Code Slop Detection

Taste-level review of code for AI-generated patterns. Contains 24 rules across 6 categories covering comments, naming, over-engineering, defensive overdose, test slop, and style fingerprints. Where technical-debt measures quantitative code debt (complexity, duplication, CVEs), this skill measures the qualitative failure mode: code that passes every metric but reads like a tutorial blog post, not like a human wrote it.

Metadata

• Version: 1.0.0
• Scope: PHP / Laravel + TypeScript / React (Node)
• Rule Count: 24 rules across 6 categories
• License: MIT

Why this skill exists

Industry data on AI-assisted code (GitClear 2025, cURL bug-bounty shutdown 2025, arXiv 2510.03029):