humanizer

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

Updated Jun 5, 2026
One-click install
npx skills add https://github.com/xu1713/openhorse --skill humanizer-xu1713
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/xu1713/openhorse/tree/main/openhorse/openhorse/skills/creative/humanizer
Command: npx skills add https://github.com/xu1713/openhorse --skill humanizer-xu1713

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? AI-generated text contains recognizable patterns—significance inflation, promotional language, em dash overuse, rule-of-three structures—that make writing sound robotic and generic. 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 text for 29 documented AI-isms drawn from Wikipedia's "Signs of AI writing" guide, including vague attributions, copula avoidance, filler phrases, and sycophantic tone. - 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 result has genuine voice. - Use Case: Paste an AI-drafted blog post, PR description, or email and receive a draft rewrite, a brief audit of remaining AI tells, and a final polished version. ## Quick Start Humanize this text so it doesn't sound AI-generated, and match the voice in my attached writing sample.

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, rule-of-three structures, and em dash overuse, then rewrite those sections with specific details and varied sentence rhythm. This Skill automates that process using 29 documented patterns from Wikipedia's Signs of AI writing guide.

What are the signs of AI-generated writing?

Common signs include words like "delve", "testament", and "landscape", superficial -ing phrases, vague attributions to "experts", excessive hedging, boldface list headers, and generic positive conclusions. The Skill catalogs 29 such patterns with before-and-after examples.

Can I match my own writing style when rewriting text?

Yes, provide a sample of your own writing inline or as a file path. The Skill analyzes your sentence length, word choice, punctuation habits, and transitions, then matches that voice in the rewrite instead of using a default style.

Does humanizing text work on files or only pasted text?

Both. Paste text directly for an inline rewrite, or point to a file which gets loaded with read_file and edited via patch or write_file. For markdown documents, targeted patches per section are recommended over full rewrites.

What are the limitations of removing AI writing patterns?

Removing AI patterns alone can produce sterile, voiceless text that still reads as machine-made. Effective humanizing also requires adding opinions, varied rhythm, and specific details, which is why the Skill includes a personality and soul section alongside pattern removal.