B
blader/humanizer
Agent skill that removes signs of AI-generated writing from text
在 GitHub 查看 ↗链接已于 2026-11-12 核查 · HTTP 200 · 打开的是厂商自己的官网
安装与配置
客户端配置（取自该仓库的安装命令）
{
"mcpServers": {
"blader-humanizer": {
"command": "npx",
"args": ["skills"]
}
}
}解析自我们于 2026-10-26 抓取的该仓库 README；我们未执行过。
command/args 来自仓库写明的安装命令；不确定时请以该项目 README 为准。
VS Code（.vscode/mcp.json —— 键名是 servers）
{
"servers": {
"blader-humanizer": {
"command": "npx",
"args": ["skills"]
}
}
}VS Code 顶层键是 <code>servers</code>，其余与上面那份相同。
Claude Code（命令行）
claude mcp add --transport stdio blader-humanizer -- npx skills
Claude Code 不收 JSON 文件，用这条命令直接加。
配置项的键名以你的客户端为准：客户端与 CLI
- ★ 数取值
- 68,778 ★ · blader/humanizer · 取自 GitHub 搜索 API · （2026-11-13 20:00:50 核对）
- 来源明细
- 从该仓库的 GitHub 页面直接读取 · 条目类型：开源项目
- 收录与活跃
- 收录于 2026-10-26 · 最近见到 2026-11-11 · 共见到 12 次 · 被 1 个来源列出
- 安装
npx skills
常见问题（答案都来自我们的记录）
怎么安装？
该仓库给出的安装命令是
npx skills。我们的记录里它是仓库自己提供的；不保证在你的客户端上直接可用。它适合谁 / 用来做什么？
我们还没有为它记录标签。
谁维护它、还在更新吗？
仓库
blader/humanizer；我们收录于 2026-10-26；最近见到 2026-11-11。这里没有"官方认证"或"质量评级"——我们只记录来源与时间。# Humanizer
以下摘录自该仓库的 README（片段） · 在 GitHub 读完整 README →
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 finalv7.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 finalv7.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
text
/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
bash
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
bash
npx skills add blader/humanizer --global --agent ''
This installs Humanizer for every agent the Skills CLI supports, including Gemini CLI, GitHub Copilot, and Windsurf. Leave off --global in any command above to install it only in the current project. For an agent the Skills CLI does not know, copy SKILL.md into its skill folder.
## Usage
Call the skill directly:
/humanizer
[paste your text here]
Or ask in plain language:
Please humanize this text: [your text]
To rewrite a file, give Humanizer its path:
Humanize the prose in docs/launch-post.md
### Match your voice
If you want the rewrite to sound more like you, include a sample:
/humanizer
Here's a sample of my writing for voice matching:
[paste 2-3 paragraphs of your own writing]
Now humanize this text:
[paste AI text to humanize]
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 finalv7.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 finalv7.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
text
/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
bash
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
bash
npx skills add blader/humanizer --global --agent ''
This installs Humanizer for every agent the Skills CLI supports, including Gemini CLI, GitHub Copilot, and Windsurf. Leave off --global in any command above to install it only in the current project. For an agent the Skills CLI does not know, copy SKILL.md into its skill folder.
## Usage
Call the skill directly:
/humanizer
[paste your text here]
Or ask in plain language:
Please humanize this text: [your text]
To rewrite a file, give Humanizer its path:
Humanize the prose in docs/launch-post.md
### Match your voice
If you want the rewrite to sound more like you, include a sample:
/humanizer
Here's a sample of my writing for voice matching:
[paste 2-3 paragraphs of your own writing]
Now humanize this text:
[paste AI text to humanize]
收录徽章（可选）
想把收录标记放进 README 就复制这行，可选，不影响收录。
[](https://anclum.com/zh/s/blader-humanizer/)
- 来源
- github · https://github.com/blader/humanizer
- Traction
- 68,778 ★
- 收录于
- 3 天前