humanizer

Detect and remove AI-generated writing patterns from text.

Updated Jul 24, 2026
One-click install
npx skills add https://github.com/imMamdouhaboammar/kaku-chatgpt-harness --skill humanizer-immamdouhaboammar
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/imMamdouhaboammar/kaku-chatgpt-harness/tree/main/.agents/skills/humanizer
Command: npx skills add https://github.com/imMamdouhaboammar/kaku-chatgpt-harness --skill humanizer-immamdouhaboammar

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill identifies and removes common AI-generated writing patterns, such as formulaic structure, excessive hedging, and robotic vocabulary, to ensure your content sounds authentic and human.

Core Features & Use Cases

  • Pattern Detection: Automatically flags 24 distinct AI-writing markers including em-dash overuse, sycophantic tone, and superficial -ing analyses.
  • Voice Injection: Provides guidance on adding personality, opinion, and varied sentence structure to sterile text.
  • Use Case: Use this skill when reviewing AI-drafted blog posts, emails, or reports to ensure they resonate with human readers rather than sounding like generic chatbot output.

Quick Start

Invoke the humanizer skill and provide the text you want to refine to receive a natural, human-sounding version.

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 more natural, you need to identify and remove robotic vocabulary, excessive hedging, and formulaic structure. This process refines the text by injecting personality, varied sentence structure, and authentic voice.

What are common AI writing patterns I should look for when editing content?

Common AI writing patterns include 24 distinct markers such as em-dash overuse, sycophantic tone, and superficial -ing analyses. Detecting these specific markers helps pinpoint formulaic structure and robotic vocabulary that reduce text naturalness.

How do I remove robotic tone from AI-drafted professional emails and reports?

Removing robotic tone from AI-drafted emails and reports involves applying stylistic refinement based on established linguistic guidelines. This includes flagging sycophantic language and injecting opinion and varied sentence structure to ensure authentic professional communication.

Can I add personality and opinion to sterile chatbot output automatically?

Yes, you can add personality and opinion to sterile chatbot output through voice injection. This provides specific guidance on adding authentic voice and varied sentence structure to transform generic AI responses into human-sounding content.

What is the best way to humanize a blog post without losing the original meaning?

The best way to humanize a blog post without losing meaning is through pattern detection and stylistic refinement. This approach targets formulaic structure and excessive hedging while applying linguistic guidelines to preserve content accuracy.

When should I use a humanizer tool for content editing?

You should use a humanizer tool for content editing when reviewing AI-drafted blog posts, emails, or reports. It is specifically needed when your content requires authentic voice and must resonate with human readers rather than sounding like generic output.