humanizer

Detect and rewrite AI-sounding prose while preserving meaning and tone.

7|2|Updated Feb 25, 2026
One-click install
npx skills add https://github.com/wenerme/ai --skill humanizer-wenerme
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/wenerme/ai/tree/main/skills/humanizer
Command: npx skills add https://github.com/wenerme/ai --skill humanizer-wenerme

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It removes common signs of AI-generated or overly templated writing so your text reads more natural, personal, and human.

Core Features & Use Cases

  • AI-pattern detection: Flags issues like promotional language, vague attributions, overuse of -ing, em-dash overuse, and rule-of-three repetition.
  • Guided rewriting: Rewrites flagged sections while preserving the original meaning and matching the intended tone.
  • Anti-AI audit loop: Performs a final “detect remaining AI tells, then revise” pass to improve realism and voice.

Quick Start

Use the humanizer skill to edit the provided draft so it sounds more natural and less 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 natural and human?

To make AI-generated text sound more natural, you need to remove stylistic patterns like promotional language, vague attributions, and em-dash overuse. This is done by rewriting flagged passages while preserving the original meaning and matching the intended tone.

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

Common AI writing patterns include promotional language, vague attributions, overuse of -ing words, em-dash overuse, and rule-of-three repetition. Detecting these specific patterns helps identify which sections of a draft require tone rewriting to sound less AI-generated.

How do I edit a blog draft to pass an AI writing detection audit?

To edit a blog draft for AI writing detection, apply a structured rewrite workflow that flags templated or vague passages, rewrites them to match your intended tone, and performs a final anti-AI self-audit pass to detect and revise any remaining AI tells.

Can I rewrite marketing copy to remove promotional language without changing the meaning?

Yes, you can rewrite marketing copy to remove promotional language while enforcing the preservation of meaning. By detecting vague attributions and overused structures, the affected text is rewritten to sound personal and natural without losing the original message.

What is the best way to fix vague attributions and rule-of-three repetition in my content?

The best way to fix vague attributions and rule-of-three repetition is through a guided rewriting process that flags these specific AI tells. The text is rewritten to improve realism and voice, followed by an anti-AI audit loop to ensure all stylistic issues are resolved.

Does humanizing text work for explanations and reviews or just blog drafts?

Humanizing text works across multiple formats including blog drafts, reviews, marketing copy, and explanations. Any prose that sounds templated, vague, or promotional can be rewritten to sound more natural and less obviously AI generated.