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cangtianhuangcangtianhuangCommunity·1 Agent Skills Included

humanizer-academic-zh

Removes machine-writing patterns from Chinese academic papers

Rewrites Chinese academic papers to remove machine-generated writing patterns and formulaic phrasing. Detects overused connectors, empty emphasis, rigid parallel structures, and filler words that trigger AIGC detectors. Preserves original arguments, terminology, and citations while restoring natural scholarly tone. Runs as a lightweight prompt with minimal token cost.
49|2
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npx skills add cangtianhuang/humanizer-academic-zh --all -g -y

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humanizer-academic-zh

Polish Chinese academic papers by removing AI-generated patterns while preserving meaning.

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Frequently Asked Questions

FAQPage Schema
How to install humanizer-academic-zh?▼

Run `npx skills add cangtianhuang/humanizer-academic-zh --all -g -y` in your terminal to install it globally for your coding assistant.

How to reduce AIGC detection rates in Chinese theses?▼

Paste your thesis paragraph after activating the skill, and it rewrites formulaic phrases, empty emphasis, and mechanical structures that detectors flag, without changing your arguments or data.

Does it change my paper's content or meaning?▼

No. It only adjusts expression patterns and keeps your arguments, data, terminology, citations, and logical structure fully intact.

Can I use it with ChatGPT or DeepSeek?▼

Yes. Copy the contents of SYSTEM_PROMPT.md into the system prompt field of any chat model to activate the same polishing rules without installation.

Does it work with Claude Code and Cursor?▼

Yes. The SKILL.md file follows the universal skill standard and works in Claude Code, Cursor, Codex, and other compatible assistants.

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