humanize-chinese

Installation
SKILL.md

Humanize Chinese

Use this skill when you need to detect AI-like Chinese writing, rewrite it to feel less synthetic, reduce AIGC signals in academic prose, or convert the text into a more specific Chinese writing style.

When to Use

  • Use when the user says 去AI味, 降AIGC, 去除AI痕迹, 让文字更自然, 改成人话, or 降低AI率
  • Use when the user wants a Chinese text checked for AI-writing patterns or suspicious phrasing
  • Use when the user wants academic-paper-specific AIGC reduction for CNKI, VIP, or Wanfang-style checks
  • Use when the user wants Chinese text rewritten into a different style such as zhihu, xiaohongshu, wechat, weibo, literary, or academic

Core Workflow

1. Detect Before Rewriting

Treat these as style observations, not proof of AI authorship or a reliable AIGC percentage. Do not promise to pass CNKI/VIP/Wanfang detection or alter disclosure obligations. Preserve the actual research claim: changing 研究表明 to 前人研究发现 can change who conducted the study and requires source evidence.

Start by identifying the most obvious AI markers instead of rewriting blindly:

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First Seen
Apr 19, 2026