Introduction
This Skill repairs exaggeration, vagueness, formulaic structure, and mechanical rhythm in Chinese prose. It checks for generic summaries, forced contrasts, overly neat parallelism, empty value language, and stiff transitions, then rewrites complete passages without changing facts or responsibility.
Use Cases
It suits WeChat articles, reports, social copy, email, product documentation, and Chinese translations. The workflow can improve one paragraph or align the voice of a long document. Titles, numbers, quotations, links, proper nouns, and technical constraints remain protected, including necessary uncertainty and evidence boundaries.
Template
Provide the Chinese draft, audience, publication context, style to preserve, information that cannot change, and target length. Example: clean up a 2,000-character industry commentary by removing slogans and repeated conclusions while preserving every figure, company name, and cited source.




