humanizer

Rewrite AI-generated text to sound natural and human.

1|Updated Mar 11, 2026
One-click install
npx skills add https://github.com/antonyfmunoz/OS --skill humanizer-antonyfmunoz
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/antonyfmunoz/OS/tree/main/.agents/skills/humanizer
Command: npx skills add https://github.com/antonyfmunoz/OS --skill humanizer-antonyfmunoz

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps remove telltale signs that writing was generated by an AI, so your output reads naturally and feels authored by a real person.

Core Features & Use Cases

  • AI-isms detection and rewriting: Finds common AI writing patterns (e.g., inflated significance, vague attributions, overly polished phrasing) and replaces them with more human alternatives.
  • Anti-AI audit + second rewrite: Performs a final check for “obviously AI-generated” signals and rewrites again to catch remaining artifacts.
  • Style-preserving humanization: Keeps the original meaning while adjusting tone, rhythm, and specificity to match the intended voice.

Use case example: You paste a draft blog post or product update that reads a bit too “polished.” The Skill rewrites it to sound more like you wrote it—clear, specific, and less templated.

Quick Start

Paste your draft text and ask Claude to humanize it so it sounds natural, specific, and not obviously AI-generated.

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 and natural?

Removing AI writing signals involves a two-pass process: an initial anti-AI audit to detect overly polished phrasing and vague attributions, followed by a rewrite that replaces these artifacts with natural, specific language to match your target voice.

How do I edit AI drafts to remove obvious AI writing patterns?

You edit AI drafts by running an anti-AI audit to flag templated phrasing and structural patterns, then rewriting those sections. A second pass ensures remaining artifacts are removed while preserving the original meaning and matching the target voice.

What is an anti-AI audit for content tone improvement?

An anti-AI audit evaluates content tone by scanning for known AI language and structural patterns, such as inflated significance or vague attributions. It flags these artifacts for revision to ensure the text feels authored by a real person.

Can I humanize AI writing while preserving the original meaning?

You can preserve original meaning by humanizing only the tone, rhythm, and specificity of the text. The process targets AI language patterns and replaces them with natural alternatives that match your target voice without altering the underlying message.

What is the best way to fix overly polished AI content in blog posts?

Fixing overly polished AI content involves a two-pass process: an initial audit to identify vague attributions and templated phrasing, followed by a rewrite using specific, natural language. A secondary audit verifies all AI tone artifacts are removed.