ai-speech-detector

Detect formulaic AI language and unnatural patterns in Chinese, English, and mixed-language content.

44|11|Updated Jun 1, 2026
One-click install
npx skills add https://github.com/jiushiwon/wg-skills --skill ai-speech-detector
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ai-speech-detector
Source: https://github.com/jiushiwon/wg-skills/tree/main/ai-speech-detector
Command: npx skills add https://github.com/jiushiwon/wg-skills --skill ai-speech-detector

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill identifies formulaic AI language, repetitive phrasing, exaggerated vocabulary, unnatural structure, and mechanical sentence rhythms that make Chinese, English, or mixed-language content sound machine-generated.

Core Features & Use Cases

  • Multi-Dimensional Detection: Checks opening and closing clichés, repetitive transitions, filler words, short-phrase stacking, English AI vocabulary, structural patterns, formatting habits, and mixed-language expressions.
  • Scored Analysis and Domain Adaptation: Produces a 0–100% AI-style index with severity ratings, rhythm analysis, burstiness indicators, and specialized rules for academic, social media, e-commerce, technical, and official writing.
  • Revision and Style Support: Provides prioritized fixes, complete rewritten versions, Before/After comparisons, voice calibration from a writing sample, and style training from one to three samples.
  • Use Case: Review a technical blog post or social media draft, identify the phrases and structural habits that make it sound AI-generated, and receive a natural rewrite aligned with the intended domain or the user's personal writing style.

Quick Start

Ask the ai-speech-detector skill to analyze the provided article for AI-like language, calculate its AI-style index, and produce a natural revised version.

Frequently Asked Questions about ai-speech-detector

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

FAQPage Schema
How do I detect AI-written patterns and make my content sound human?

To detect AI-written patterns, analyze text for formulaic language, repetitive transitions, and mechanical rhythm. This skill evaluates multidimensional phrases, calculates a 0–100% AI-style index, and provides a complete natural rewrite with Before/After comparisons.

What is the best way to check Chinese and English mixed-language content for AI writing?

Checking mixed-language content for AI writing requires analyzing mixed-language expressions, English AI vocabulary, and structural patterns. The tool applies specialized detection rules to evaluate unnatural phrasing across both Chinese and English contexts simultaneously.

How do I calculate an AI-style index and fix repetitive phrasing in my article?

To calculate an AI-style index and fix repetitive phrasing, the analysis scores content from 0–100% based on severity ratings and burstiness indicators. It then provides prioritized corrections to resolve filler words and structural clichés.

Does AI writing detection work for domain-specific text like academic papers or e-commerce copy?

AI writing detection works for domain-specific text by applying specialized rules for academic, e-commerce, technical blogs, and social media moderation. It adapts multidimensional phrase and structure analysis to fit the intended writing domain.

Can I calibrate the rewritten text to match my personal writing style?

You can calibrate rewritten text to match your personal writing style through voice calibration using a writing sample. The skill also supports style training from one to three samples to align the natural rewrite with your voice.

What are the limitations of AI writing detection for official reports and resumes?

AI writing detection for official reports and resumes may identify structural patterns and formatting habits accurately, but it requires domain adaptation to avoid flagging standard professional phrasing as unnatural AI writing.