npx skills add https://github.com/richtabor/agent-skills --skill humanize基于维基百科 WikiProject AI Cleanup 维护的“AI 写作迹象”指南,审查并编辑文本以消除 AI 生成的写作痕迹。包含 6 大类共 30 条规则。
voice-soul。| 类别 | 影响程度 | 前缀 | 规则数量 |
|---|---|---|---|
| 内容 | 高 | content- | 6 |
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| 语言 | 高 | language- | 8 |
| 风格 | 中 | style- | 7 |
| 沟通 | 高 | comm- | 3 |
| 填充词 | 中 | filler- | 5 |
| 语态 | 高 | voice- | 1 |
content-significance — 移除“关键时刻”、“证明了”等夸大表述content-notability — 用具体主张替换媒体名称罗列content-ing-endings — 修正以“……强调增长”等结尾的短语content-promotional — 删减“坐落于”、“充满活力的”、“令人叹为观止的”等宣传性词汇content-vague-attribution — 用具体来源替换“专家表示”content-challenges — 移除公式化的“尽管面临挑战……”等章节language-ai-vocabulary — 替换 delve、showcase、leverage、foster 等 AI 常用词language-dual-adjectives — 移除“创新且全面的”等成对形容词填充language-copula — 使用“是”而非“作为……服务”、“作为……存在”language-contractions — 在体裁允许时优先使用缩写形式language-negative-parallelism — 删减“这不仅仅是 X,更是 Y”、“这不是关于 X,而是关于 Y”language-rule-of-three — 不要强行将观点分成三组language-synonym-cycling — 停止循环使用同义词language-false-ranges — 修正虚假的“从 X 到 Y”结构style-em-dash — 用逗号或句号替换长破折号style-boldface — 减少机械性的粗体强调style-inline-headers — 避免机械的 标题: 列表;仅在有助于快速浏览时保留style-title-case — 在标题中使用句子大小写style-emojis — 移除装饰性表情符号style-curly-quotes — 使用直引号style-rhythm — 变换句子/段落节奏comm-artifacts — 移除“希望这能帮到你!”、“如有需要请告诉我……”comm-cutoff — 移除“截至我的最后一次更新”等免责声明comm-sycophantic — 删减“好问题!”、“你说得完全正确!”等奉承语filler-openings — 删减“在当今快节奏的世界中”、“事情是这样的”等开场白filler-phrases — 删减“为了”、“在此时此刻”等短语filler-hedging — 减少“可能/或许/有可能”等模糊表述filler-transitions — 减少“此外/而且”等过渡词filler-conclusions — 用具体内容替换“未来一片光明”等结论voice-soul — 增添个性、观点、变换节奏在改写前后对文本进行评分,以展示改进情况。分数衡量写作听起来有多像人类。
Category | Before | After | Notes
---------------|--------|-------|-------------------------------
Content | 94 | 100 | 2 violations fixed
Language | 88 | 97 | dual-adjectives, copula
Style | 85 | 100 | 4 em dashes, tightened headers
Communication | 100 | 100 | —
Filler | 95 | 100 | "Here's the thing" removed
Voice | 91 | 94 | rhythm, contractions
---------------|--------|-------|-------------------------------
Overall | 84 | 97 |
WRITING_STYLE_GUIDE_PATH,则在处理前加载写作风格指南references/ 加载相关规则voice-soul)提供:
| 变量 | 是否必需 | 描述 |
|---|---|---|
WRITING_STYLE_GUIDE_PATH | 否 | 共享写作风格指南的路径。在处理前加载。 |
每周安装次数
70
代码仓库
GitHub 星标数
51
首次出现
2026 年 1 月 30 日
安全审计
已安装于
gemini-cli65
opencode65
codex64
cursor64
github-copilot64
amp60
Review and edit copy to remove signs of AI-generated writing. Based on Wikipedia's "Signs of AI writing" guide maintained by WikiProject AI Cleanup. Contains 30 rules across 6 categories.
voice-soul only when that voice fits.| Category | Impact | Prefix | Rules |
|---|---|---|---|
| Content | HIGH | content- | 6 |
| Language | HIGH | language- | 8 |
| Style | MEDIUM | style- | 7 |
| Communication | HIGH | comm- | 3 |
| Filler | MEDIUM | filler- | 5 |
| Voice | HIGH |
content-significance — Remove "pivotal moment", "testament to" inflationcontent-notability — Replace media name-dropping with specific claimscontent-ing-endings — Fix trailing "...highlighting growth" phrasescontent-promotional — Cut "nestled", "vibrant", "breathtaking"content-vague-attribution — Replace "experts say" with specific sourcescontent-challenges — Remove formulaic "Despite challenges..." sectionslanguage-ai-vocabulary — Replace delve, showcase, leverage, fosterlanguage-dual-adjectives — Remove "innovative and comprehensive" paddinglanguage-copula — Use "is" instead of "serves as", "stands as"language-contractions — Prefer contractions when genre allowslanguage-negative-parallelism — Cut "It's not just X, it's Y", "It's not about X, it's about Y"language-rule-of-three — Don't force ideas into groups of threelanguage-synonym-cycling — Stop cycling through synonymslanguage-false-ranges — Fix fake "from X to Y" constructionsstyle-em-dash — Replace em dashes with commas or periodsstyle-boldface — Reduce mechanical bold emphasisstyle-inline-headers — Avoid mechanical Header: lists; keep when they improve skimmingstyle-title-case — Use sentence case in headingsstyle-emojis — Remove decorative emojisstyle-curly-quotes — Use straight quotesstyle-rhythm — Vary sentence/paragraph cadencecomm-artifacts — Remove "I hope this helps!", "Let me know if..."comm-cutoff — Remove "as of my last update" disclaimerscomm-sycophantic — Cut "Great question!", "You're absolutely right!"filler-openings — Cut "In today's fast-paced world", "Here's the thing" openingsfiller-phrases — Cut "in order to", "at this point in time"filler-hedging — Reduce "could potentially possibly"filler-transitions — Reduce moreover/furthermore signpostingfiller-conclusions — Replace "the future looks bright" with specificsvoice-soul — Add personality, opinions, varied rhythmScore text before and after rewriting to show improvement. The score measures how human the writing sounds.
Category | Before | After | Notes
---------------|--------|-------|-------------------------------
Content | 94 | 100 | 2 violations fixed
Language | 88 | 97 | dual-adjectives, copula
Style | 85 | 100 | 4 em dashes, tightened headers
Communication | 100 | 100 | —
Filler | 95 | 100 | "Here's the thing" removed
Voice | 91 | 94 | rhythm, contractions
---------------|--------|-------|-------------------------------
Overall | 84 | 97 |
WRITING_STYLE_GUIDE_PATH is set, load the writing style guide before processingreferences/voice-soul)Provide:
| Variable | Required | Description |
|---|---|---|
WRITING_STYLE_GUIDE_PATH | No | Path to shared writing style guide. Loaded before processing |
Based on Wikipedia:Signs of AI writing.
Weekly Installs
70
Repository
GitHub Stars
51
First Seen
Jan 30, 2026
Security Audits
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Installed on
gemini-cli65
opencode65
codex64
cursor64
github-copilot64
amp60
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