humanizer-zh

Remove AI artifacts from Chinese novel text using 23 deletion rules and 148 phrase substitutions.

482|72|Updated May 24, 2026
One-click install
npx skills add https://github.com/uu201/character-arc --skill humanizer-zh-uu201
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer-zh
Source: https://github.com/uu201/character-arc/tree/main/resources/skills/community-skills/humanizer-zh
Command: npx skills add https://github.com/uu201/character-arc --skill humanizer-zh-uu201

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

这项技能帮助中文小说作者和编辑识别并消除文本中的AI写作痕迹,使文本更自然、具有真实的人类语感,同时提升可读性和风格一致性。

Core Features & Use Cases

  • 识别并删除AI写作痕迹的23种模式,确保文本更自然。
  • 提供148条短语替换与105条词汇替换,以及格式规范化,提升文本自然度和一致性。
  • 适用于章节润色、对话润色和文本的整体风格优化,适用于创作流程中的草稿到成稿阶段。

Quick Start

把需要润色的中文文本提交给技能,系统将去除AI痕迹并提升人性化表达。

Frequently Asked Questions about humanizer-zh

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

FAQPage Schema
How do I remove AI writing artifacts from Chinese novel text?

To remove AI writing artifacts from Chinese novel text, the skill applies 23 deletion rules, 148 phrase substitutions, and 105 vocabulary substitutions. This process eliminates robotic phrasing and normalizes formatting to achieve natural human expression.

What are common AI writing patterns in Chinese web novels that need adjustment?

Common AI writing patterns in Chinese web novels include repetitive phrases, unnatural dialogue, and stiff sentence structures. The skill targets these issues with 148 phrase replacements and 105 vocabulary substitutions to restore human tone and style consistency.

Can I use this skill for polishing drafts and editing dialogue in Chinese novels?

Yes, you can use this skill for polishing drafts and editing dialogue in Chinese novels. It supports the entire creation workflow from drafting to final manuscript, applying tone adjustment and formatting normalization to chapters, scenes, and knowledge-center content.

Does this skill handle formatting normalization for web novel chapters?

Yes, this skill handles formatting normalization for web novel chapters. It standardizes text layout and applies style guidance as defined in its core rules, ensuring drafted chapters and scenes maintain consistent formatting alongside natural tone.

What is the best way to humanize AI generated Chinese fiction?

The best way to humanize AI generated Chinese fiction is through systematic phrase and vocabulary replacement. This skill executes 148 phrase substitutions and 105 vocabulary swaps to remove AI artifacts, ensuring the text reads naturally with authentic human nuance.