ai-writing-humanizer

Detect and revise AI-generated writing patterns while preserving meaning.

Updated Nov 18, 2025
One-click install
npx skills add https://github.com/cajias/claude-skills --skill ai-writing-humanizer-cajias
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ai-writing-humanizer
Source: https://github.com/cajias/claude-skills/tree/main/plugins/ai-writing/skills/ai-writing-humanizer
Command: npx skills add https://github.com/cajias/claude-skills --skill ai-writing-humanizer-cajias

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps you remove the obvious patterns, filler, and repetitive phrasing that make text sound AI-generated, while preserving meaning and intent.

Core Features & Use Cases

  • AI-writing detection: Scans text for common AI tells such as buzzwords, inflated symbolism, editorializing, and chatbot artifacts.
  • Iterative humanization workflow: Revises the text, reviews the result, and loops until the writing is clean and natural.
  • Safety and quality checks: Protects meaning, surfaces unresolved issues, and avoids overwriting the original input.
  • Use Case: Use it when a blog post, document, or response sounds too polished, generic, or robotic and needs a more human voice.

Quick Start

Ask the skill to humanize a specific file or pasted text and confirm that you want it to run the full review-and-rewrite workflow.

Frequently Asked Questions about ai-writing-humanizer

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

FAQPage Schema
How do I make AI writing sound more human and natural?

To make AI writing sound more human, you need to remove robotic patterns, buzzwords, and filler phrases while preserving the original meaning. This requires an iterative workflow of revising and reviewing the text until it sounds naturally conversational.

What are common AI writing patterns and how do I remove them?

Common AI writing patterns include chatbot artifacts, inflated symbolism, editorializing, and buzzwords. You remove them by scanning the text for these tells and applying iterative revisions that clean up the phrasing without overwriting your original intent.

Can I humanize AI-generated blog posts without changing the meaning?

Yes, you can humanize AI-generated blog posts without changing the meaning by using safety checks during the rewrite process. These checks protect the original message, surface unresolved issues, and ensure the text only loses its generic, promotional tone.

Does the humanization process work for technical explanations and conversational drafts?

The humanization process works effectively for technical explanations and conversational drafts. It targets over-edited and robotic sounding text across various document types, applying review and rewrite loops to eliminate detectable AI tells.

What is the best way to clean up chatbot artifacts in a document?

The best way to clean up chatbot artifacts in a document is through an iterative humanization workflow. This involves detecting the artifacts, revising the text to remove them, and reviewing the result until the writing is clean and natural.

Are there limitations to automated style cleanup for AI content?

A limitation of style cleanup for AI content is that unresolved issues may surface during the process. You should review the final output carefully because the workflow avoids overwriting the original input, meaning some deeply embedded AI tells might require manual adjustment.