Humanizer Academic Zh

This tackles a specific problem: Chinese academic writing that sounds like it came from ChatGPT. It scans for telltale patterns like overused phrases ("深刻揭示了", "至关重要的"), mechanical three-part structures, excessive hedging, and that formulaic "依据XX理论" opening style. The skill rewrites text to match how actual scholars write, keeping terminology consistent, varying sentence rhythm, and cutting the fluff without stripping out genuine academic precision. It's calibrated for thesis-level formality and knows the difference between necessary qualifiers and AI padding. If you're dealing with Chinese research papers that need to pass both human readers and AIGC detectors, this is built exactly for that.