humanizer

Identify AI writing patterns and rewrite text to sound natural and human.

111|12|Updated Mar 3, 2026

Search Tags:#tone #editing #ai-writing #rewrite #humanize #content-improvement

Ready to run

npx skills add https://github.com/mgonto/executive-assistant-skills --skill humanizer-mgonto

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/mgonto/executive-assistant-skills/tree/main/humanizer
Command: npx skills add https://github.com/mgonto/executive-assistant-skills --skill humanizer-mgonto

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

AI-generated writing can sound stilted or impersonal. This Skill identifies and removes common AI writing patterns to produce natural, human-written prose.

Core Features & Use Cases

Identify AI patterns such as over-formal diction, vague attributions, and excessive -ing phrases.
Rewrite problematic sections while preserving meaning, tone, and intent.
Improve drafts across emails, reports, articles, and posts.

Quick Start

Paste the text you want to humanize, and I will rewrite it to sound natural and engaging.

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 natural in emails and reports?▼

Humanizing AI text involves detecting template-like phrasing and excessive -ing phrases, then applying deterministic rewrite rules that adapt style to your target audience while preserving functional requirements and tone.

What are common AI writing patterns to fix in generated content?▼

Common AI writing patterns include over-formal diction, vague attributions, excessive -ing phrases, and template-like phrasing. This Skill flags these patterns and rewrites problematic sections to produce natural, engaging, human-written prose.

How do I rewrite AI-generated text without changing the original tone?▼

To rewrite AI-generated text without losing tone, this Skill applies deterministic rewrite rules that preserve meaning, tone, and intent while adapting style to the target audience for both short-form and long-form writing.

Does the humanizer tool work on both short-form and long-form writing?▼

Yes, this Skill works on both short-form and long-form writing. It can improve drafts across emails, reports, articles, and posts by flagging AI diction and rewriting problematic sections to sound natural and engaging.

When should I humanize AI text instead of rewriting it manually?▼

You should humanize AI text when drafts sound stilted or impersonal. This Skill automates the removal of common AI writing patterns, saving manual editing time while ensuring natural prose that preserves meaning and intent.