humanizer

Rewrite AI-generated text to sound natural and human-written.

16|2|Updated Nov 9, 2025
One-click install
npx skills add https://github.com/maroffo/claude-forge --skill humanizer-maroffo
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/maroffo/claude-forge/tree/main/skills/humanizer
Command: npx skills add https://github.com/maroffo/claude-forge --skill humanizer-maroffo

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill removes the tell-tale signs of AI-generated writing, making text sound more natural, engaging, and human-written.

Core Features & Use Cases

  • AI Pattern Detection: Identifies and flags common AI writing artifacts like inflated significance, promotional language, and repetitive sentence structures.
  • Natural Rewriting: Rephrases problematic sections to inject personality, vary sentence rhythm, and convey genuine voice.
  • Use Case: You've received a draft report that sounds a bit too polished and generic. Use this Skill to refine the language, add a more authentic tone, and ensure it resonates with human readers.

Quick Start

Apply the humanizer skill to the provided text to make it sound more natural.

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 natural, this Skill identifies and removes specific linguistic patterns like inflated significance and promotional language. It rewrites problematic sections to inject personality, vary sentence rhythm, and preserve the original meaning.

What are common AI writing patterns that make text sound robotic?

Common AI writing patterns include inflated significance, promotional language, superficial analysis, vague attributions, and repetitive sentence structures. This Skill detects these specific artifacts and rephrases them to convey a more genuine, human-written voice.

How do I remove promotional language and vague attributions from AI drafts?

Removing promotional language and vague attributions from AI drafts involves flagging these specific linguistic patterns for precise editing. This Skill utilizes a comprehensive catalog of such patterns to rewrite sections and ensure the text sounds authentically human.

Can I refine AI text to improve style without changing the original meaning?

Yes, you can refine AI text style without losing meaning. This Skill performs precise editing and rewriting to address AI-specific vocabulary and superficial analysis, preserving your original message while injecting personality and varying sentence structure.

Does this text humanization approach work on generic AI draft reports?

Yes, this text humanization approach works effectively on generic AI draft reports. It refines overly polished language by targeting AI-specific vocabulary and repetitive structures, adding an authentic tone that resonates better with human readers.

Are there limitations to using automated text editing for AI humanization?

Automated text editing for AI humanization focuses specifically on removing known AI linguistic patterns and injecting personality. It is limited to style improvement and natural rewriting, relying on a predefined catalog of linguistic artifacts rather than deep contextual analysis.