humanizer-zh

Identify AI writing patterns in text and rewrite passages to sound more human.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/cvenwu/AiFlow --skill humanizer-zh-cvenwu
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer-zh
Source: https://github.com/cvenwu/AiFlow/tree/main/skills/humanizer-zh
Command: npx skills add https://github.com/cvenwu/AiFlow --skill humanizer-zh-cvenwu

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

去除文本中的 AI 生成痕迹,使文本听起来更自然、更像人类书写。本技能面向需要提升文本可读性与自然度的编辑和审阅工作。

Core Features & Use Cases

  • AI-pattern detection: 识别并修正AI写作痕迹,提升文本真实感。
  • Paraphrase & tone adjustment: 在保持原意的前提下改写句式与用词,提升风格自然度。
  • Use Case: 适用于新闻稿、博客、技术文档等需要人性化表达的场景。

Quick Start

Paste your AI-generated text and ask the skill to rewrite it so it sounds natural and human.

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 generated text?▼

Remove AI writing traces by detecting AI-specific patterns and rewriting passages to eliminate filler phrases, reduce predictable vocabulary, and vary sentence length while preserving the original meaning.

What makes text sound AI-generated and how do I fix it?▼

AI-generated text often features filler phrases, predictable vocabulary, and uniform sentence length. Fixing it involves paraphrasing passages and adjusting sentence structure to deliver authentic, human-sounding prose.

Can I humanize AI drafts for technical documents and blog posts?▼

Yes, you can humanize AI drafts for technical documents and blog posts. The skill applies text-editing tasks across articles and notes, preserving the original meaning while making the text sound more human.

Does paraphrasing AI text preserve the original meaning?▼

Yes, paraphrasing AI text preserves the original meaning. The rewriting process adjusts sentence structure and vocabulary to increase naturalness without altering the core message of the drafts.

What is the best way to rewrite AI content to sound natural?▼

The best way to rewrite AI content is to apply rules that remove filler phrases, reduce AI-specific vocabulary, and vary sentence length, resulting in authentic prose that avoids detectable AI patterns.

Are there limitations when humanizing AI-generated articles?▼

A limitation when humanizing AI-generated articles is that the process focuses on style adjustment rather than fact-checking, so users must verify the technical accuracy of the drafts themselves.