humanizer

Detect and rewrite AI-generated phrasing to produce natural human prose.

59|14|Updated Mar 1, 2026
One-click install
npx skills add https://github.com/vobase/vobase --skill humanizer-vobase
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/vobase/vobase/tree/main/.agents/skills/humanizer
Command: npx skills add https://github.com/vobase/vobase --skill humanizer-vobase

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Remove recognizably AI-generated phrasing and formulaic patterns from prose so writing reads as natural, human-authored text while preserving the original meaning and intended tone.

Core Features & Use Cases

  • Pattern Detection: Identify AI-isms including inflated significance, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule-of-three forcing, AI vocabulary, negative parallelisms, elegant variation, filler/hedging, and soulless uniform sentence rhythm.
  • Targeted Rewrites: Replace detected patterns with concise, specific, and voice-appropriate alternatives, vary sentence rhythm, and inject opinion or personality where appropriate.
  • Audit & Iteration: Provide a draft rewrite, a brief audit listing remaining AI tells, then produce a final revised version after addressing those tells.
  • Use Cases: Editing blog posts, documentation, marketing copy, encyclopedic content, and any text that needs to avoid obvious AI provenance while retaining accuracy.

Quick Start

Humanize the following text to remove AI-generated patterns, preserve meaning and tone, and inject a natural human voice.

Frequently Asked Questions about humanizer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I remove AI-generated phrasing from my text?

To remove AI-generated phrasing, you need to detect formulaic patterns like inflated significance and em dash overuse, then rewrite them with concise, specific alternatives. This process varies sentence rhythm and injects natural voice while preserving the original meaning and intended tone.

What are common AI-isms to look for when editing copy?

Common AI-isms include promotional language, vague attributions, rule-of-three forcing, negative parallelisms, and soulless uniform sentence rhythm. Detecting these superficial patterns allows you to target them for rewrite and produce text that reads as naturally human-authored.

How do I humanize AI content without changing the meaning?

Humanizing AI content without changing meaning requires replacing formulaic patterns with voice-appropriate alternatives. By varying sentence rhythm and removing hedging while preserving accuracy, the final audited rewrite remains suitable for publication without altering core facts.

Does AI detection rewriting work for marketing copy and documentation?

AI detection rewriting works effectively for marketing copy, documentation, blog posts, and encyclopedic entries. The process identifies AI vocabulary and superficial analyses, replacing them with specific alternatives to ensure the content avoids obvious AI provenance.

What is the best way to audit text for AI tells before publishing?

The best way to audit text for AI tells is to generate a draft rewrite, review a brief audit listing remaining AI patterns, and then produce a final revised version. This iteration ensures all formulaic patterns are addressed before publication.

Can I fix uniform sentence rhythm in AI-generated articles?

You can fix uniform sentence rhythm in AI-generated articles by applying targeted rewrites that vary sentence length and structure. Injecting opinion or personality where appropriate breaks the soulless uniformity and makes the prose sound naturally voiceful.