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 repeated verbs and noun phrases - swap abstract summaries for concrete observations where possible ...