humanizer

Detect and remove AI-generated writing patterns from text drafts.

4|Updated Jan 27, 2026
One-click install
npx skills add https://github.com/k97/dock-tile --skill humanizer-k97
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/k97/dock-tile/tree/main/website/.claude/skills/humanizer
Command: npx skills add https://github.com/k97/dock-tile --skill humanizer-k97

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill eliminates the sterile, repetitive, and formulaic patterns common in AI-generated text, ensuring your writing sounds authentic, human, and engaging.

Core Features & Use Cases

  • Pattern Detection: Identifies and removes AI-isms like inflated significance, superficial -ing analyses, and excessive hedging.
  • Voice Injection: Provides guidance on adding personality, opinion, and varied sentence structure to your drafts.
  • Use Case: Use this when you have a draft written by an AI that feels robotic or overly promotional; the Skill will rewrite it to sound like a natural, thoughtful human perspective.

Quick Start

Invoke the humanizer skill and provide the text you want to rewrite to make it sound more natural and human.

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 writing patterns to make text sound more natural?

To remove AI-generated writing patterns and make text sound natural, this Skill identifies and eliminates sterile, repetitive structures like inflated significance and excessive hedging, then injects a more authentic human tone into your draft.

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

Common AI-generated writing patterns include inflated significance, superficial -ing analyses, excessive hedging, and formulaic sentence structures. This Skill detects these specific AI-isms and rewrites the text to establish a natural, thoughtful perspective.

How do I make my AI drafts sound less robotic and more human?

To make AI drafts sound less robotic, this Skill provides voice injection by adding personality, opinion, and varied sentence structure, transforming overly promotional or sterile text into engaging, human-sounding content.

Can I use this for editing content review and drafting tasks that require an authentic voice?

Yes, you can use this Skill for editing, content review, and drafting tasks that require an authentic voice. It applies pattern recognition based on AI cleanup guidelines to refine stylistic elements and improve overall text naturalness.

What is the best way to rewrite AI content so it does not sound formulaic?

The best way to rewrite formulaic AI content is to invoke this Skill with your text. It systematically identifies and removes repetitive AI patterns, applying stylistic refinement to ensure the final output sounds like a natural human perspective.

Does this content optimization approach work without needing external style guides or dependencies?

Yes, this content optimization approach works without external style guides or dependencies. It operates independently to detect AI-isms and apply stylistic refinement, requiring only your draft text to begin the natural language cleanup process.