Individual skill
scipilot-writing-skill
SciPilot Skills 家族的学术论文写作与润色技能，定位是把"顶刊编辑 + 严苛审稿人" 装进你的写作流程。覆盖全链路写作任务：中英互译润色、缩写/扩写、英文/中文表达润色、 逻辑检查、去 AI 味（humanize）、逐章节起草（Title/Abstract/Introduction-CARS/ Methods/Results/Discussion/Conclusion/Limitations）、图/表标题生成、实验结果分析、 审稿人视角自检、cover letter（投稿信）、response-to-reviewers（rebuttal 审稿回复）。 与同类"prompt 清单"不同，本技能带【写作质量证据链】：每次交付前强制运行 scripts/writing_lint.py 做机器自检（AI 指纹词、机械连接词、悬垂 -ing、破折号滥用、 否定式平行、空泛归因、模型名所有格、LaTeX 特殊字符转义、Word 端 Markdown 残留、 中文全角标点、被动比例、句长节奏），再叠加 AI 读稿审稿人视角自审闭环（逻辑/夸大/ AI 味/一致性 → 回改，最多 3 轮）。学术诚信红线：润色只动表达不动数值/方向/结论， 绝不编造数据或引用，断言强度必须匹配证据强度。Stage 0 必须主动逐项询问：任务类型、 文本载体（.tex/.docx/.md/纯文本）、目标期刊或会议、语言方向、学科领域、修改保守度， 禁止默默假设。当用户提到以下任一情况时触发此技能：润色、polish、proofread、改写、 润色论文、帮我改这段、translate and polish、翻译并润色、中译英、英译中、缩写、扩写、 condense、expand、去 AI 味、去ai味、降AI、humanize、make it sound less like AI、 逻辑检查、写摘要、写引言、起草 introduction、draft abstract、写 discussion、 图标题、表标题、caption、实验分析、results 分析、审稿、reviewer 视角、cover letter、 投稿信、rebuttal、回复审稿意见、response to reviewers，或者用户上传论文/段落并要求 改善表达、语言、可读性、学术性。即使用户只说"帮我润色一下"或"scipilot 帮我改改文字" 或"这段太像 AI 写的"，也应触发。属于 SciPilot Skills 科研技能家族。
SKILL.md
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- MIT
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.gitignoreasset · 267 bytesLICENSEasset · 1,063 bytesREADME.mddoc · 11,306 bytesSKILL.mdcore · 17,427 bytesSKILL.mdcore · 17,427 bytesexamples/README.mddoc · 3,629 bytesexamples/demo_after.texasset · 513 bytesexamples/demo_before.texasset · 487 bytesreferences/cover_letter_and_rebuttal.mddoc · 4,436 bytesreferences/de_ai_humanize.mddoc · 6,484 bytesreferences/journal_styles.mddoc · 7,058 bytesreferences/prompt_library.mddoc · 11,722 bytesreferences/sci_writing_principles.mddoc · 6,628 bytesreferences/section_playbooks.mddoc · 8,452 bytesreferences/workflow.mddoc · 4,142 bytesrequirements.txtdoc · 217 bytesscripts/docx_text.pyruns · 3,117 bytesscripts/latex_clean.pyruns · 5,252 bytesscripts/text_stats.pyruns · 5,326 bytesscripts/writing_lint.pyruns · 22,827 bytes
Read excerpt
# SciPilot-writing-skill — 高水平 SCI 论文写作与润色副驾驶
> SciPilot Skills 家族成员 | 把"顶刊编辑 + 严苛审稿人"装进你的写作流程
## 概述
`scipilot-writing-skill` 处理科研写作的"最后一公里"：从一句中文想法、一段粗糙草稿、
一个章节，到一篇投稿级的英文（或中文）论文文本。它覆盖翻译、缩写、扩写、润色、去 AI 味、
逻辑检查、逐章节起草、图表标题、实验分析、审稿自检、投稿信与审稿回复。
它与"prompt 食谱"最大的不同在于：**写作质量在这里是可机检的契约，不是凭感觉。**
每一次改写都要穿过两道闸：先用 `scripts/writing_lint.py` 抓确定性的语言指纹（AI 味词、
破折号滥用、LaTeX 未转义、Word 端 Markdown 残留……），再用 AI 读稿、以审稿人视角复核
逻辑与夸大。这条"机器 + AI 读稿"的自检闭环，与 `scipilot-figure-skill` 的视觉自检闭环、