humanizer

Rewrite AI-generated text by removing 29 documented writing patterns while preserving meaning and tone.

2|Updated May 10, 2026
One-click install
npx skills add https://github.com/freedomw1987/tree_monstor --skill humanizer-freedomw1987
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/freedomw1987/tree_monstor/tree/main/skills/creative/humanizer
Command: npx skills add https://github.com/freedomw1987/tree_monstor --skill humanizer-freedomw1987

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

AI-generated text has consistent, recognizable patterns that make it sound robotic, inauthentic, and obviously machine-written, which undermines the credibility of user-facing content like documentation, emails, PR descriptions, and public posts.

Core Features & Use Cases

  • 29 Pattern Detection: Identifies common AI writing tells including overused buzzwords, formulaic "challenges and future outlook" sections, sycophantic tone, and excessive hedging.
  • Voice Calibration: Matches your unique writing style if you provide a sample of your past work, instead of just removing AI patterns.
  • Use Case: Use it to polish a blog post draft, rewrite a stiff product launch email, or clean up AI-generated documentation before sharing it with your team.

Quick Start

Use the humanizer skill to rewrite the attached draft of my team's quarterly update so it sounds like it was written by a person, not an AI.

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?

Removing AI writing tics makes your text sound human by identifying 29 documented machine-written patterns, eliminating excessive hedging, passive voice, and sycophantic tone while preserving core meaning across emails, PR descriptions, and blog posts.

Can I match AI-edited text to my personal writing style?

Yes, matching AI-edited text to your personal writing style is possible through voice calibration. By providing a sample of your past work, the system matches your unique voice instead of just generically removing AI patterns.

What are common AI writing patterns to look for in documentation?

Common AI writing patterns in documentation include overused buzzwords, formulaic challenges and future outlook sections, sycophantic tone, and excessive hedging. Identifying these 29 documented patterns helps eliminate robotic and inauthentic phrasing from public posts.

How do I remove robotic tone from a product launch email?

To remove robotic tone from a product launch email, rewrite the draft to eliminate passive voice and formulaic structures. This text editing process ensures your email sounds authentic and natural to your readers.

Does anti-AI slop editing work for resumes and social media content?

Yes, anti-AI slop editing works for resumes and social media content. It applies to user-facing prose across documentation, emails, and blog posts, identifying and eliminating machine-written patterns to ensure your text sounds genuine.