Humanizer Zh
Humanizer Zh transforms AI-generated text into more natural and conversational Chinese, improving readability and engagement.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add humanizer-zh npx -- -y @trustedskills/humanizer-zh
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"humanizer-zh": {
"command": "npx",
"args": [
"-y",
"@trustedskills/humanizer-zh"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
The humanizer-zh skill rephrases text into more natural and readable Chinese. It aims to improve clarity and fluency, making the output suitable for a broader audience or specific communication contexts. The skill focuses on transforming machine-generated or technically written Chinese into a more human-sounding style.
When to use it
- Improving AI chatbot responses: Refine replies generated by an AI assistant to sound less robotic and more conversational in Chinese.
- Translating technical documentation: Make translated documents easier to understand for native Chinese speakers who may not be familiar with the original technical jargon.
- Rewriting marketing copy: Enhance marketing materials written in Chinese to resonate better with target audiences, improving engagement and impact.
- Polishing creative writing: Refine AI-generated stories or poems in Chinese to achieve a more polished and engaging literary style.
Key capabilities
- Chinese text rephrasing
- Improved fluency and naturalness
- Clarity enhancement
- Adaptation for diverse audiences
Example prompts
- "Humanize this: 自动化流程优化可以显著提高效率。"
- “Rephrase the following to sound more conversational: 请注意，本产品仅供参考。”
- "Make this Chinese text more readable: 该系统采用分布式架构以确保高可用性。"
Tips & gotchas
The skill is specifically designed for Chinese language processing. Ensure the input text is in Simplified or Traditional Chinese characters for optimal results.
Tags
TrustedSkills Verification
Unlike other registries that point to live repositories, TrustedSkills pins every skill to a verified commit hash. This protects you from malicious updates — what you install today is exactly what was reviewed and verified.
Security Audits
| Gen Agent Trust Hub | Pass |
| Socket | Pass |
| Snyk | Pass |
🌐 Community
Passed automated security scans.