humanizer

Detect and correct AI-generated writing patterns while preserving original meaning and tone.

1|Updated Mar 25, 2026
One-click install
npx skills add https://github.com/12valor/LLM-SKills --skill humanizer-12valor
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/12valor/LLM-SKills/tree/main/humanizer
Command: npx skills add https://github.com/12valor/LLM-SKills --skill humanizer-12valor

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill removes signs of AI-generated writing, transforming text into a natural, human-written style.

Core Features & Use Cases

  • AI Pattern Detection and Correction: Identifies and fixes AI-generated patterns like inflated symbolism, promotional language, and excessive conjunctive phrases.
  • Voice and Tone Preservation: Ensures the writing maintains the intended tone, whether formal, casual, or technical.
  • Personalization: Adds human touch to writing by incorporating opinions, acknowledgment of complexity, and first-person perspective.

Quick Start

Apply the humanizer to the provided text to enhance its readability and naturalness.

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, you need to detect artificial patterns like inflated symbolism and promotional language, then correct them while preserving the original tone. This process modifies prose to resemble natural human writing.

What are common AI writing patterns to fix for better text analysis?

Common AI writing patterns include inflated symbolism, promotional language, and excessive conjunctive phrases. Identifying and correcting these patterns through natural language processing helps transform robotic outputs into engaging, human-written prose.

Can I humanize text without changing the original formal or technical tone?

Yes, you can humanize text without changing the original tone. The correction process focuses on voice and tone preservation, ensuring the writing maintains its intended formal, casual, or technical style while adding a human touch.

Does text correction for AI detection require specific natural language processing dependencies?

Text correction for AI detection requires specific natural language processing dependencies, specifically NLTK and TextBlob. These libraries provide the foundational text analysis and processing capabilities needed to identify and modify AI-generated patterns.

How do I add a human touch to technical writing without losing accuracy?

To add a human touch to technical writing, incorporate first-person perspectives, acknowledge complexity, and introduce natural opinions. This personalization enhances readability and naturalness while preserving the original meaning and technical accuracy.