humanizer

Rewrite AI-generated text to remove 29 documented AI writing tropes.

29|4|Updated Mar 18, 2026
One-click install
npx skills add https://github.com/ruuxi/stella --skill humanizer-ruuxi
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: humanizer
Source: https://github.com/ruuxi/stella/tree/main/runtime/home-seed/skills/humanizer
Command: npx skills add https://github.com/ruuxi/stella --skill humanizer-ruuxi

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

AI-generated text has obvious, repetitive telltale patterns that make it sound robotic and inauthentic, which undermines the credibility of user-facing content like blog posts, emails, documentation, and social media copy.

Core Features & Use Cases

  • Identifies and rewrites 29 documented AI writing tropes including overused buzzwords, formulaic sentence structures, promotional language, and chatbot artifacts
  • Preserves the original core message and intended tone, with optional voice matching to align with a user's existing writing style if a sample is provided
  • Use cases include humanizing draft content before publishing, rewriting AI-generated text to avoid detection, and matching a user's personal writing voice for consistent content

Quick Start

Use the humanizer skill to rewrite the attached draft of my product launch email to sound 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 remove AI writing patterns from my blog posts and emails?

To remove AI writing patterns, this skill identifies and rewrites 29 documented AI tropes like overused buzzwords, formulaic sentence structures, and chatbot artifacts to produce natural, human-sounding prose. It processes your draft content and outputs cleaned text while preserving the original core message and intended tone.

What are the most common AI writing tropes that make text sound robotic?

Common AI writing tropes include overused buzzwords, formulaic sentence structures, promotional language, and chatbot artifacts. This skill specifically targets these 29 documented patterns to transform robotic text into authentic, human-sounding prose for user-facing content.

Can I match the humanized text to my personal writing style?

Yes, you can match the humanized text to your personal writing style through optional voice matching. By providing a writing sample, the skill aligns the rewritten prose with your existing voice, ensuring consistent content across your blog posts, emails, and social media copy.

Does humanizing AI text work for technical documentation and release notes?

Yes, humanizing AI text works for technical documentation and release notes. The skill applies its trope removal process to various user-facing content formats, stripping inauthentic patterns while retaining the core technical message and intended tone.

What is the best way to clean up chatbot artifacts in generated drafts?

The best way to clean up chatbot artifacts is using this skill to rewrite the generated drafts. It identifies and removes chatbot artifacts along with 28 other AI tropes, transforming the text to sound naturally written by a person for your intended audience.

Will rewriting AI-generated text change my original core message?

Rewriting AI-generated text will not change your original core message. The skill specifically preserves the original message and intended tone during the cleanup process, only modifying the telltale AI writing patterns to make the prose sound authentic and human.