humanizer

Detect and rewrite AI-generated writing patterns to produce natural human-sounding text.

1|Updated Aug 7, 2025
One-click install
npx skills add https://github.com/zzafergok/arktos --skill humanizer-zzafergok
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/zzafergok/arktos/tree/main/.agent/skills/humanizer
Command: npx skills add https://github.com/zzafergok/arktos --skill humanizer-zzafergok

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? AI-generated text contains recognizable patterns like inflated symbolism, promotional language, em dash overuse, and vague attributions that make writing sound robotic. This Skill identifies and removes these patterns so text reads as naturally human-written. ## Core Features & Use Cases - Pattern Detection: Scans text for 24 documented signs of AI writing, including rule-of-three overuse, negative parallelisms, AI vocabulary words, and superficial -ing analyses. - Natural Rewriting: Replaces AI-isms with concrete, specific alternatives while preserving the original meaning and intended tone. - Voice Injection: Adds personality, varied sentence rhythm, and first-person perspective to sterile, voiceless text. - Use Case: Paste a ChatGPT-drafted blog post or product announcement and receive a rewritten version that sounds like a real person wrote it, plus a summary of the changes made. ## Quick Start Ask the AI to humanize the attached draft article and remove any signs of AI-generated writing.

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 human?▼

Scan the text for common AI patterns like promotional language, em dash overuse, rule-of-three lists, and vague attributions, then rewrite each instance with specific, concrete alternatives. This Skill automates that detection and rewriting process based on Wikipedia's Signs of AI writing guide.

What are the most common signs of AI writing?▼

Common signs include inflated significance language like "stands as a testament", superficial -ing phrases like "highlighting the importance", overused words like "delve" and "vibrant", negative parallelisms, forced groups of three, and excessive em dashes and boldface.

Can humanizing text preserve the original meaning and tone?▼

Yes, the rewriting process preserves the core message and matches the intended tone, whether formal, casual, or technical. It replaces AI-isms with natural alternatives rather than changing the substance of the content.

Does removing AI patterns guarantee text passes AI detectors?▼

No, the Skill focuses on improving writing quality and naturalness, not evading detection tools. It removes statistically common AI patterns and adds authentic voice, but makes no claims about detector outcomes.

Why does my edited text still sound robotic after removing AI words?▼

Removing AI vocabulary alone produces sterile, voiceless writing. Natural text also needs varied sentence rhythm, opinions, first-person perspective where appropriate, and specific concrete details instead of neutral reporting.