Stop Slop 中文版

Remove robotic AI writing patterns from Chinese prose with four-layer validation.

41|1|Updated May 26, 2026
One-click install
npx skills add https://github.com/pencil20388-eng/stop-slop-zh --skill stop-slop-pencil20388-eng
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Stop Slop 中文版
Source: https://github.com/pencil20388-eng/stop-slop-zh/tree/main
Command: npx skills add https://github.com/pencil20388-eng/stop-slop-zh --skill stop-slop-pencil20388-eng

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill solves the issue of "AI-flavored" Chinese writing, characterized by robotic connectors, textbook structures, and unnatural phrasing that makes content feel machine-generated rather than human-written.

Core Features & Use Cases

  • Hard Rule Enforcement: Automatically detects and removes filler phrases, AI-favored punctuation (colons, em-dashes), and rigid numbered structures.
  • Style Optimization: Injects colloquial Chinese expressions to improve flow, rhythm, and authenticity.
  • Quality Assurance: Runs a 4-layer quality check (Hard Rules, Style, Content, Human-feel) to provide a structured QA report for every piece of content.

Quick Start

Use the stop-slop-zh skill to rewrite the provided text and run a four-layer quality check to ensure it sounds like a human.

Frequently Asked Questions about Stop Slop 中文版

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

FAQPage Schema
How do I remove AI writing patterns from Chinese prose?▼

To remove AI writing patterns from Chinese prose, apply strict stylistic rules that scan for filler phrases, AI-favored punctuation, and rigid structures, then inject colloquial expressions to restore a natural, human-like tone.

What makes Chinese content sound like it was generated by AI?▼

Chinese content sounds AI-generated due to robotic connectors, textbook structures, and unnatural phrasing, often relying on em-dashes, colons, and rigid numbered lists instead of natural human flow.

How do I check if my Chinese copywriting passes AI detection for human feel?▼

Check Chinese copywriting for human feel by running a four-layer quality validation system that scans hard rules, style consistency, content quality, and human tone to generate a structured QA report.

Can I use automated quality assurance for professional Chinese communications?▼

Yes, you can use automated quality assurance for professional Chinese communications by enforcing hard rules and style optimization to ensure articles and reports maintain a natural, human-like tone.

What is the best way to optimize AI-generated Chinese articles for style and rhythm?▼

The best way to optimize AI-generated Chinese articles is to inject colloquial expressions and enforce strict stylistic rules, improving flow and rhythm while eliminating machine-generated phrasing.