humanizer-zh

Remove AI-generated writing patterns from text to improve natural readability.

Updated Mar 31, 2026

Search Tags:#writing-style #ai-writing #humanize #content-quality #text-editing #tone-adjustment

Ready to run

npx skills add https://github.com/sherry1991/openclaw-main-workspace --skill humanizer-zh-sherry1991

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: humanizer-zh
Source: https://github.com/sherry1991/openclaw-main-workspace/tree/main/skills/humanizer-zh
Command: npx skills add https://github.com/sherry1991/openclaw-main-workspace --skill humanizer-zh-sherry1991

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

去除文本中的 AI 生成痕迹。适用于编辑或审阅文本，使其听起来更自然、更像人类书写。本技能提供一份操作指南，帮助识别并修复常见的 AI 写作特征模式，提升文本的可读性和可信度。

Core Features & Use Cases

识别并修复 AI 写作特征，提升文本自然度与可读性
调整语气与风格以匹配目标受众
保留核心信息与事实含义，避免改变原意
使用场景包括学术润色、新闻稿修订、市场文案优化等

Quick Start

将需要润色的文本粘贴进来，系统将输出去除 AI 痕迹、更加自然的人类写作版本。

Frequently Asked Questions about humanizer-zh

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I remove AI writing traces from text to make it sound more natural?▼

Removing AI writing traces involves identifying repetitive patterns and adjusting tone to make text read naturally. This Skill edits and proofreads blogs, reports, and social copy while preserving the original meaning and maintaining safety.

Can I humanize AI-generated content for academic and marketing formats?▼

Yes, humanizing AI-generated content works for academic polishing, press release revision, and marketing copy optimization. It adjusts tone and style to match target audiences while retaining core facts and meaning across various content types.

How do I adjust the tone and style of my AI text without changing the original meaning?▼

Adjusting tone and style of AI text requires targeted text editing that refines sentence structure while preserving core information. This Skill transforms the writing style to sound human without altering factual meaning or readability.

What is the best way to humanize AI content for social media copy?▼

The best way to humanize AI content for social copy is through text editing that fixes AI writing characteristics and adjusts tone. This approach refines content quality, making the output suitable for blogs and social media while maintaining safety.

Does humanizing AI text affect the core facts and meaning of the original content?▼

Humanizing AI text does not change the core facts and meaning of the original content. The process focuses on tone adjustment and removing AI characteristics to improve readability, ensuring the original message is fully preserved.