humanizer-zh

Detect and rewrite AI writing patterns in Chinese text for a natural tone.

1|Updated Mar 22, 2026
One-click install
npx skills add https://github.com/hujianbest/garage-agent --skill humanizer-zh-hujianbest
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer-zh
Source: https://github.com/hujianbest/garage-agent/tree/main/packs/writing/skills/humanizer-zh
Command: npx skills add https://github.com/hujianbest/garage-agent --skill humanizer-zh-hujianbest

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,提升可读性与信任度。

Core Features & Use Cases

  • AI pattern detection: 识别并修正常见 AI 写作痕迹,提升文本自然度。
  • Meaning-preserving rewriting: 保留核心信息,同时改善语气与流畅度。
  • Use cases: 适用于文章、邮件、摘要、营销文案等文本的改写与润色。

Quick Start

将需要人性化的文本粘贴给技能,请求它改写使之更自然、更像人类书写。

Frequently Asked Questions about humanizer-zh

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

FAQPage Schema
How do I make AI-generated text sound more natural and human?

Humanizing AI-generated text involves identifying common AI writing patterns and rewriting the content to adjust tone and preserve core meaning, making it suitable for articles, emails, and marketing copy.

What are common AI writing patterns to fix when editing articles?

Common AI writing patterns include rigid sentence structures and unnatural phrasing. A rule-based humanizing approach detects these traces and rewrites the text to produce a cleaned version with a more natural tone.

Can I humanize AI text for marketing copy without losing the original message?

Yes, you can humanize AI text for marketing copy without losing the original message. The rewriting process uses a meaning-preserving approach to retain core information while adjusting the tone for better readability and trust.

Does the text humanizing process require external data access or dependencies?

No, the text humanizing process does not require external data access or dependencies. It operates using a self-contained, rule-based approach to identify AI patterns and rewrite text directly within your editing workflow.

How do I edit AI-generated emails to improve readability and remove AI traces?

To edit AI-generated emails and remove AI traces, apply a text humanizing workflow that detects artificial writing patterns and rewrites the content to improve readability and ensure the tone sounds naturally human.

When should I not use a rule-based approach to humanize text?

You should not use a rule-based approach to humanize text when the content requires deep contextual understanding or creative restructuring beyond pattern detection, as this method focuses on identifying specific AI traces and adjusting tone.