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tool-humanizer

Detect AI-generated text patterns and rewrite text for naturalness.

20|15|Updated May 7, 2026
Search Tags:#text analysis#content quality#natural language processing#text rewriting#AI detection
One-click install
npx skills add https://github.com/iamasters-academy/iamasters-os --skill tool-humanizer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: tool-humanizer
Source: https://github.com/iamasters-academy/iamasters-os/tree/main/.claude/skills/tools/tool-humanizer
Command: npx skills add https://github.com/iamasters-academy/iamasters-os --skill tool-humanizer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires nltk, textblob, re, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill removes AI-generated text patterns, ensuring high-quality, human-like text output.

Core Features & Use Cases

  • Pattern Detection: Detects and eliminates typical AI writing patterns in any text.
  • Score and Rewrite: Provides a score (0-10) and suggests rewrites to humanize the text.
  • Quality Gate: Used by marketing skills to ensure content quality before delivery.

Quick Start

Use the tool-humanizer skill to humanize the following text: "AI-generated text content."

Frequently Asked Questions about tool-humanizer

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

FAQPage Schema
How do I detect AI generated text patterns for content quality control?▼

To detect AI generated text, this skill analyzes structural, lexical, and stylistic cues using natural language processing. It scores the text from 0-10 to flag typical AI writing patterns, ensuring your marketing materials meet quality standards before delivery.

How do I rewrite AI text to improve readability and naturalness?▼

You can rewrite AI text by applying built-in rewrite rules that target detected AI patterns. The skill leverages natural language processing to suggest rewrites, transforming machine-generated content into natural, human-like text output.

Can I use NLTK and TextBlob for AI detection in marketing materials?▼

Yes, this skill uses NLTK and TextBlob dependencies to process text analysis and natural language processing. These libraries provide the foundational text parsing required to detect AI writing patterns and score content quality for marketing materials.

What is the best way to humanize AI-generated content before delivery?▼

The best way to humanize AI-generated content is using a quality gate skill that identifies unnatural text patterns. It scores the content and applies rewrite rules, ensuring high-quality, human-like text output for marketing materials before delivery.

Does this text rewriting skill work as an automated quality gate?▼

Yes, it functions effectively as a quality gate for marketing skills. By scoring text from 0-10 and detecting structural and stylistic AI patterns, it ensures content quality is verified and rewritten before final delivery.

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