赞助商 cfo.ai

Humanizer让AI编写的文本听起来像是人写的，但内容不变。它基于维基百科的“人工智能写作符号”（Signs of AI writing），这是维基百科编辑用来识别AI生成文本的指南，并且适用于Claude Code、Codex以及任何支持技能的代理。

之前：

我很高兴地宣布，共享草稿终于来了！🚀几个月来，我们自己的团队淹没在名为final_v7.docx的文件中——我们知道一定有更好的方法。现在两个人可以同时编辑同一份文档，每个变更都会实时显示。这不仅仅是一个功能;这是一种全新的协作方式。评论会始终锚定在它们引用的具体句子上，即使周围的文本不断变化。最棒的是？它现在在所有套餐上都免费提供。好好想想吧。

之后：

共享草稿今天发布。几个月来，我们自己的团队传递了名为final_v7.docx的文件，因此我们构建了一个让两个人同时编辑同一份文档的方法，每个人的修改都能实时显示给对方。评论即使周围文字发生变化，也会固定在所说的句子上。每个套餐都是免费的。

Humanizer

sponsored by cfo.ai

Humanizer makes AI-written text sound like a person wrote it, without changing what it says. It is built on Wikipedia’s Signs of AI writing, the guide Wikipedia editors use to catch AI-generated text, and it works in Claude Code, Codex, and any other agent that supports skills.

Before:

I’m thrilled to announce that shared drafts are finally here! 🚀 For months, our own team was drowning in files named final_v7.docx — and we knew there had to be a better way. Now two people can edit the same doc at once, with every change appearing live for both of them. It’s not just a feature; it’s a whole new way to collaborate. Comments stay anchored to the exact sentence they reference, even as the text around them evolves. And the best part? It’s available today on every plan, completely free. Let that sink in.

After:

Shared drafts are out today. For months our own team passed around files named final_v7.docx, so we built a way for two people to edit the same doc at once, with each person’s changes showing up live for the other. Comments stay pinned to the sentence they’re about, even when the text around them changes. It’s free on every plan.

In a blind test, judges preferred Humanizer’s rewrite over the original AI text 16 times out of 16 (#229).

Humanizer edits for human readers. Getting past AI detectors is not a goal, and detectors still flag most of its output.

The five strongest tells

These are the most common signs of AI writing, and Humanizer rewrites any of them on sight:

1. Not X but Y: “It’s not just a feature, it’s a shift.”
2. One-line closers: “Let that sink in.”
3. Sayings that sound deep: “At its core, what really matters is…”
4. A staged run-up: “Here’s the thing.” “Honestly?”
5. Arguing with no one: “I’m not saying X, but…”

Humanizer checks for 26 patterns in all.

Installation

Once installed, the skill answers to /humanizer.

Claude Code

/plugin marketplace add blader/humanizer
/plugin install humanizer@humanizer

The plugin answers to /humanizer:humanizer. It needs Claude Code 2.1.142 or newer; on older versions, use npx skills add blader/humanizer --global --agent claude-code.

Codex

npx skills add blader/humanizer --global --agent codex

Claude.ai and Claude Desktop

Download this repository as a ZIP (Code → Download ZIP) and upload it as a skill in Settings.

Other agents

npx skills add blader/humanizer --global --agent '*'