speak-human-tw

Detect and remove AI writing patterns and mainland Chinese terms from Traditional Chinese text.

763|87|Updated Jul 8, 2026
One-click install
npx skills add https://github.com/Raymondhou0917/speak-human-tw --skill speak-human-tw
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: speak-human-tw
Source: https://github.com/Raymondhou0917/speak-human-tw/tree/main
Command: npx skills add https://github.com/Raymondhou0917/speak-human-tw --skill speak-human-tw

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill identifies and removes common AI-generated writing patterns, Chinese-to-Taiwanese localization errors, and unnatural phrasing from your content, ensuring your writing sounds like a real person.

Core Features & Use Cases

  • AI Pattern Detection: Identifies over 38 common AI writing traces, such as excessive filler words, formulaic openings, and robotic conclusions.
  • Localization: Automatically corrects Chinese mainland terminology to standard Traditional Chinese (Taiwan) usage and fixes punctuation.
  • Use Case: Use this Skill to proofread your newsletters, social media posts, or marketing copy before publishing to ensure they resonate with your audience rather than sounding like a machine.

Quick Start

Use the speak-human-tw skill to proofread the attached draft and remove all AI-generated tone.

Frequently Asked Questions about speak-human-tw

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

FAQPage Schema
How do I remove AI-generated tone from Traditional Chinese text?

To remove AI-generated tone from Traditional Chinese text, you can use a proofreading workflow that detects over 38 common AI writing patterns, applies localization to correct mainland Chinese terminology, and preserves original facts during the revision process.

What are common AI writing patterns in Traditional Chinese content?

Common AI writing patterns in Traditional Chinese content include excessive filler words, formulaic openings, robotic conclusions, and mainland Chinese terminology. Identifying these traces helps ensure your marketing copy and professional correspondence sound natural and human-like.

How do I localize mainland Chinese terminology to standard Traditional Chinese usage?

To localize mainland Chinese terminology to standard Traditional Chinese (Taiwan) usage, you need a proofreading process that automatically corrects regional vocabulary differences and fixes punctuation to ensure the content resonates with a Taiwanese audience.

Can I use this proofreading workflow for marketing copy and newsletters?

Yes, you can use this proofreading workflow for marketing copy, newsletters, and social media posts. It processes your drafts to identify and remove unnatural phrasing, ensuring your published content sounds like a real person wrote it.

Does the AI pattern detection process preserve the original facts of my draft?

Yes, the AI pattern detection process includes a fact-preservation check. While identifying and removing unnatural writing patterns and localizing terminology, the workflow requires adherence to steps that ensure your original content's facts remain intact.

What is the best way to proofread AI-generated content for a Taiwanese audience?

The best way to proofread AI-generated content for a Taiwanese audience is to follow a multi-step workflow that includes AI pattern detection, localization of mainland Chinese terms to Traditional Chinese (Taiwan), and a final fact-preservation check to ensure a natural tone.