de-AI-writing

Remove AI markers and structural templates from Chinese text.

Updated Jun 26, 2026

Search Tags:#writing #editing #style #natural language #chinese #proofreading

Ready to run

npx skills add https://github.com/Smith-106/niko-buddy --skill de-ai-writing-smith-106

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: de-AI-writing
Source: https://github.com/Smith-106/niko-buddy/tree/main/skills/de-ai-writing
Command: npx skills add https://github.com/Smith-106/niko-buddy --skill de-ai-writing-smith-106

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill removes the robotic, template-heavy, and overly structured "AI flavor" from Chinese text, ensuring your writing sounds natural, professional, and human-authored while preserving your original intent and style.

Core Features & Use Cases

AI Trace Detection: Identifies and removes common LLM markers like excessive signposting,讲义腔 (lecture-style tone), and repetitive structural templates.
Style Preservation: Refines text without imposing unwanted literary or archaic styles, keeping the original modern vernacular intact.
Use Case: If you have a draft that feels like a generic AI response, use this Skill to strip away the "AI-isms" and make the text sound like it was written by a human expert.

Quick Start

Apply the de-ai-writing skill to the current document to remove AI traces and improve the natural flow of the text.

Frequently Asked Questions about de-AI-writing

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I remove AI traces from Chinese writing to make it sound natural?▼

Removing AI traces from Chinese writing involves identifying and eliminating template-heavy structures and lecture-style phrasing, then refining the text to restore natural human expression while preserving original semantic density and modern vernacular style.

What are common AI writing markers in Chinese text that need proofreading?▼

Common AI writing markers in Chinese text include excessive signposting, lecture-style tone (讲义腔), and repetitive structural templates. Proofreading targets these robotic patterns to restore natural, human-authored stylistic fidelity without imposing unwanted archaic styles.

Can I edit AI-generated Chinese content without changing the original meaning?▼

Yes, editing AI-generated Chinese content without losing original meaning is possible by applying style preservation techniques. This refines the text to remove robotic templates while maintaining original intent and semantic density, keeping the modern vernacular intact.

What is the best way to fix lecture-style tone in Chinese translation drafts?▼

The best way to fix lecture-style tone in Chinese translation drafts is to use targeted editing that removes artificial intelligence markers and structural templates, restoring natural human expression suitable for professional writing and translation tasks requiring high stylistic fidelity.

Does removing AI structural templates affect the professional style of my document?▼

Removing AI structural templates does not negatively affect your document's professional style. The process explicitly preserves the original modern vernacular and professional tone, avoiding the imposition of unwanted literary or archaic styles while eliminating robotic phrasing.