humanizer

Detect AI-writing patterns and rewrite text into natural prose.

1|Updated Feb 5, 2026

Search Tags:#editing #natural language #content quality #humanize #tone and voice #text rewriting #AI writing patterns

Ready to run

npx skills add https://github.com/jandragsbaek/codex-template --skill humanizer-jandragsbaek

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/jandragsbaek/codex-template/tree/main/.codex/skills/humanizer
Command: npx skills add https://github.com/jandragsbaek/codex-template --skill humanizer-jandragsbaek

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps editors and teams remove AI-voice patterns from text to produce more natural, readable writing. It targets common AI writing traits and provides a structured approach to rewriting while preserving meaning.

Core Features & Use Cases

Pattern detection: Identifies signs of AI-generated prose such as overused -ing endings, vague attributions, and elevated language.
Humanizing rewrites: Rewrites passages to inject voice, tone, and personality while maintaining factual content.
Quality assurance: Useful for drafting, editing, and review workflows to improve readability in content, reports, or communications.

Quick Start

Tell the AI to humanize the supplied text: "Please rewrite this paragraph to sound more natural and human-written while preserving meaning: [your text here]"

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-written?▼

To make AI writing sound natural, you can rewrite the text to detect and remove common AI voice patterns like overused -ing endings, vague attributions, and elevated language while preserving the original meaning and factual content.

What are common AI writing patterns to look for when editing AI-generated text?▼

Common AI writing patterns include overused -ing endings, vague attributions, and unnecessarily elevated language. Detecting these specific traits allows you to target and rewrite AI-generated prose into more natural, readable text.

How do I rewrite AI-generated articles to inject tone and voice without changing the meaning?▼

You can rewrite AI-generated articles by applying tone-aware rewrites that inject personality and voice. This process transforms AI-written text while strictly maintaining the original factual content and underlying meaning.

Can I use AI text humanizing for proofreading and reviewing business reports?▼

Yes, you can use AI text humanizing for proofreading and reviewing business reports. It fits into drafting and quality-assurance workflows to improve readability and natural voice across articles, reports, and communications.

What is the best way to humanize AI text for content quality assurance?▼

The best way to humanize AI text for content quality assurance is applying structured pattern-detection rules to identify AI traits, followed by guided rewrites that enforce a natural tone and voice within your editing workflow.

Are there limitations to using automated rewriting to remove AI voice patterns from text?▼

A limitation of removing AI voice patterns is that automated rewriting requires a configurable prompt framework to guide tone-aware changes, ensuring the tool preserves factual meaning and voice rather than just altering vocabulary.