humanizer

Identifies and removes AI-generated writing patterns to restore natural prose.

Updated Jul 13, 2026
One-click install
npx skills add https://github.com/zeronx798/demo-hermes-agent --skill humanizer-zeronx798
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/zeronx798/demo-hermes-agent/tree/main/skills/creative/humanizer
Command: npx skills add https://github.com/zeronx798/demo-hermes-agent --skill humanizer-zeronx798

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill removes the sterile, repetitive, and formulaic patterns characteristic of AI-generated text, ensuring your writing sounds authentic, engaging, and human.

Core Features & Use Cases

  • Pattern Detection: Identifies 29 specific AI-writing tells, including overused filler phrases, passive voice, and "soulless" structural patterns.
  • Voice Calibration: Analyzes your personal writing samples to match your specific tone, rhythm, and vocabulary.
  • Use Case: Use this when you need to rewrite AI-generated drafts, blog posts, or emails to ensure they sound like they were written by a person rather than a machine.

Quick Start

Use the humanizer skill to rewrite the text in the provided document to sound more natural and conversational.

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 natural and human?

To make AI-generated text sound natural, you must identify and remove formulaic patterns like overused filler phrases and passive voice. This process requires linguistic analysis of sentence structure and vocabulary to replace algorithmic output with authentic human expression.

What are common AI writing patterns to look for when editing prose?

Common AI writing patterns include 29 specific tells such as overused filler phrases, passive voice, and soulless structural repetition. Detecting these algorithmic patterns in prose allows you to target and replace them with natural stylistic variety.

Can I match the rewritten text to my personal writing tone and vocabulary?

You can match rewritten text to your personal writing tone by using voice calibration. This analyzes your personal writing samples to replicate your specific rhythm, tone, and vocabulary, ensuring the edited draft sounds authentically like you.

What is the best way to humanize AI drafts for emails and documentation?

The best way to humanize AI drafts for emails and documentation is to apply linguistic analysis to identify sterile patterns, then rewrite the text to ensure tone consistency and stylistic variety, restoring a conversational and engaging voice.

Does this approach work for long-form blog posts and drafts?

This approach works for long-form drafts and blog posts by applying linguistic analysis to detect repetitive structural patterns across the entire text. It rewrites the content to ensure tone consistency and authentic human expression throughout the document.