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humanizer

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Original

English
🇨🇳

Translation

Chinese

Humanizer

Humanizer

Purpose

用途

Rewrite AI-generated text to sound natural and human-written. Removes LLM tells — cliché phrases, predictable structure, inflated language, and robotic patterns. Use when editing drafts, emails, articles, or any text that reads like it was written by AI.
将AI生成的文本改写得自然且符合人类写作风格。去除LLM痕迹——陈词滥调、可预测的结构、浮夸的语言以及机械性的句式。适用于编辑草稿、邮件、文章或任何读起来像AI撰写的文本。

Routing

使用场景

  • Use when: User asks to humanize text, make text sound less like AI, rewrite AI-generated content, remove AI tells, make writing more natural, or edit text to sound human-written
  • Do not use when: User wants to generate new content from scratch, translate text, or summarize text
  • Outputs: Rewritten text that reads naturally without AI writing markers
  • Success criteria: The output text would not be flagged by AI detection tools and reads like natural human writing
  • 适用场景：用户要求将文本人性化、让文本听起来不像AI生成、改写AI生成的内容、去除AI痕迹、让写作更自然，或编辑文本使其符合人类写作风格
  • 不适用场景：用户想要从头生成新内容、翻译文本或总结文本
  • 输出结果：改写后的文本，读起来自然且无AI写作特征
  • 成功标准：输出文本不会被AI检测工具标记，且读起来像是自然的人类写作

Trigger Examples

触发示例

Positive

正向示例

  • Use the humanizer skill for this request.
  • Help me with humanizer.
  • User asks to humanize text, make text sound less like AI, rewrite AI-generated content, remove AI tells, make writing more natural, or edit text to sound human-written
  • Humanizer: provide an actionable result.
  • 针对此请求使用Humanizer技能。
  • 帮我使用Humanizer。
  • 用户要求将文本人性化、让文本听起来不像AI生成、改写AI生成的内容、去除AI痕迹、让写作更自然，或编辑文本使其符合人类写作风格
  • Humanizer：提供可执行的结果。

Negative

负向示例

  • User wants to generate new content from scratch, translate text, or summarize text
  • Do not use humanizer for unrelated requests.
  • This request is outside humanizer scope.
  • This is conceptual discussion only; no tool workflow is needed.
  • 用户想要从头生成新内容、翻译文本或总结文本
  • 不要将Humanizer用于无关请求。
  • 此请求超出Humanizer的范围。
  • 这只是概念性讨论；无需工具工作流。

Parameters

参数

NameTypeRequiredDescription
textstringNoThe text to humanize (or paste it directly in your message)
toneselectNoTarget tone for the rewrite
名称类型是否必填描述
text字符串否需要人性化处理的文本（也可直接粘贴到消息中）
tone选择项否改写后的目标语气

Runtime Prompt

运行时提示词

  • Current runtime prompt length: 818 characters.
  • Runtime prompt is defined directly in 
    ../humanizer.json
    .
  • 当前运行时提示词长度：818字符。
  • 运行时提示词直接定义在
    ../humanizer.json
    中。