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humanizer

Detect and correct AI-generated writing patterns in text.

Updated Jul 8, 2026
Search Tags:#natural language processing#text editing#writing enhancement#AI text correction#AI-generated content
One-click install
npx skills add https://github.com/salemaziel/digital-innovation-agents --skill humanizer-salemaziel
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/salemaziel/digital-innovation-agents/tree/main/skills/humanizer
Command: npx skills add https://github.com/salemaziel/digital-innovation-agents --skill humanizer-salemaziel

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill addresses the challenge of AI-generated text that lacks a human touch, by identifying and correcting AI patterns to make writing sound more natural and engaging.

Core Features & Use Cases

  • AI Pattern Detection: Identifies and corrects AI-generated writing patterns such as overuse of symbolism, promotional language, and passive voice.
  • Voice Calibration: Matches the rewrite to the user's writing style, if a sample is provided, or defaults to a natural, varied voice.
  • Content Enhancement: Adds personality and complexity to the text, avoiding the pitfalls of soulless writing.
  • Use Case: Use this Skill to review and edit AI-generated articles, reports, or social media content, improving their readability and engagement.

Quick Start

Humanize the following text: "The company's product is a revolutionary new solution to [insert context here]."

Frequently Asked Questions about humanizer

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

FAQPage Schema
How do I make AI-generated text sound more natural and human?▼

To make AI-generated text sound more natural, the Skill identifies and corrects AI writing patterns like passive voice and promotional language, enhancing overall readability and engagement. It applies natural language processing to revitalize the text.

Can I match the rewritten text to my own writing style?▼

Yes, you can match the rewritten text to your writing style by providing a writing sample. The Skill uses voice calibration to match the rewrite to your sample, or defaults to a natural, varied voice if no sample is provided.

What types of content can I edit for AI patterns?▼

You can edit a wide range of content types for AI patterns, including articles, reports, and social media posts. The Skill applies text transformation to improve readability and naturalness across these various formats.

Do I need Python libraries to correct AI-generated text?▼

Yes, you need Python libraries to correct AI-generated text, specifically nltk, spacy, and textblob. These dependencies are required for the text analysis and transformation processes that identify and fix AI writing patterns.

What are common AI writing patterns to look for when editing text?▼

Common AI writing patterns to look for include the overuse of symbolism, promotional language, and passive voice. The Skill detects these specific patterns to add personality and complexity, avoiding the pitfalls of soulless writing.

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