Individual skill
lieflat-less-ai-tone
三层去 AI 味:脚本检测出分级报告(A 机械改/B 建议改/C 只报告/X 已否决/F 指纹)+ 语义层判读(同义重命名/衔接连环/结论冒号/同构三连),先向用户交付专业、可读的改前报告,列出本篇指标、研究显著性、原文例句和具体改法;收到用户回复后按白名单规则改写,复测并生成前后对比报告(默认 Markdown,与文稿同格式)。规则基于两轮实测(629 篇对照 + 270 对同题同事实配对复测)整理。适用于写作完成后的成稿清理。
SKILL.md
Source commit 42ee3b60b281a7fdab4ca4f920ff4dcef828a3ab
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 7,371
- Repository last updated
- Nov 5, 2026
- License
- NOASSERTION
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- engineering Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
.gitignoreasset · 151 bytesDETECT.mddoc · 6,947 bytesLICENSEasset · 1,739 bytesREADME.en.mddoc · 5,580 bytesREADME.mddoc · 18,636 bytesRESEARCH.en.mddoc · 25,333 bytesRESEARCH.mddoc · 24,986 bytesSKILL.mdcore · 27,856 bytesSKILL.mdcore · 27,856 bytesSKILL.mdcore · 27,856 bytesSKILL.mdcore · 27,856 bytesexamples/agent-memory-case/00-原稿.mddoc · 9,552 bytesexamples/agent-memory-case/01-改前检测与修改建议.mddoc · 5,380 bytesexamples/agent-memory-case/02-改后全文.mddoc · 9,514 bytesexamples/agent-memory-case/03-左右对照.htmlasset · 53,131 bytesexamples/agent-memory-case/04-复测结论.mddoc · 1,777 bytesexamples/agent-memory-case/README.mddoc · 1,463 bytesexamples/agent-memory-case/数据-改前检测.jsonasset · 3,442 bytesexamples/agent-memory-case/数据-改后复测.jsonasset · 2,551 bytesexamples/agent-memory-case/数据-语义判读.jsonasset · 43,691 bytesreferences/semantic-criteria.mddoc · 8,540 bytesscripts/check-structure.pyruns · 4,350 bytesscripts/check-translationese.pyruns · 4,810 bytesscripts/compare-human-ai.pyruns · 6,529 bytesscripts/detect.pyruns · 25,176 bytesscripts/report.pyruns · 22,037 bytes
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