humanize

Detect and remove AI-generated writing patterns from text.

Updated Oct 26, 2025

Search Tags:#text editing #AI detection #text normalization #content enhancement #language processing

Ready to run

npx skills add https://github.com/currentsuspect/currentsuspect --skill humanize-currentsuspect

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: humanize
Source: https://github.com/currentsuspect/currentsuspect/tree/main/skills/humanize
Command: npx skills add https://github.com/currentsuspect/currentsuspect --skill humanize-currentsuspect

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill removes AI writing patterns, making text sound more natural and human-written.

Core Features & Use Cases

Pattern Detection: Identifies AI-generated writing patterns such as inflated symbolism, promotional language, and overuse of em dashes.
Rewriting: Offers natural alternatives to problematic sections while preserving meaning and tone.
Use Case: Ideal for editing, reviewing, or rewriting text to enhance readability and authenticity.

Quick Start

Humanize the text from the attached file 'ai_text.md'.

Frequently Asked Questions about humanize

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

FAQPage Schema

How do I remove AI detection patterns from generated text?▼

To remove AI detection patterns from generated text, this Skill identifies artificial writing characteristics like inflated symbolism, promotional language, and em dash overuse. It provides natural alternatives to restore human readability and authenticity.

What are common AI-generated writing patterns to look for in content editing?▼

Common AI-generated writing patterns include inflated symbolism, promotional language, and overuse of em dashes. This Skill detects these artificial characteristics during content editing and offers natural alternatives while preserving meaning and tone.

Can I rewrite text to enhance readability without losing the original meaning?▼

Yes, you can rewrite text to enhance readability without losing the original meaning. This Skill provides natural alternatives to problematic AI-generated sections while preserving the original meaning and tone throughout the content enhancement process.

Does this text normalization approach work with attached markdown files?▼

Yes, this text normalization approach works with attached markdown files. You can provide an attached file containing the AI text, and the Skill will process the natural language to identify and correct artificial writing characteristics for review workflows.

What's the best way to humanize AI content for review workflows?▼

The best way to humanize AI content for review workflows is to use natural language processing techniques to identify and correct artificial writing patterns. This approach detects promotional language and inflated symbolism, offering natural alternatives for enhanced authenticity.