humanizer

Rewrite text to remove AI-generated writing patterns while preserving meaning.

2|Updated May 1, 2026
One-click install
npx skills add https://github.com/nikkogibler/MarsFounderIO --skill humanizer-nikkogibler
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/nikkogibler/MarsFounderIO/tree/main/my-instructions/skills/humanizer
Command: npx skills add https://github.com/nikkogibler/MarsFounderIO --skill humanizer-nikkogibler

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Humanizer skill identifies and removes AI-generated writing patterns to make text sound more natural and human-written, preserving meaning and tone.

Core Features & Use Cases

  • Detects and neutralizes patterns from the provided list (verbose signifiers, -ing forms, filler phrases, generic hedging, and promotional language) to produce natural prose.
  • Supports optional voice calibration by analyzing a user-provided writing sample to align style and tone with the user's voice.
  • Applies edits across short passages or longer documents, returning a human-like version suitable for publication, review, or personal communication.

Quick Start

Rewrite the supplied text to sound more human and natural while preserving meaning.

Frequently Asked Questions about humanizer

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

FAQPage Schema
How do I make AI writing sound more natural and human?

To make AI writing sound more natural, this skill removes AI-generated patterns like verbose signifiers, filler phrases, and generic hedging to produce human-like prose while preserving meaning and tone.

What is the best way to humanize AI-generated text for formal reports?

The best way to humanize AI-generated text for formal reports is applying style transfer edits that neutralize promotional language and generic hedging, returning a natural version suitable for publication.

Can I calibrate the humanized text to match my personal writing style?

Yes, you can calibrate the humanized text to match your personal writing style by providing an optional voice sample, which the skill analyzes to align style and tone with your unique voice.

Does this text editing approach work on both short passages and longer documents?

Yes, this text editing approach works on both short passages and longer documents, applying humanizing rewrites across diverse genres and tones to return a human-like version suitable for review.

What specific AI writing patterns does the humanizer remove from text?

The humanizer removes specific AI writing patterns including verbose signifiers, -ing forms, filler phrases, generic hedging, and promotional language to make the text read naturally.

Are there limitations when trying to remove AI-generated writing patterns from creative content?

A limitation when removing AI-generated writing patterns from creative content is that the skill focuses on neutralizing specific patterns to preserve meaning, which may not fully replicate highly stylized or unconventional human voices.