional.\n**Guardrail**: 不为了堆引用而堆引用；引用必须与论断匹配；先补对，再补多。","version":1,"lift":{"pass_rate_delta_pts":31.82,"pass_rate_pct":68.2,"total_cases":22,"passed_cases":15,"tokens_delta_pct":-40.8,"turns_delta_pct":0,"verdict":"mixed","benchmark_model":"gemini-3.6-flash","grading_method":"judged","completed_at":"2026-08-20T08:56:52.171225+00:00"},"skill_score":null,"benchmark_models":[{"model":"gemini-3.6-flash","headline":true,"delta_pts":31.82,"with_pass_pct":68.2,"without_pass_pct":36.4,"tokens_delta_pct":-40.8,"turns_delta_pct":0,"total_cases":22,"cases_aggregated":21,"verdict":"mixed","never_hurt":true,"completed_at":"2026-08-20T08:56:52.171225+00:00","run_id":"9189c588-91cf-40eb-85de-008adad0c574","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":null,"install_count":0,"manifest_hash":"fc5608b409b4a21d178b3995c35003250705ec2221cd81c0fe949ecfd9cd9f4d","raw_url":"https://app.decimal.ai/s/willoscar-thesis-citation-enhance-review/SKILL.md","scorecard_url":"https://app.decimal.ai/skills/willoscar-thesis-citation-enhance-review"}