slop-check

Detects AI-generated writing patterns in text inputs via lexical and structural analysis.

1|Updated Mar 15, 2026

Search Tags:#writing-patterns #text-analysis #content-verification #ai-detection #slop-score

Ready to run

npx skills add https://github.com/CyranoB/slop-sense --skill slop-check-cyranob

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: slop-check
Source: https://github.com/CyranoB/slop-sense/tree/main/skills/slop-check
Command: npx skills add https://github.com/CyranoB/slop-sense --skill slop-check-cyranob

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires node.js, python3, and includes scripts (resource) components.

What problem does it solve?

This skill solves the uncertainty of whether a piece of text was written by an AI, providing an objective verdict without the need for a full rewrite.

Core Features & Use Cases

Algorithmic Scoring: Calculates a 0-100 SLOP score based on lexical patterns and structural rhythm analysis.
Pattern Identification: Scans text against 36 specific AI writing patterns, providing evidence for each detected tell.
Use Case: Use this when you need to verify if a draft is human-written or AI-generated before publishing, or when you need a quick verdict for CI/CD pipelines.

Quick Start

Use the slop-check skill to analyze the text provided in the file report.txt and return a verdict.

Frequently Asked Questions about slop-check

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I detect AI-generated text patterns in a document?▼

AI-generated text detection works by scanning inputs against 36 specific AI writing patterns using lexical and structural rhythm analysis. It calculates a 0-100 SLOP score and provides evidence for each detected tell to verify content authenticity.

Can I use AI text detection for content verification in a CI/CD pipeline?▼

Yes, algorithmic AI text detection is suitable for CI/CD pipelines. It calculates a 0-100 SLOP score based on lexical patterns and structural rhythm analysis, providing a quick automated verdict for content verification workflows.

Do I need Node.js and Python 3 to run AI writing pattern analysis?▼

Yes, Node.js and Python 3 are required for AI writing pattern analysis. Node.js executes the SLOP scorer while Python 3 runs the rhythm analysis script to evaluate text inputs and calculate the 0-100 score.

What is the best way to score AI writing patterns for editorial review?▼

The best way to score AI writing patterns for editorial review is algorithmic scoring. It scans text against 36 specific AI writing patterns, calculating a 0-100 SLOP score and providing evidence for each detected tell to support content verification.

What are the limitations of using a SLOP score for AI content verification?▼

A limitation of using a SLOP score for AI content verification is that it only identifies and scores 36 specific AI writing patterns without rewriting the text. It provides an objective verdict but requires manual intervention to fix the detected AI tells.