Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Dete
Real data. Real impact.
Emerging
Developers
Per week
Open source
Skills give you superpowers. Install in 30 seconds.
Humanizer identifies and removes patterns characteristic of AI-generated writing, transforming robotic text into natural, authentic prose. It detects 24 distinct AI writing signatures — from excessive em dashes and inflated symbolism to vague attributions and the notorious "rule of three" construction — then rewrites affected sections while preserving the original meaning and intent.
Humanizer operates through a five-step process: identify problematic patterns in the input text, rewrite affected sections using more natural alternatives, preserve the original meaning and factual accuracy, maintain the appropriate voice for the context, and inject authentic personality. The skill analyzes text for issues like promotional language, superficial analyses, overuse of transitional phrases, and formulaic paragraph structures — then suggests replacements that read as genuinely human.
No installation is required. Humanizer is an instruction-only skill that can be invoked directly on any text sample or document. Simply provide the text you want analyzed and the skill will identify AI patterns and suggest natural rewrites. Available under the MIT-0 license for unrestricted use.
No automatic installation available. Please visit the source repository for installation instructions.
View Installation Instructions
1,500+ AI skills, agents & workflows. Install in 30 seconds. Part of the Torly.ai family.
© 2026 Torly.ai. All rights reserved.