humanizer

Identify and replace formulaic AI-writing patterns with natural prose.

Updated Apr 13, 2026
One-click install
npx skills add https://github.com/henrycashe26/my_skills --skill humanizer-henrycashe26
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/henrycashe26/my_skills/tree/main/writing/humanizer
Command: npx skills add https://github.com/henrycashe26/my_skills --skill humanizer-henrycashe26

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill removes the sterile, formulaic, and repetitive patterns characteristic of AI-generated text, helping you restore a natural, human voice to your writing.

Core Features & Use Cases

  • Pattern Detection: Identifies over 25 specific AI-writing tells, including filler phrases, sycophantic tone, and superficial -ing analyses.
  • Voice Restoration: Provides a structured workflow to inject personality, uneven rhythm, and opinionated perspective into your drafts.
  • Use Case: Use this when you have an AI-drafted article or email that sounds too robotic and needs to be rewritten to sound like a person actually thought about the content.

Quick Start

Run the humanizer skill on the draft text provided in the current context to identify and rewrite AI-isms into natural prose.

Frequently Asked Questions about humanizer

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

FAQPage Schema
How do I remove AI writing patterns from my drafted prose?

To remove AI writing patterns from drafted prose, you can use a humanizing workflow that identifies over 25 specific stylistic and grammatical AI artifacts, replacing formulaic structures and filler phrases with natural language while preserving the original meaning.

What are common signs of AI-generated writing that need editing?

Common signs of AI-generated writing that need editing include sycophantic tone, superficial -ing analyses, formulaic patterns, repetitive structures, and filler phrases. Detecting these specific stylistic and grammatical artifacts is the first step to restoring a natural human voice.

How do I rewrite an AI-drafted article to sound more human?

To rewrite an AI-drafted article to sound more human, apply a structured editing workflow that injects personality, uneven rhythm, and opinionated perspective into the text. This voice restoration process transforms sterile AI drafts into natural prose.

Can I humanize AI text without losing the original meaning?

Yes, you can humanize AI text without losing the original meaning. The humanizing process detects specific content-based AI artifacts and rewrites them into natural prose, satisfying requirements to preserve the original meaning while ensuring a human-like tone, rhythm, and perspective.

What is the best way to edit robotic-sounding AI emails?

The best way to edit robotic-sounding AI emails is to run a targeted AI-cleanup process that identifies repetitive, formulaic patterns and replaces them with natural language. This editing approach ensures the email adopts a human-like tone and rhythm.

Does humanizing AI-generated prose require any external dependencies?

Humanizing AI-generated prose does not require any external dependencies. The text editing and reviewing process operates directly on the prose provided in the current context to identify and rewrite AI-isms into natural language without needing additional tools.