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writing-humanizer

Detect AI writing patterns and rewrite text for a natural tone.

132|22|Updated May 24, 2025
Search Tags:#writing#tone#editing#style-guide#humanize#copyediting#ai-writing-patterns
One-click install
npx skills add https://github.com/cyanheads/pubmed-mcp-server --skill writing-humanizer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: writing-humanizer
Source: https://github.com/cyanheads/pubmed-mcp-server/tree/main/.agents/skills/writing-humanizer
Command: npx skills add https://github.com/cyanheads/pubmed-mcp-server --skill writing-humanizer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Editors often struggle with robotic, over-general writing that betrays AI-origin patterns. This skill identifies and removes signs of AI-generated text to make writing sound more natural and human-written.

Core Features & Use Cases

  • Detects common AI writing patterns (overuse of -ing forms, vague attributions, excessive hedging, and promotional language) and rewrites for a natural tone.
  • Preserves meaning while injecting voice, personality, and clarity to improve readability and engagement.
  • Use Case: ideal for polishing articles, reports, or marketing copy to read as if authored by a human expert.

Quick Start

Paste your text and ask the tool to remove AI patterns while preserving the original meaning.

Frequently Asked Questions about writing-humanizer

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

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

To remove AI writing patterns, the tool identifies robotic phrasing like vague attributions and excessive hedging, then rewrites those sections to sound more natural while preserving the original meaning.

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

Common signs of AI writing include overuse of -ing forms, vague attributions, excessive hedging, and promotional language, which make text sound robotic and less natural.

Can I humanize AI-generated marketing copy without changing the meaning?▼

Yes, you can humanize AI-generated marketing copy by detecting promotional language and rewriting sections to inject voice and personality, which preserves meaning while improving readability.

Does this humanization tool work for academic and professional writing?▼

Yes, the humanization process applies to academic, professional, and creative writing workflows, refining reports and articles so they read as if authored by a human expert.

How do I configure the tool to match my specific style guide?▼

You can configure the humanization process by providing a custom pattern library and a style guide, which prompts the tool to rewrite text according to your specific tone and formatting rules.

What is the best way to edit AI-generated reports to sound more natural?▼

The best way to edit AI-generated reports is to paste the text and run a humanization process that detects robotic phrasing, injecting clarity and personality for a natural tone.

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