humanizer-zh

Rewrite Chinese text to remove AI writing traces and adjust tone.

76|6|Updated Mar 12, 2026
One-click install
npx skills add https://github.com/bozhouDev/bozhou-skills --skill humanizer-zh-bozhoudev
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer-zh
Source: https://github.com/bozhouDev/bozhou-skills/tree/main/humanizer-zh
Command: npx skills add https://github.com/bozhouDev/bozhou-skills --skill humanizer-zh-bozhoudev

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps editors and reviewers remove AI-generated traces from Chinese text, making it sound more natural and human-written.

Core Features & Use Cases

  • AI-trace removal: identify and rewrite patterns that signal AI authorship (e.g., repetitive phrasing, generic transitions).
  • Tone adjustment: adjust formality and voice to suit the target audience.
  • Use case: editing marketing copy, academic drafts, and social content to read more human.

Quick Start

Provide a humanized rewrite of the input Chinese text, preserving meaning while removing AI writing traces.

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 Chinese text?

To remove AI writing traces from Chinese text, use this Skill to identify and rewrite repetitive phrasing and generic transitions, producing more natural, human-written prose. It requires defining transformation rules and tone settings in the skill metadata.

What are common AI writing patterns in Chinese content?

Common AI writing patterns in Chinese content include repetitive phrasing and generic transitions that signal machine authorship. This Skill detects these specific traces and rewrites them to adjust formality and voice for a target audience.

Can I adjust the tone of Chinese marketing copy to sound more human?

Yes, you can adjust the tone of Chinese marketing copy to sound more human. The Skill provides tone adjustment features that modify formality and voice, making AI-generated drafts read naturally while preserving the original meaning.

Does this AI text humanizer work for long-form Chinese content?

Yes, this AI text humanizer works for long-form Chinese content. It is specifically designed for editing and reviewing long-form drafts, academic essays, corporate communications, and marketing copy to eliminate machine-generated patterns.

How do I customize text cleaning rules for Chinese paraphrasing?

You customize text cleaning rules for Chinese paraphrasing by defining transformation rules and tone settings in the skill frontmatter. This metadata-driven customization allows you to tailor the humanization process to specific editing requirements.

What's the best way to humanize AI-generated Chinese essays?

The best way to humanize AI-generated Chinese essays is to apply targeted text cleaning and paraphrasing rules. This Skill rewrites machine-like patterns and adjusts the voice, helping editors produce natural academic drafts without losing meaning.