humanizer

Detect and rewrite AI-generated writing patterns into natural human prose.

2|Updated Apr 23, 2026
One-click install
npx skills add https://github.com/gajjalaashok75-UI/GakrCLI --skill humanizer-gajjalaashok75-ui
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/gajjalaashok75-UI/GakrCLI/tree/main/assets/skills/humanizer
Command: npx skills add https://github.com/gajjalaashok75-UI/GakrCLI --skill humanizer-gajjalaashok75-ui

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill rewrites text that sounds machine-generated so it reads like a real person wrote it. It helps remove the patterns that make writing feel stiff, overpolished, repetitive, or obviously AI-assisted.

Core Features & Use Cases

  • AI Pattern Detection: Finds common tells such as inflated claims, vague attribution, filler phrases, em dash overuse, and formulaic structure.
  • Natural Rewrite: Replaces awkward phrasing with clearer, more conversational, or more context-appropriate language.
  • Voice Matching: Adapts the rewrite to a sample of the user's own writing when provided.
  • Final Anti-AI Pass: Reviews the draft again for remaining robotic wording and smooths it out further.
  • Use Case: A marketer can use it to make a draft post sound less like a template and more like an actual person speaking with confidence and nuance.

Quick Start

Humanize the pasted text and match the tone of my writing sample if I provide one.

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 human?

Make AI generated text sound human by detecting and rewriting common machine patterns like repetitive phrasing, vague attribution, and filler into natural, conversational prose. The process replaces robotic wording with context-appropriate language while smoothing out formulaic structure.

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

Common AI writing patterns include inflated claims, vague attribution, filler phrases, em dash overuse, hedging, and formulaic structure. Detecting these specific tells allows for targeted correction, replacing awkward promotional language with clearer, more context-appropriate phrasing.

Can I match the humanized rewrite to my own writing tone?

Match the humanized rewrite to your own writing tone by providing a writing sample. The process adapts the natural rewrite to align with your specific voice, ensuring the corrected marketing copy or essays reflect your personal style and nuance.

What is the best way to humanize marketing copy without losing context?

The best way to humanize marketing copy is a final anti-AI pass that reviews the drafted text for remaining robotic wording and smooths it out further. This ensures the output reads with confidence and nuance rather than sounding like a template.

Does humanizing technical explanations require removing all filler phrases?

Humanizing technical explanations requires removing filler phrases, repetitive phrasing, and vague attributions that make drafts sound machine-generated. It replaces awkward phrasing with clearer, more context-appropriate language while maintaining the technical accuracy of the content.

Why does my draft sound like a template and how do I fix it?

Your draft sounds like a template due to formulaic structure and promotional language common in AI writing. Fix it by applying a natural rewrite that replaces vague attribution and hedging with conversational language, followed by a final review pass for remaining robotic wording.