Content Writing and Polishing Assistant

What Problem It Addresses

Writing often breaks down in two places: scattered material and unstable structure. A user may have only loose notes, links, and ideas, or a draft that reads as repetitive, vague, and stylistically inconsistent. The content writing and polishing assistant targets these Chinese writing scenarios by turning article production into inspectable stages instead of asking a model to generate a long piece in one pass. It fits engineering or content workflows that need blogs, tutorials, product descriptions, case studies, academic or casual texts, and it can also polish existing content at the structure, sentence, and vocabulary levels.

How the Skill Works

The skill follows a Fragments → Beats → Shape workflow. First, it extracts useful fragments from raw material, marking items such as [claim], [data], [case], [metaphor], and [quote], then identifies missing information worth filling in. Next, it builds a beat structure, where each beat is the smallest promised content unit, such as problem → solution → verification, story → conflict → resolution, or why → how → improve. Finally, it shapes the article with an opening hook, connected body sections, and a closing callback, favoring short paragraphs, concrete examples, and actionable summaries. After the first draft, it can refine the result across structure, sentence clarity, word choice, tone, and proofreading, with support for technical, marketing, academic, casual, and Xiaohongshu-style writing.

Boundaries and Caveats

It is well suited to “turn material into an article” and “make an article clearer” tasks, but it should not be treated as a substitute for strict fact checking, legal review, or originality and rights clearance. The source says to preserve the original core information and viewpoints, avoid changing factual accuracy or data, make major restructuring only when requested, remain neutral on controversial topics, and respect copyright and citation norms. If the goal is a quick structured draft, the skill can help; if the goal is publication, human review of data, citations, terminology, and audience tone is still required.