skills.rest
op7418op7418Community·2 Agent Skills Included

Humanizer-zh

Rewrite Chinese AI-generated text to sound natural and human

Rewrites Chinese AI-generated text to remove 24 common machine-writing patterns, from filler phrases to exaggerated claims. Detects vague attribution, promotional language, formulaic structures, and chatbot leftovers, then replaces them with concrete, natural wording. Includes a quick checklist and 50-point quality score to help editors, marketers, and writers produce authentic human-sounding content faster.
16,421|1,100
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npx skills add op7418/Humanizer-zh --all -g -y

All Skills in This Repository (2)

Pure Emerald Level Indicators
📦 In Repo
op7418op7418

humanizer-zh

Detect and correct 24 common AI writing patterns in text.

Community
Advanced
📦 In Repo
op7418op7418

humanizer-zh

Detect and rewrite 24 AI writing patterns in Chinese text to sound natural.

Community
Intermediate

Frequently Asked Questions

FAQPage Schema
How to install Humanizer-zh?▼

Run `npx skills add op7418/Humanizer-zh --all -g -y` in your terminal to install the skill globally.

How to make AI-written Chinese text sound human?▼

Paste your text into the skill and it scans for 24 known AI writing patterns, then rewrites problem sections with natural, specific wording while keeping your original meaning.

What AI writing patterns does Humanizer-zh detect?▼

It catches exaggerated significance, vague expert attribution, overused AI vocabulary, rule-of-three lists, excessive dashes and bold text, chatbot pleasantries, and generic positive endings.

Does Humanizer-zh work with Claude Code?▼

Yes. It follows the standard SKILL.md format and runs directly in Claude Code and other compatible AI agents via the /humanizer-zh command.

Can non-writers use Humanizer-zh?▼

Yes. Just paste your text or point to a file, and the agent handles the editing. A built-in quality score shows how natural the result sounds.

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