humanizer

Rewrites AI-generated text to sound more natural and human-like.

1|Updated Feb 10, 2026
One-click install
npx skills add https://github.com/fefogarcia/approved-skills --skill humanizer-fefogarcia
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/fefogarcia/approved-skills/tree/main/skills/humanizer
Command: npx skills add https://github.com/fefogarcia/approved-skills --skill humanizer-fefogarcia

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill addresses the issue of AI-generated text sounding unnatural, sterile, or overly formal by identifying and removing common AI writing patterns.

Core Features & Use Cases

  • AI Pattern Detection: Identifies and flags over 20 distinct patterns common in AI writing, ranging from inflated symbolism and promotional language to grammatical quirks and filler phrases.
  • Text Rewriting: Rewrites problematic sections to sound more natural, varied, and engaging, while preserving the original meaning and tone.
  • Use Case: You've received a draft report that sounds a bit too much like a machine wrote it. Use this Skill to refine the language, inject more personality, and ensure it reads like a human authored it.

Quick Start

Use the humanizer skill to rewrite the following text to sound more natural.

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, this Skill rewrites machine-generated prose by identifying and correcting over 20 common AI writing patterns. It refines language, removes sterile or overly formal structures, and ensures the content reads like a human authored it.

What are common AI writing patterns that make content sound robotic?

Common AI writing patterns include inflated symbolism, promotional language, grammatical quirks, and filler phrases. This Skill detects and flags these distinct markers to improve readability and inject more personality into machine-generated drafts.

How do I rewrite AI drafted reports to improve readability and tone?

Rewriting AI drafted reports involves analyzing linguistic and stylistic markers to ensure authenticity. This Skill rewrites problematic sections to be more varied and engaging while preserving the original meaning and tone of the document.

Does this text editing approach change the original meaning of the content?

No, this text editing approach preserves the original meaning and tone of the content. It focuses exclusively on stylistic improvement and content refinement by removing unnatural phrasing, ensuring the rewritten document remains accurate to the initial draft.

What is the best way to refine machine-generated prose for document review?

The best way to refine machine-generated prose for document review is to apply targeted text editing that identifies unnatural linguistic markers. This Skill carefully analyzes the text and removes over 20 distinct AI patterns to ensure authenticity and natural flow.

When should I not use an AI humanizer for content editing?

You should not use an AI humanizer when the original text requires strict formal consistency or highly technical precision that leaves no room for stylistic variation. This Skill focuses on natural language and style improvement, which may alter rigid structural formats.