humanizer

Rewrite text to remove AI-generated patterns and match a user's voice.

Updated Apr 9, 2026
One-click install
npx skills add https://github.com/MarbleSodas/Mavis --skill humanizer-marblesodas
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/MarbleSodas/Mavis/tree/main/skills/creative/humanizer
Command: npx skills add https://github.com/MarbleSodas/Mavis --skill humanizer-marblesodas

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Humanizer removes common AI-writing patterns and “soulless” phrasing so your text reads like a real person wrote it, not a model trying to be helpful.

Core Features & Use Cases

  • AI-isms removal: Detects recurring patterns (overly formal claims, vague attributions, repetitive structure, template-like transitions) and rewrites them into natural prose.
  • Voice matching via calibration: Optionally analyzes a user-provided writing sample and rewrites the target text to match sentence rhythm, word choice, and punctuation habits.
  • Soul-focused revision: Adds opinions, mixed feelings, and authentic cadence so the result isn’t just “clean,” but actually sounds lived-in.
  • Edit before publishing: Works well for polishing blog posts, essays, PR descriptions, documentation, emails, tweets, and resumes into publication-ready language.

Quick Start

Humanize this text so it sounds like me, remove AI-sounding patterns, and keep 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 rewrite AI-generated text to sound more natural and human?

To rewrite AI-generated text to sound more natural, you humanize it by stripping common AI language patterns like overly formal claims and template-like transitions, then revising prose to preserve meaning while adding authentic cadence.

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

Common AI writing patterns include overly formal claims, vague attributions, repetitive sentence structure, and template-like transitions. Removing these AI-isms helps text read like a real person wrote it instead of a model trying to be helpful.

Can I match the rewritten text to my own writing style and voice?

Yes, you can match the rewritten text to your voice by providing a writing sample for calibration. The text is then adjusted to replicate your specific sentence rhythm, word choice, and punctuation habits.

Does humanizing text work for editing markdown documents and files?

Humanizing text works for editing markdown documents and files by applying patches to inline edits or file-based content. It detects AI patterns and rewrites the prose for publication-ready language.

What is the best way to remove AI-sounding phrasing from blog posts and emails?

The best way to remove AI-sounding phrasing from blog posts and emails is to apply a soul-focused revision that adds opinions and mixed feelings, ensuring the result sounds lived-in rather than just clean.

Will humanizing my text change the original meaning?

Humanizing your text will not change the original meaning because the process requires pattern detection, meaning preservation, and a final anti-AI audit pass before returning the rewritten output.