What is the 'Native Test' in this context?

The Native Test is a quality standard where text is evaluated to see if a native speaker would recognize it as AI-generated due to stiffness or lack of emotional particles.

Can I use this for formal business documents?

While the skill defaults to a casual register to avoid a robotic feel, it understands the distinction between formal and informal pronouns and can be used to add a human touch to professional writing.

Does it support both Simplified and Traditional Chinese?

Yes, it maintains character set consistency and adapts vocabulary specifically for different regions like Mainland China and Taiwan.

How does this skill make Chinese sound more natural?

It specifically avoids formal 'textbook' Chinese by incorporating sentence-final particles, colloquial fillers, and informal registers that native speakers use in daily life.

Natural Chinese Communication

Name: Natural Chinese Communication
Author: dvcrn

bydvcrn

•

内容管理

Transforms robotic AI-generated text into authentic, human-sounding Chinese by applying natural registers, particles, and regional slang.

This skill addresses the common issue of 'AI Chinese'—text that is technically accurate but feels stiff and textbook-like. It equips Claude with deep linguistic nuances to use informal registers (口语), essential sentence-final particles, and modern internet slang while maintaining strict consistency between Simplified and Traditional character sets. By incorporating natural fillers and regional vocabulary, this skill ensures that generated content passes the 'native test,' making it ideal for social media, casual correspondence, and authentic localized content.

主要功能

01Regional Localization: Adapts vocabulary and character sets specifically for Mainland China or Taiwan contexts.

02Natural Conversational Flow: Employs fillers and contractions to mimic genuine human speech patterns.

03Modern Internet Slang: Integrates current terminology and expressions like yyds, 666, and 绝了.

04Authentic Register Control: Intelligently switches between casual (你) and formal (您) tones based on context.

05Sentence-Final Particles: Adds nuance and warmth using particles like 啊, 吧, 嘛, and 呀.

063 GitHub stars

使用场景

01Casual Correspondence: Writing emails or messages to peers and friends that avoid the 'robotic' feel of standard translation.

02Social Media Content: Creating engaging posts for platforms like Little Red Book (Xiaohongshu) or Weibo that resonate with native users.

03Product Localization: Adapting user interfaces and marketing copy to sound local rather than translated.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add dvcrn/openclaw-skills-marketplace chinese

For use in Claude.ai and ChatGPT

主要功能

01Regional Localization: Adapts vocabulary and character sets specifically for Mainland China or Taiwan contexts.

02Natural Conversational Flow: Employs fillers and contractions to mimic genuine human speech patterns.

03Modern Internet Slang: Integrates current terminology and expressions like yyds, 666, and 绝了.

04Authentic Register Control: Intelligently switches between casual (你) and formal (您) tones based on context.

05Sentence-Final Particles: Adds nuance and warmth using particles like 啊, 吧, 嘛, and 呀.

063 GitHub stars

使用场景

01Casual Correspondence: Writing emails or messages to peers and friends that avoid the 'robotic' feel of standard translation.

02Social Media Content: Creating engaging posts for platforms like Little Red Book (Xiaohongshu) or Weibo that resonate with native users.

03Product Localization: Adapting user interfaces and marketing copy to sound local rather than translated.