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.