writing-anti-ai

Detect and correct AI writing patterns in English and Chinese prose.

21|4|Updated Mar 14, 2026
One-click install
npx skills add https://github.com/HaipingXu/social-science-claude-scholar --skill writing-anti-ai-haipingxu
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: writing-anti-ai
Source: https://github.com/HaipingXu/social-science-claude-scholar/tree/main/skills/writing-anti-ai
Command: npx skills add https://github.com/HaipingXu/social-science-claude-scholar --skill writing-anti-ai-haipingxu

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) and examples (resource) components.

What problem does it solve?

This Skill helps you eliminate robotic or AI-generated writing patterns from your text, making it sound more natural, human, and authentic.

Core Features & Use Cases

  • AI Pattern Detection: Identifies and flags common AI writing traits like inflated symbolism, promotional language, vague attributions, and formulaic structures.
  • Text Rewriting: Offers suggestions and rewrites to replace AI-isms with more natural phrasing.
  • Language Support: Works for both English and Chinese text.
  • Use Case: You've used an AI to draft an important email or a section of your academic paper. Use this Skill to review and refine the text, ensuring it sounds like it was written by a human.

Quick Start

Use the writing-anti-ai skill to humanize the following English text: "The new software update serves as a testament to the company's commitment to innovation."

Frequently Asked Questions about writing-anti-ai

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

FAQPage Schema
How do I remove AI writing patterns from my text?

Use this Skill to detect and rewrite AI writing patterns like inflated symbolism, promotional language, and vague attributions, replacing them with natural human phrasing for academic and professional text.

What are common signs of AI writing I should look for?

Common signs of AI writing include inflated symbolism, promotional language, vague attributions, AI vocabulary, negative parallelisms, and excessive conjunctive phrases, which this Skill identifies and rewrites.

Can I humanize AI-generated text in both English and Chinese?

Yes, you can humanize AI-generated text in both English and Chinese, as this Skill detects and corrects robotic writing patterns across both languages to ensure natural, authentic prose.

Does this text humanizer work for academic and professional writing?

Yes, this text humanizer works for academic and professional writing by refining AI-drafted content to eliminate formulaic structures and promotional language, ensuring your text sounds human-written.

What is the best way to fix vague attributions in AI drafts?

The best way to fix vague attributions in AI drafts is to use this Skill to detect such AI writing patterns and apply suggested rewrites that replace them with clear, natural phrasing.

Why does my AI-generated email sound robotic and promotional?

Your AI-generated email sounds robotic because AI models inject promotional language and formulaic structures; this Skill identifies these specific AI patterns and rewrites the text to sound human.