humanize-chinese

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

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

• rigid first/second/finally structures
• mechanical connectors such as 综上所述, 值得注意的是, 由此可见
• abstract grandiose wording with low information density
• repeated sentence rhythm and paragraph length
• academic prose that sounds too complete, too certain, or too template-driven

If the user provides a short sample, call out the suspicious phrases directly before rewriting.

2. Rewrite in the Smallest Useful Pass

Prefer targeted rewrites over total regeneration:

• remove formulaic connectors rather than paraphrasing every sentence
• vary sentence length and paragraph rhythm
• replace