humanizer

Detect AI-generated writing patterns and rewrite text to sound more natural.

3|2|Updated Mar 14, 2026
One-click install
npx skills add https://github.com/wzh4464/claude-skills --skill humanizer-wzh4464
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/wzh4464/claude-skills/tree/main/humanizer
Command: npx skills add https://github.com/wzh4464/claude-skills --skill humanizer-wzh4464

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps writers identify AI-generated writing patterns and rewrite sections to sound more natural and human, preserving meaning and voice.

Core Features & Use Cases

  • Automated pattern detection across content such as redundancy, -ing phrases, promotional language, vague attributions, and overuse of AI vocabulary.
  • Guided rewriting to inject personality while maintaining the intended tone and factual accuracy.
  • Suitable for editing articles, reports, proposals, and draft communications to achieve a more human style.

Quick Start

Simply provide the text you want to humanize and let the skill return a natural, human-readable version.

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 human and natural?

To make AI-generated text sound more human, you need to identify robotic writing patterns like redundancy and vague attributions, then rewrite those sections to inject personality while preserving the original meaning and factual accuracy.

What are common AI writing patterns to look for when editing content?

Common AI writing patterns include overuse of -ing phrases, promotional language, vague attributions, redundancy, and reliance on specific AI vocabulary. Identifying these patterns helps target sections that need rewriting to achieve a natural style.

How do I humanize AI text for formal reports without losing technical accuracy?

Humanizing AI text for formal reports involves guided rewriting that varies rhythm and injects personality while conforming to safety and quality constraints. This process maintains the intended tone and factual accuracy required for technical documentation.

Can I use automated text editing to adjust the voice of creative writing drafts?

Yes, automated text editing can adjust the voice of creative writing drafts. The rewriting process adapts to your desired voice, injecting personality and varying rhythm to ensure the final text reads naturally across various content domains.

What is the best way to remove promotional language from AI-written articles?

The best way to remove promotional language from AI-written articles is through pattern detection and guided rewriting. This approach targets overclaims and AI vocabulary, replacing them with a more natural, human-readable style that preserves meaning.

Why does my AI content sound robotic and how do I fix it?

AI content sounds robotic due to predictable patterns like vague attributions and overused vocabulary. You can fix it by applying text-editing techniques that vary rhythm, inject personality, and rewrite sections to achieve a more human style.