Enhanced Chinese AI Humanizer

Why It Helps

Chinese technical posts, product copy, and documentation often develop a polished but generic AI tone: neat syntax, stacked terms, and cautious phrasing that lacks stance. Simple rewrites can erase the original intent. This skill turns “removing AI traces” into a reviewable workflow.

How It Works

• Voice calibration: if a style sample is provided, it extracts tone, sentence length, person, and terminology density as the rewrite baseline.
• Pattern detection: it scans text against the 27 AI writing patterns in humanizer-guide, including vague claims, pseudo-logic, over-listing, and hedged phrasing.
• Targeted rewriting: it revises only flagged fragments, preserving core meaning and replacing template-like wording with concrete, verifiable statements.
• Anti-AI self-check: before final output, it checks for residual formulaic sentences, over-explanation, and monotonous rhythm, then revises again.
• Quality scoring: it evaluates naturalness, accuracy, and style consistency on a 50-point scale across five dimensions.

Scope and Caveats

It is best for Chinese long-form copy, documentation, marketing text, and technical blogs. It does not replace specialized editing for strict terminology translation, legal compliance, or very short slogans. The clearer the style sample, the more stable the output.