What is 'AI slop' and how does this skill fix it?

AI slop refers to the repetitive, inflated, and formulaic language patterns common in LLM outputs. This skill identifies these specific patterns—like using words such as 'pivotal' or 'tapestry'—and replaces them with direct, human-sounding alternatives.

Does the Humanizer increase the length of my text?

Actually, it typically reduces word count. AI text is often unnecessarily long and wordy; this skill focuses on removing filler phrases to make the writing more concise.

Will this skill rewrite my entire document?

No. It uses 'surgical editing,' which means it only targets parts of the text that show clear signs of AI generation. It is instructed to protect sections that already have a genuine human voice or specific details.

What standards does this skill use to identify AI writing?

The skill is based on the comprehensive 'Signs of AI writing' guide maintained by Wikipedia's AI Cleanup project, which tracks the most common linguistic tells of modern AI models.

AI Writing Humanizer

Name: AI Writing Humanizer
Author: abatilo

byabatilo

•

コンテンツ管理

Identifies and removes common AI writing patterns to transform synthetic text into natural, human-sounding prose.

The AI Writing Humanizer is a specialized editing tool designed to strip away the predictable hallmarks of LLM-generated content. Based on Wikipedia's 'Signs of AI writing' guide, it performs surgical edits to remove significance inflation, promotional language, and formulaic grammar while strictly preserving the author's original voice. This skill is essential for anyone using Claude to generate drafts that need to pass as authentic, professional, and concise communication without the 'slop' or repetitive tropes typically associated with AI output.

主な機能

01Optimizes formatting by reducing em dash overuse and mechanical bolding

024 GitHub stars

03Surgically edits text to reduce word count while maintaining natural flow and rhythm

04Detects and eliminates significance inflation and empty notability claims

05Removes high-frequency AI vocabulary and formulaic 'Challenges and Future' sections

06Corrects superficial '-ing' analysis phrases and redundant conjunctive phrases

ユースケース

01Cleaning up marketing copy to replace promotional fluff with specific, factual details

02Polishing blog posts or articles to remove 'robotic' tropes and improve readability

03Refining AI-generated documentation to ensure a professional and neutral tone

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add abatilo/vimrc humanizer

For use in Claude.ai and ChatGPT

Download Skill