humanizer

Detect and rewrite 24 AI-writing pattern classes while preserving meaning and tone.

3|Updated Feb 16, 2026
One-click install
npx skills add https://github.com/Zhangyinglun/resume-tailor-skill --skill humanizer-zhangyinglun
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/Zhangyinglun/resume-tailor-skill/tree/main/vendor/skills/humanizer
Command: npx skills add https://github.com/Zhangyinglun/resume-tailor-skill --skill humanizer-zhangyinglun

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Many editor and reviewer workflows receive text that contains telltale AI-generated patterns: inflated claims, formulaic phrasing, hedging, and mechanical rhythm. Humanizer scans text for those patterns and rewrites passages to restore natural voice, clarity, and specificity without fabricating facts.

Core Features & Use Cases

  • Pattern detection & repair: Identifies the documented 24 AI-writing patterns (e.g., significance inflation, -ing overuse, AI vocabulary) and rewrites problematic sections.
  • Voice and meaning preservation: Keeps the original facts and intended tone while varying rhythm, removing filler, and injecting appropriate personality.
  • Audit-driven workflow: Produces a draft, lists remaining "obviously AI generated" tells, then performs a final anti-AI pass to deliver a polished version.
  • Use case: Ideal for editors improving articles, marketers refining copy, or professionals tailoring resumes to sound natural and human-written.

Quick Start

Invoke the humanizer skill, paste the text you want edited, and ask: Humanize this text to remove AI-generated patterns while preserving meaning and tone.

Frequently Asked Questions about humanizer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I remove AI writing patterns from text to make it sound human?

To remove AI writing patterns from text, you can scan prose for formulaic phrasing, significance inflation, and mechanical rhythm, then rewrite problematic passages to restore natural voice and specificity while preserving original facts.

What are the common AI-generated writing patterns to look for when editing copy?

Common AI-generated writing patterns include significance inflation, -ing overuse, AI vocabulary, hedging, and mechanical rhythm. Detecting these 24 documented pattern classes helps identify and rewrite telltale AI stylistic tells in articles and marketing copy.

Can I humanize AI-generated text for a resume without changing the facts?

Yes, you can humanize AI-generated text for a resume without changing the facts by detecting AI vocabulary and hedging, then rewriting passages to vary rhythm and inject personality while strictly preserving the original meaning and intended tone.

What is the best way to edit AI-generated marketing copy to avoid detection?

The best way to edit AI-generated marketing copy to avoid detection is an audit-driven workflow: detect AI vocabulary and stylistic tells, rewrite problematic sections, list remaining tells, and perform a final anti-AI audit pass for a polished draft.

Does humanizing text work for long articles without losing the original tone?

Yes, humanizing text works for long articles without losing the original tone. The process detects stylistic AI patterns, removes filler, varies rhythm, and rewrites passages while explicitly preserving the original facts and intended tone throughout the text.

Why does my AI writing sound unnatural and how do I fix it?

Your AI writing sounds unnatural due to formulaic phrasing and mechanical rhythm. You can fix it by applying an anti-AI edit that detects inflated claims and AI vocabulary, then rewrites problematic passages to restore clarity and natural voice.