humanizer-zh

Rewrite Chinese text to remove detectable AI writing patterns.

6|Updated Mar 21, 2026
One-click install
npx skills add https://github.com/caitengwei/my-skills --skill humanizer-zh-caitengwei
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer-zh
Source: https://github.com/caitengwei/my-skills/tree/main/Humanizer-zh
Command: npx skills add https://github.com/caitengwei/my-skills --skill humanizer-zh-caitengwei

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It helps you rewrite AI-generated or “machine-like” Chinese text so it sounds more natural, more human, and less like templated content.

Core Features & Use Cases

  • AI-trace detection and rewriting: Identifies common AI writing patterns (e.g., vague attributions, overdone “future outlook” phrasing, repetitive structures, promotional tone) and replaces them with more natural alternatives.
  • Style and tone preservation: Keeps the original meaning while adjusting rhythm, sentence structure, and wording to match the intended register.
  • Text improvement for editing/review: Supports both direct rewriting and “editing for humanity” when reviewing drafts before publishing.

Quick Start

Ask the AI to humanize the text you paste, focusing on removing AI writing traces while preserving the original intent.

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, you can paste your draft into a humanizer tool to rewrite problematic phrasing, structure, and tone into natural human-like expression while preserving the core meaning.

What are common AI writing patterns in Chinese content?

Common AI writing patterns in Chinese content include vague attributions, overdone future outlook phrasing, repetitive structures, and promotional tone, which make text sound machine-like and require tone adjustment to sound natural.

How do I rewrite AI-generated Chinese emails to sound more natural?

Rewriting AI-generated Chinese emails to sound more natural involves identifying detectable machine-like patterns and adjusting sentence rhythm and wording to match the intended register without adding fabricated claims.

Can I humanize Chinese blog posts without changing the original meaning?

You can humanize Chinese blog posts without changing the original meaning by applying pattern-based identification of recurring AI features and replacing them with natural alternatives that maintain intent and improve readability.

Does humanizing text work for academic summaries in Chinese?

Humanizing text works for Chinese academic summaries by editing drafts to remove detectable AI features and improving sentence rhythm, ensuring the content remains accurate without adding fabricated claims during the review workflow.

What are the limitations of de-automating Chinese text?

Limitations of de-automating Chinese text include the inability to add fabricated claims, as the rewriting process strictly maintains the original intent and core meaning while focusing only on phrasing, structure, and tone adjustment.