humanizer

Rewrite text to remove AI writing patterns and add natural voice.

Updated May 29, 2026
One-click install
npx skills add https://github.com/m4an5you6/aspera-agent --skill humanizer-m4an5you6
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/m4an5you6/aspera-agent/tree/main/skills/creative/humanizer
Command: npx skills add https://github.com/m4an5you6/aspera-agent --skill humanizer-m4an5you6

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? AI-generated text carries telltale patterns—significance inflation, promotional language, em dash overuse, rule-of-three structures—that make writing sound robotic and erode reader trust. This Skill identifies 29 documented AI writing patterns and rewrites text to sound natural and human. ## Core Features & Use Cases - Pattern Detection and Removal: Scans for 29 AI writing patterns based on Wikipedia's "Signs of AI writing" guide, covering content, language, style, and communication artifacts. - Voice Calibration: Analyzes a user-provided writing sample and matches its sentence rhythm, word choice, and punctuation habits in the rewrite. - Personality Injection: Goes beyond removing bad patterns by adding opinions, varied rhythm, and first-person perspective so the text has a human pulse. - Use Case: Paste an AI-drafted blog post and receive a draft rewrite, a brief audit of remaining AI tells, and a final version that reads like a person wrote it. ## Quick Start Humanize this text so it doesn't sound like it was written by an AI, and show me what changed.

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?▼

Identify common AI writing patterns like significance inflation, vague attributions, and rule-of-three structures, then rewrite those sections with specific details and varied sentence rhythm. This Skill automates that pass using 29 documented patterns from Wikipedia's Signs of AI writing guide.

What are the most common signs of AI writing?▼

Common signs include overused words like delve and testament, em dash overuse, boldface list headers, negative parallelisms like "not just X but Y", and generic upbeat conclusions. The Skill checks for 29 such patterns across content, language, style, and tone.

Can I match my own writing style when humanizing text?▼

Yes, provide a sample of your own writing inline or as a file path. The Skill analyzes your sentence length, word choice, and punctuation habits, then rewrites the target text to match your voice instead of a generic style.

Does humanizing text change its original meaning?▼

No, the rewrite preserves the core message and intended tone while replacing AI-isms with natural alternatives. The process explicitly instructs maintaining meaning and matching the appropriate formality level for the context.

What are the limitations of AI text humanization?▼

Humanization improves surface style but cannot fix factual errors, fabricated citations, or shallow underlying content. Text with invented sources or placeholder claims still needs manual verification before publishing.