humanizer

Detect and correct AI writing patterns in text.

Updated Jun 12, 2026

Search Tags:#text analysis #text refinement #voice calibration #writing enhancement #AI correction

Ready to run

npx skills add https://github.com/flowel/AiSkills --skill humanizer-flowel

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/flowel/AiSkills/tree/main/skills/codex/humanizer
Command: npx skills add https://github.com/flowel/AiSkills --skill humanizer-flowel

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires sklearn, nltk, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill refines text generated by AI to remove signs of machine-origin, resulting in more natural-sounding human writing.

Core Features & Use Cases

Pattern Detection: Identifies and corrects AI writing patterns like significance inflation, promotional language, and artificial analyses.
Voice Calibration: Optionally adapts the rewrite to match the user's writing style based on provided samples.
Use Case: Utilize this Skill when reviewing or editing text, especially AI-generated content, to improve its readability and professionalism.

Quick Start

To humanize a block of text, use the command: /humanizer followed by the text you wish to refine.

Frequently Asked Questions about humanizer

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

FAQPage Schema

How do I refine AI-generated text to sound more natural?▼

To refine AI-generated text and make it sound more natural, you can use text refinement techniques that identify and correct patterns like significance inflation and promotional language. This process adjusts artificial phrasing into natural language flow.

Can I calibrate AI text to match my own writing style?▼

Yes, you can calibrate AI text to match your writing style by providing text samples. The Skill optionally adapts the rewrite to match the user's voice based on those provided samples.

What AI writing patterns does text refinement correct?▼

Text refinement corrects AI writing patterns including significance inflation, promotional language, and artificial analyses. These corrections remove signs of machine-origin to improve readability and professionalism.

Does this text analysis tool require manual editing?▼

No, this text analysis tool employs natural language processing techniques without manual intervention. It automatically identifies and corrects AI-origin patterns to produce natural-sounding human writing.

When do I need to humanize AI-generated content?▼

You need to humanize AI-generated content during text editing and review workflows where readability and natural language flow are prioritized. It is specifically designed for improving text generated by AI.

Do I need nltk and sklearn to correct AI writing patterns?▼

Yes, the Skill requires nltk and sklearn dependencies to perform natural language processing and text analysis. These libraries enable the pattern detection and voice calibration features.