paper-humanizer

Detect and refine AI signatures in Chinese and English academic texts.

103|8|Updated Jan 19, 2026
One-click install
npx skills add https://github.com/crabin/paper-humanizer-skill --skill paper-humanizer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: paper-humanizer
Source: https://github.com/crabin/paper-humanizer-skill/tree/main
Command: npx skills add https://github.com/crabin/paper-humanizer-skill --skill paper-humanizer

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps researchers and writers automatically identify and eliminate AI-like patterns in academic texts, improving readability and scholarly tone while ensuring factual accuracy.

Core Features & Use Cases

  • AI Pattern Detection: Analyzes academic drafts to highlight common AI-generated phrasing and redundant template expressions.
  • Text Refinement: Rephrases and structures sentences to sound more natural and polished, suitable for journals and presentations.
  • Use Case: Researchers revise drafts to remove typical AI signatures such as overused phrases and vague expressions, enhancing publication quality.

Quick Start

Provide your Chinese or English academic text as input to automatically receive a cleaned, more natural version of your writing.

Frequently Asked Questions about paper-humanizer

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

FAQPage Schema
How do I remove AI patterns from academic writing to sound more natural?

To remove AI patterns from academic writing, this Skill detects typical AI-generated phrasing and template expressions, then rephrases your text to enhance clarity and ensure a natural, scholarly tone.

Can I polish research papers in both Chinese and English?

Yes, you can polish research papers in both Chinese and English. The Skill requires language detection to analyze and rephrase academic texts naturally, adhering to strict factualiveness and terminology standards for both languages.

How does academic text refinement handle factual accuracy during rephrasing?

Academic text refinement handles factual accuracy by adhering to strict factualiveness standards. The Skill detects AI signatures and rephrases sentences to enhance clarity without altering the underlying facts or domain-specific terminology.

What is the best way to eliminate AI signatures in research paper drafts?

The best way to eliminate AI signatures in research paper drafts is to run your text through an AI pattern detection and natural language rephrasing process. This highlights vague expressions and overused templates, restructuring them for publication quality.

Does this text polishing Skill require any specific formatting or dependencies?

No specific formatting or dependencies are required for text polishing. You simply provide your Chinese or English academic text as input to automatically receive a cleaned, more natural version of your writing.

When should I not use AI pattern removal for academic writing?

You should not use AI pattern removal when your text lacks clear factual anchors or relies heavily on domain-specific terminology that cannot be altered, as the rephrasing process strictly preserves original facts and specialized terms.