fix-chinese

Polish Chinese text to remove AI-style phrasing and translation artifacts.

4|Updated Jan 30, 2026
One-click install
npx skills add https://github.com/Xueheng-Li/ai-tools-installation --skill fix-chinese
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: fix-chinese
Source: https://github.com/Xueheng-Li/ai-tools-installation/tree/main/recommended_skills/fix-chinese
Command: npx skills add https://github.com/Xueheng-Li/ai-tools-installation --skill fix-chinese

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The skill automatically cleans Chinese writing, removing AI‑style phrasing, translation artifacts, and improper formatting, ensuring natural, native‑like text.

Core Features & Use Cases

  • Anti‑AI style: Eliminates common AI‑generated filler phrases and stiff passive constructions.
  • Mixed formatting: Corrects spacing between Chinese and English, applies proper punctuation, and adjusts bold formatting.
  • Use case: When a user provides a Chinese document or draft, the skill refines it to a polished, human‑authored version.

Quick Start

Ask the skill to review and clean the provided Chinese text, removing AI‑style phrasing and fixing formatting.

Frequently Asked Questions about fix-chinese

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

FAQPage Schema
How do I polish Chinese text to remove AI-sounding phrasing?

To polish Chinese text and remove AI-sounding phrasing, you input plain text and the skill refines it by eliminating stiff passive constructions and common filler phrases, outputting a corrected, human-authored version.

What is the best way to fix formatting in mixed Chinese-English content?

The best way to fix formatting in mixed Chinese-English content is to apply a text polishing skill that automatically corrects spacing between Chinese and English, applies proper punctuation, and adjusts bold formatting.

How do I remove translation artifacts from Chinese drafts?

You remove translation artifacts from Chinese drafts by submitting the plain text to a polishing skill, which cleans the writing and enforces a natural, native-like style without requiring external tools.

Can I use this skill to proofread any Chinese writing?

Yes, you can use this skill to proofread any Chinese writing, including mixed Chinese-English content. It requires only plain text input and outputs the corrected text with proper spacing and natural style.

Why does AI-generated Chinese text look unnatural?

AI-generated Chinese text looks unnatural due to stiff passive constructions, translation artifacts, and common filler phrases. A text polishing skill eliminates these elements to enforce a native-like style.

Do I need external tools to correct Chinese punctuation and spacing?

No, you do not need external tools to correct Chinese punctuation and spacing. The skill processes plain text input directly and outputs the corrected Chinese text with proper formatting naturally.