Chinese AI-Writing Trace Removal Assistant

What It Solves

When AI-generated Chinese copy feels artificial, the issue is often not typos but over-complete sentences, flat tone, repeated logical connectors, heavy marketing phrasing, and a lack of the natural choices a real writer makes. This skill helps content teams turn AI drafts into publication-ready Chinese that reads more human-like, without merely swapping synonyms.

How It Works

It takes the target text plus context such as goal, audience, platform, tone, and brand constraints, then focuses on three outputs:
- AI-writing trace diagnosis: flags templated phrases, over-explanation, empty adjectives, and unnatural transitions.
- Naturalized rewrite: produces a usable version at quick cleanup, standard rewrite, or deep rewrite depth.
- Problem snippet explanation: notes why specific passages changed, supporting review and follow-up editing.

Input can be pasted materialText, an accessible materialUrl, or manuscript files such as docx, pdf, md, and txt. Parameters like targetPlatform, tonePreference, and brandRequirements help preserve facts, banned terms, compliance boundaries, and platform style.

Where To Use It

It is best for polishing Chinese content after a draft exists, especially for marketing copy, product documentation, social posts, and blog articles. If goals, audience, or constraints are missing, the output may be generic. For legally sensitive claims, brand promises, or high-stakes compliance, final copy should still be reviewed by a human.