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Install in OpenClaw
/install humanizer-text
Description
Remove signs of AI-generated writing from text. Detects and fixes: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, e...
README (SKILL.md)
Humanizer — 去除AI写作痕迹
功能概述
将 AI 生成的文本改写成自然、人类书写风格的文本。检测并修复以下常见 AI 写作特征：
AI 写作痕迹清单
| 痕迹类型 | 识别特征 | 修复方向 |
|---|---|---|
| 夸张修辞 | 过度使用"无与伦比""史诗级"等 | 降低调性，客观陈述 |
| 推销语言 | 频繁出现"难以置信""绝对推荐" | 改为中性推荐语气 |
| 浅层-ing 分析 | "通过XXX，我们可以看到…" | 直接陈述观点 |
| 模糊归因 | "研究表明""专家说"无具体来源 | 补充具体来源或删除 |
| 破折号滥用 | 连续使用"——" | 改用逗号或句号 |
| 三重规则 | 习惯性三连排比 | 改为单点或两点论述 |
| AI 词汇 | "首先/其次/最后"固定搭配 | 自然过渡词 |
| 负面排比 | "既不…也不…"过度使用 | 直接表达 |
| 连接词堆砌 | "然而/但是/因此/并且"连用 | 简化句子结构 |
使用方式
直接发送需要改写的 AI 生成文本，输出改写后的自然版本。
参考文档
README.md— 详细的 AI 痕迹分类与修复示例
Usage Guidance
This skill appears coherent and low-risk in structure, but it will process any text you send — avoid submitting secrets, private data, or regulated content. Test on non-sensitive examples first, review rewritten output for accuracy and missing context, and confirm your agent's privacy/retention policy if you need guarantees about data handling.
Capability Analysis
Type: OpenClaw Skill
Name: humanizer-text
Version: 2.1.1
The skill bundle is a purely prompt-based tool designed to rewrite AI-generated text into a more natural human style. It contains no executable code, scripts, or network requests, and its instructions in SKILL.md and README.md are strictly aligned with its stated purpose of text humanization based on documented Wikipedia patterns.
Capability Assessment
Purpose & Capability
Name, description, README and SKILL.md all describe the same capability (detect and rewrite AI-like phrasing). There are no unrelated env vars, binaries, or config paths requested.
Instruction Scope
SKILL.md simply asks the agent to accept input text and return a 'humanized' rewrite; it does not instruct reading files, accessing system config, or posting to external endpoints. Note: any text you send will be processed by the agent/LLM, so do not submit secrets or sensitive PII if privacy is a concern.
Install Mechanism
No install spec and no code files — instruction-only skills have minimal filesystem footprint and nothing is downloaded or executed.
Credentials
The skill requests no environment variables, credentials, or config paths. This is proportionate for a text-rewriting skill.
Persistence & Privilege
always is false and there is no indication the skill modifies other skills or system settings. It does not request persistent privileges.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install humanizer-text - After installation, invoke the skill by name or use
/humanizer-text - Provide required inputs per the skill's parameter spec and get structured output
Version History
v2.1.1
去除AI写作痕迹，让文本更自然
Metadata
Frequently Asked Questions
What is Humanizer-Text AI写作痕迹去除?
Remove signs of AI-generated writing from text. Detects and fixes: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, e... It is an AI Agent Skill for Claude Code / OpenClaw, with 263 downloads so far.
How do I install Humanizer-Text AI写作痕迹去除?
Run "/install humanizer-text" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Humanizer-Text AI写作痕迹去除 free?
Yes, Humanizer-Text AI写作痕迹去除 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Humanizer-Text AI写作痕迹去除 support?
Humanizer-Text AI写作痕迹去除 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Humanizer-Text AI写作痕迹去除?
It is built and maintained by xbmchina (@xbmchina); the current version is v2.1.1.
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