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沁言学术通用论文润色优化 - 按照专业学术规范对中英文学术论文、学位论文和专业报告进行语言润色，提升表达质量、逻辑连贯性和格式规范性。适用于未指定期刊的常规润色；若用户明确要求 Nature/Nature Communications 风格、章节级论证重构、声称—证据边界审查或投稿级英文精修，改用 qinyan-nature-polishing。触发词：论文润色、论文修改、润色优化、paper polishing、academic writing、论文改写、文本润色、报告润色
Passed 20 of 23 test cases with the skill, and 15 of 23 without it.
and 8 more in the full report
5 fixed15 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 5 test cases the skill fixed. Same model, same prompt, with and without the skill.
请对以下论文短句进行默认格式全文润色与修改解析：'测试结果表明算法运行非常快，占用的内存也很少。'
| Checked | Without skill | With skill |
|---|---|---|
| Includes the top-level markdown headers '## 润色结果' and '## 修改说明'. | Missed | Passed |
| Includes the secondary markdown headers '### 主要修改' and '### 修改统计'. | Missed | Passed |
The instructions your model reads when the skill loads.
本技能按照科学专业的学术规范，对中文论文、英文论文、专业报告等学术文本进行润色优化。提升语言表达质量、逻辑连贯性和学术规范性，同时保持作者的原始观点和研究内容不变。
技能路由： 本技能处理通用语言润色。用户明确指定 Nature 系列期刊，或需要章节级逻辑重构、证据边界校准、去模板化 AI 文风和投稿级忠实度核验时，使用 qinyan-nature-polishing。
学术诚信声明：
test cases passed, vs 15 / 23 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.