humanizer-academic-zh

This Skill polishes Chinese academic papers by identifying and eliminating AI-generated patterns to lower AI-detection signals. It removes template-based and mechanical expressions while preserving the original meaning, terminology, and argumentation logic.

The Skill enforces consistent terminology and maintains structure and references while polishing Chinese academic papers. It avoids over-editing and removes empty or mechanical expressions to improve naturalness and readability for journal submissions.

The Skill supports Chinese-language manuscripts in academic contexts, including both theses and journal articles. It processes text at both paragraph and sentence levels, allowing you to polish entire manuscripts or targeted sections as needed.

The best way to improve readability and academic tone is to remove template-based, empty, and mechanical expressions while adhering to a formal academic style. This Skill polishes text to ensure a natural, fluent academic tone that preserves the original meaning.

No, AI manuscript editing with this Skill does not change the original meaning and argumentation logic. It explicitly preserves the original meaning, argumentation logic, and references while focusing solely on removing AI-generated patterns and improving text flow.

You should avoid automated academic paper polishing when your text requires structural changes or new argumentation. The Skill avoids over-editing and strictly maintains existing structure and references, making it suitable only for expression refinement and AI-pattern removal.