AI Slop Evaluation Framework

Overview

This skill provides a quantifiable methodology for analyzing prose to detect AI-generated "slop"—text that employs rhetorical devices to sound profound while lacking substantive content. The framework evaluates six key dimensions with weighted scoring to produce an objective "AI Slop Score."

Core Methodology

Evaluate text across six dimensions, each scored 0-100% based on specific quantifiable patterns:

1. Structural Formulaicity - Pattern density and mechanical construction
2. Lexical Vapor - Abstract vs. concrete language ratio
3. Rhetorical Overengineering - Overuse of literary devices
4. Tonal Uncanniness - Absence of hedging and human messiness
5. Logical Void - Circular reasoning and evidence-free claims
6. Output Format - Analysis structure and presentation

Evaluation Process