One-click install
npx skills add https://github.com/syedsaif666/LGTM --skill humanizer-syedsaif666
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/syedsaif666/LGTM/tree/main/skills/humanizer
Command: npx skills add https://github.com/syedsaif666/LGTM --skill humanizer-syedsaif666

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

AI-generated text often has obvious, repetitive patterns that make it feel sterile and untrustworthy. This Skill eliminates those telltale signs to make writing sound natural, authentic, and human-written, whether you're editing a blog post, work report, or pull request description.

Core Features & Use Cases

  • 25+ Pattern Detection & Fixes: Identifies and corrects common AI writing tells including inflated significance language, promotional phrasing, em dash overuse, sycophantic tone, and excessive hedging.
  • Voice Preservation: Maintains the original meaning and intended tone (formal, casual, technical, etc.) while adding natural personality to avoid soulless, robotic output.
  • Use Case: You have a draft project update that reads like it was written by a chatbot. Use this Skill to rewrite it to sound like a real person wrote it, with natural rhythm and specific details instead of generic AI phrasing.

Quick Start

Use the humanizer skill to rewrite the attached draft of the team update to remove all AI-generated writing patterns and make it sound natural and authentic.

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 generated text?

To remove AI writing patterns from generated text, the humanizer skill detects and fixes over 25 common LLM tells like inflated significance language and sycophantic tone. It rewrites the content to sound natural while preserving the original meaning and intended voice.

What are the most common AI writing tells in blog posts and reports?

Common AI writing tells include inflated significance language, promotional phrasing, em dash overuse, sycophantic tone, and excessive hedging. The humanizer skill identifies and corrects these patterns to make blog posts and work reports sound authentic and human-written.

How do I make AI-generated marketing copy sound more natural?

You make AI-generated marketing copy sound more natural by applying pattern removal that eliminates robotic phrasing and promotional language. The humanizer skill adds natural rhythm and personality while maintaining the original meaning and intended tone.

Will humanizing text change the original meaning of my work report?

Humanizing text will not change the original meaning of your work report. The humanizer skill preserves the original meaning and intended voice, whether formal or technical, while stripping out detectable AI patterns and adding natural personality.

Can I use this to clean up LLM output for pull request descriptions?

Yes, you can use the humanizer skill to clean up LLM output for pull request descriptions. It removes telltale AI patterns from technical content, ensuring your PR descriptions read like they were written by a real person with natural rhythm and specific details.

Does this copy editing skill handle excessive hedging and em dash overuse?

Yes, this copy editing skill handles excessive hedging and em dash overuse. It specifically targets these documented AI patterns along with promotional phrasing and sycophantic tone, producing clean, natural-sounding text output.