ls-humanizer

Rewrite AI-generated text into natural human prose while preserving meaning.

3|2|Updated Dec 25, 2025
One-click install
npx skills add https://github.com/CruxExperts/localsetup --skill ls-humanizer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ls-humanizer
Source: https://github.com/CruxExperts/localsetup/tree/main/_localsetup/skills/ls-humanizer
Command: npx skills add https://github.com/CruxExperts/localsetup --skill ls-humanizer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Remove signs of AI-generated writing from text to make it sound more natural and human-written. This guide helps editors rewrite AI artifacts into human prose without changing meaning.

Core Features & Use Cases

  • Detects AI-writing patterns such as inflated symbolism, vague attributions, and -ing analyses.
  • Rewrites problematic sections to improve natural tone while preserving core meaning.
  • Use Case: editors polishing reports, emails, and articles for human-friendly readability.

Quick Start

Input AI-generated text and request a humanized version.

Frequently Asked Questions about ls-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?

To make AI writing sound natural, you need to detect AI-generated patterns like vague attributions and inflated symbolism, then rewrite those sections to improve tone while preserving the original meaning.

What are common signs of AI-generated text I should look for when editing?

Common signs of AI-generated text include inflated symbolism, vague attributions, and unnecessary -ing analyses. Detecting these patterns allows you to target and rewrite specific problematic sections for human-friendly readability.

Can I humanize AI text in emails and reports without changing the meaning?

Yes, you can humanize AI text in emails and reports without changing meaning by applying text-editing techniques that adjust tone and style, rewriting AI artifacts into natural prose while preserving the core message.

What is the best way to remove AI patterns from a generated document?

The best way to remove AI patterns from a document is to input the AI-generated text and request a humanized version, which automatically identifies problematic writing patterns and applies style improvements for natural readability.

Are there limitations when trying to humanize AI-written text?

A key limitation when humanizing AI-written text is ensuring the rewritten prose strictly preserves the original meaning. Over-editing tone and style might inadvertently alter the core message during the pattern removal process.