humanizer

Rewrite AI-generated text to sound natural while preserving meaning.

4|1|Updated May 27, 2025
One-click install
npx skills add https://github.com/mdjastrzebski/fs-fingerprint --skill humanizer-mdjastrzebski
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/mdjastrzebski/fs-fingerprint/tree/main/.agents/skills/humanizer
Command: npx skills add https://github.com/mdjastrzebski/fs-fingerprint --skill humanizer-mdjastrzebski

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Removes signs of AI-generated writing from text.

Core Features & Use Cases

  • Identify AI writing patterns (inflated symbolism, em dash overuse, superficial -ing analyses, vague attributions, and excessive phrasing) and propose rewrites.
  • Rewrite problematic sections while preserving meaning and adding a natural, human voice.
  • Apply to drafts, articles, essays, and content reviews to improve readability and engagement.

Quick Start

To humanize a piece of text, paste it here and request a natural rewrite that preserves the original meaning.

Frequently Asked Questions about humanizer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I humanize AI-written text to make it sound more natural?

To humanize AI-written text, paste your draft and request a natural rewrite. The process identifies AI writing patterns like inflated symbolism and em dash overuse, then rewrites the content to improve readability and voice while preserving the original meaning.

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

Common AI writing patterns include inflated symbolism, em dash overuse, superficial -ing analyses, vague attributions, and excessive repetitive phrasing. Identifying these patterns helps target specific sections for rewriting to achieve a more natural, human tone.

Can I rewrite an article to remove AI signs without changing the meaning?

Yes, you can rewrite articles to remove AI signs while preserving the original meaning. The process targets problematic sections caused by AI generation and adjusts the phrasing to add a natural, human voice without altering the core message.

What is the best way to fix em dash overuse and vague attributions in drafts?

The best way to fix em dash overuse and vague attributions is to apply a targeted rewrite that identifies these specific AI writing patterns. This adjusts the sentence structure to improve readability and engagement while maintaining the original intent.

Does humanizing text work for essays and content reviews?

Humanizing text works effectively for essays and content reviews. The rewriting process applies to various drafts and articles, ensuring the final output sounds natural and engaging regardless of the specific content format.