humanizer

Rewrite AI-generated text by detecting and fixing 26 common AI writing patterns.

Updated Jan 28, 2026

Search Tags:#writing style #editing #ai writing #content refinement #natural language #humanize text

Ready to run

npx skills add https://github.com/scanady/forge-agents --skill humanizer-scanady

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/scanady/forge-agents/tree/main/skills/humanizer
Command: npx skills add https://github.com/scanady/forge-agents --skill humanizer-scanady

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and 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-like.

Core Features & Use Cases

AI Pattern Detection: Identifies and flags common AI writing artifacts like promotional language, filler phrases, and overly formal structures.
Natural Language Rewriting: Rephrases content to incorporate a more authentic voice, varied sentence structure, and genuine human expression.
Use Case: You've used an AI to draft a blog post, but it sounds robotic and generic. Use this Skill to refine the draft, injecting personality and making it indistinguishable from human writing.

Quick Start

Use the humanizer skill to rewrite the following text to sound more human: [paste your text 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 text sound natural, the humanizer skill rewrites content by detecting and fixing 26 common AI writing patterns like promotional language, filler, and sycophancy. It applies stylistic and grammatical corrections to improve voice and authenticity.

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

Common AI writing patterns include inflated significance, promotional language, -ing phrases, AI vocabulary, sycophancy, hedging, em dashes, rule of three, transition overuse, and chatbot artifacts. The humanizer skill analyzes text against a catalog of these specific patterns to flag and correct them.

Can I use this to refine a blog post draft that sounds too generic?▼

Yes, you can refine a generic blog post draft by using the humanizer skill to rewrite the text. It rephrases content to incorporate an authentic voice, varied sentence structure, and genuine human expression, making AI drafts indistinguishable from human writing.

What's the best way to remove chatbot artifacts and AI vocabulary from my writing?▼

The best way to remove chatbot artifacts and AI vocabulary is using the humanizer skill, which specifically targets these issues through natural language rewriting. It analyzes your text against a catalog of AI patterns and applies corrections to improve authenticity.

Does the humanizer skill work with any text format or require specific input?▼

The humanizer skill operates on text directly, requiring no specific file formats or dependencies. You simply paste your AI-generated text into the prompt, and it analyzes the content against a pattern catalog to apply stylistic and grammatical corrections.

Why does my AI writing have too many em dashes and transition words?▼

AI writing often overuses em dashes and transition words because models rely on these structural patterns. The humanizer skill specifically detects this transition overuse and em dash pattern, applying grammatical corrections to vary sentence structure and remove these artifacts.