What problem does it solve? AI-generated Chinese text often carries detectable machine-writing traces such as exaggerated significance claims, vague attribution, formulaic triads, filler phrases, and overused connectives. This Skill identifies and rewrites those patterns so the text reads naturally while preserving meaning, tone, and Markdown heading structure. ## Core Features & Use Cases - 24-pattern detection: Scans text across four categories—content, language/grammar, style, and conversational filler—based on Wikipedia's Signs of AI writing guide. - Quality gate scoring: Rates rewrites on a 50-point rubric (directness, rhythm, trust, authenticity, concision) and rejects output below 35 points for rework. - WeChat article pipeline integration: Reads 03-draft.md and writes 04-humanized.md as Step 4 of the wechat-mp-topic-to-article workflow, with rules protecting hooks, conflict, and author voice in traffic-driven articles. - Use Case: Paste an AI-drafted WeChat article full of phrases like "此外" and "至关重要"; the Skill rewrites it with concrete details, varied sentence rhythm, and natural voice while keeping all headings intact. ## Quick Start Ask the assistant to humanize your pasted Chinese article text so it reads naturally and removes AI writing traces.
