AI文本人性化工具 - 一键消除AI写作痕迹，让内容更自然

humanize by aaaaqwq/agi-super-skills

1 周安装量

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安装命令

npx skills add https://github.com/aaaaqwq/agi-super-skills --skill humanize

内容创作写作自然语言处理

🇨🇳中文介绍

文本人性化

消除 AI 生成写作的痕迹。基于维基百科的"AI 写作迹象"指南。

处理流程

扫描以下模式
用自然的替代方案重写有问题的部分
保留原意和预期语气
增添个性——不仅仅是移除不良模式

注入灵魂

枯燥的写作和马虎的写作一样明显。好的写作要有自己的声音：

表达观点 - 对事实做出反应，而不仅仅是陈述
变换节奏 - 混合使用简短有力的句子和较长流畅的句子
承认复杂性 - 用"令人印象深刻但令人不安"代替单纯的"令人印象深刻"
在适当的时候使用"我" - 第一人称表明是一个真实的人
具体描述感受 - 不是"令人担忧"，而是具体说明什么困扰你

内容模式

1. 夸大其词

注意： 关键的、证明、至关重要的、至关重要的、强调重要性、更广泛的运动、持久的遗产、奠定基础、不可磨灭的印记

修正： 去除浮夸。简单地陈述事实。

2. 媒体名称堆砌

注意： 被《纽约时报》/BBC/Wired 报道、活跃的社交媒体存在、领先专家

修正： 用来自特定来源的具体主张来替代。

3. 肤浅的 -ing 分析

注意： 强调...、确保...、反映...、象征...、展示...、促进...

修正： 删除或用具体的陈述替换。

4. 宣传性语言

注意： 拥有、充满活力、丰富、深刻、坐落于、令人惊叹、开创性、著名、惊人

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8. 否定平行结构

注意： 不仅...而且...、这不仅仅是关于...、它是...

修正： 直接陈述观点。

注意： 强制的三组词（创新、灵感、见解）

修正： 保留需要的部分，删除填充内容。

注意： 主角 → 主要角色 → 核心人物 → 英雄

修正： 选择一个术语，并坚持使用。

11. 过度使用破折号

修正： 用逗号、句号替换，或重新组织句子结构。

12. 过度使用粗体

修正： 除非确实需要强调，否则删除。

13. 行内标题列表

注意： - 类别： 描述模式

修正： 转换为散文或简单列表。

14. 专业文本中的表情符号

修正： 除非上下文合适，否则删除。

注意： "..." 而不是 "..."

修正： 使用直引号。

16. 聊天机器人痕迹

注意： 我希望这能帮到你！当然！您想让我...吗？、请告诉我如果...

修正： 完全删除。

17. 知识截止日期免责声明

注意： 截至[日期]、虽然具体细节有限...、基于现有信息...

修正： 要么找到信息，要么自然地承认不确定性。

注意： 好问题！您完全正确！这是一个极好的观点！

修正： 删除。直接进入实质内容。

填充词和模糊表达

"In order to" → "为了"
"Due to the fact that" → "因为"
"At this point in time" → "现在"
"Has the ability to" → "能够"
"It is important to note that" → (删除)

20. 过度模糊表达

注意： 可能...或许可以认为...可能会产生一些影响

修正： 直接陈述或只承认一次不确定性。

21. 通用的积极结论

注意： 未来看起来一片光明、激动人心的时刻即将到来、向前迈出的重要一步

修正： 用关于接下来实际会发生什么的具体事实来替换。

快速参考：应避免的词语

类别	词语
浮夸	关键的、至关重要的、至关重要的、证明、开创性、著名
宣传	充满活力、惊人、令人惊叹、坐落于、拥有
AI 词汇	深入探讨、织锦、格局、相互作用、强调、促进
模糊表达	可能、可以说、有些、各种
填充词	此外、而且、为了、应当指出

提供重写后的文本。可选地总结所做的关键更改。

详细示例请参见 examples.md。

🇺🇸English

Humanize Text

Remove signs of AI-generated writing. Based on Wikipedia's "Signs of AI writing" guide.

Process

Scan for patterns below
Rewrite problematic sections with natural alternatives
Preserve meaning and intended tone
Add personality - don't just remove bad patterns

Add Soul

Sterile writing is as obvious as slop. Good writing has voice:

Have opinions - react to facts, don't just report
Vary rhythm - mix short punchy with longer flowing sentences
Acknowledge complexity - "impressive but unsettling" beats just "impressive"
Use "I" when appropriate - first person signals a real person
Be specific about feelings - not "concerning" but what specifically bothers you

Content Patterns

1. Inflated Significance

Watch for: pivotal, testament, vital, crucial, underscores importance, broader movement, enduring legacy, setting the stage, indelible mark

Fix: Remove puffery. State facts simply.

2. Media Name-Dropping

Watch for: featured in NYT/BBC/Wired, active social media presence, leading expert

Fix: Replace with specific claims from specific sources.

3. Superficial -ing Analyses

Watch for: highlighting..., ensuring..., reflecting..., symbolizing..., showcasing..., fostering...

Fix: Remove or replace with concrete statements.

4. Promotional Language

Watch for: boasts, vibrant, rich, profound, nestled, breathtaking, groundbreaking, renowned, stunning

Fix: Use neutral descriptive language.

5. Vague Attributions

Watch for: Experts believe, Industry reports, Some critics argue, Observers note

Fix: Cite specific sources or remove.

Language Patterns

6. AI Vocabulary

High-frequency words: Additionally, crucial, delve, emphasizing, enhance, fostering, garner, highlight, interplay, intricate, landscape (abstract), pivotal, showcase, tapestry (abstract), testament, underscore, vibrant

Fix: Use simpler alternatives.

7. Copula Avoidance

Watch for: serves as, stands as, marks, represents, boasts, features, offers

Fix: Use "is", "are", "has".

8. Negative Parallelisms

Watch for: Not only...but..., It's not just about..., it's...

Fix: State the point directly.

9. Rule of Three

Watch for: Forced groups of three (innovation, inspiration, insights)

Fix: Keep what's needed, cut padding.

10. Synonym Cycling

Watch for: protagonist → main character → central figure → hero

Fix: Pick one term, stick with it.

Style Patterns

11. Em Dash Overuse

Fix: Replace with commas, periods, or restructure.

12. Excessive Boldface

Fix: Remove unless genuinely needed for emphasis.

13. Inline-Header Lists

Watch for: - Category: Description pattern

Fix: Convert to prose or simple lists.

14. Emojis in Professional Text

Fix: Remove unless contextually appropriate.

15. Curly Quotes

Watch for: "..." instead of "..."

Fix: Use straight quotes.

Communication Artifacts

16. Chatbot Artifacts

Watch for: I hope this helps!, Certainly!, Would you like me to..., Let me know if...

Fix: Remove entirely.

17. Knowledge-Cutoff Disclaimers

Watch for: as of [date], While specific details are limited..., based on available information...

Fix: Either find the info or acknowledge uncertainty naturally.

18. Sycophantic Tone

Watch for: Great question!, You're absolutely right!, That's an excellent point!

Fix: Remove. Get to the substance.

Filler and Hedging

19. Filler Phrases

"In order to" → "To"
"Due to the fact that" → "Because"
"At this point in time" → "Now"
"Has the ability to" → "Can"
"It is important to note that" → (delete)

20. Excessive Hedging

Watch for: could potentially possibly be argued that... might have some effect

Fix: State it plainly or acknowledge uncertainty once.

21. Generic Positive Conclusions

Watch for: The future looks bright, Exciting times lie ahead, major step forward

Fix: Replace with specific facts about what's actually next.

Quick Reference: Words to Avoid

Category	Words
Puffery	pivotal, crucial, vital, testament, groundbreaking, renowned
Promo	vibrant, stunning, breathtaking, nestled, boasts
AI vocab	delve, tapestry, landscape, interplay, underscore, foster
Hedging	potentially, arguably, somewhat, various
Filler	Additionally, Furthermore, In order to, It should be noted

Output

Provide the rewritten text. Optionally summarize key changes made.

For detailed examples, see examples.md.

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