Chinese Content Humanizer
Transforms synthetic, AI-generated Chinese text into natural, human-like prose across academic, social media, and professional styles.
This skill provides a specialized workflow for detecting and refining AI-written Chinese text, effectively removing the 'AI flavor' often found in large language model outputs. It identifies rigid sentence structures, mechanical connectors, and repetitive rhythms to deliver more authentic writing. Whether you need to reduce AIGC signals for academic submissions or adapt content for specific platforms like Zhihu and Xiaohongshu, this skill ensures your text maintains its original meaning while sounding naturally written by a native speaker.
Características Principales
01Preserves factual integrity while varying sentence cadence and rhythm
02Targeted rewrite workflow to avoid unnecessary total regeneration
03Detects obvious AI markers and repetitive phrasing in Chinese text
04Converts writing styles for platforms like Zhihu, Xiaohongshu, and WeChat
05Reduces AIGC detection signals for academic papers and reports
06128 GitHub stars
Casos de Uso
01Adapting professional reports into engaging, natural-sounding social media content
02Improving the flow and readability of machine-translated Chinese documentation
03Refining AI-generated academic drafts to pass CNKI or VIP AIGC detection