ai-slop-detectorlisted
Install: claude install-skill opencue/claude-code-skills
# slop-cop
A universal prose audit with two parallel axes. Built on ~135 published sources spanning peer-reviewed linguistics, AI-detector vendor methodology, plain-language style guides (plainlanguage.gov, GOV.UK, Microsoft, Google), cognitive-load research (Miller, Sweller, Pinker), web-readability research (NN/g), and the Plain Writing Act / WCAG accessibility standards.
## The one-line summary
**Two axes, two verdicts. AI-Slop and Comprehension. A piece can pass one and fail the other.**
- **AI-Slop axis** — Does this read like AI wrote it? Patterns, vocabulary, formatting, rhythm.
- **Comprehension axis** — Can a fresh reader follow this? Acronyms, named-entity bombing, telegraphic compression, readability, structure.
Single instances aren't a signal. Density is. Both axes use density-based scoring (per 500 words, weighted by severity) with the same verdict tiers (PASS / LOW / MEDIUM / HIGH / CRITICAL). The audit reports both and combines them into a single recommendation based on whichever is worse.
---
## Why this skill exists
Our feeds are becoming shit. Our websites are becoming shit. Our repos are becoming shit. AI didn't make writing harder, it made writing easier, and now everyone uses the same shortcuts, the same shapes, the same words. Open ten landing pages in a row and you can't tell them apart.
I built this skill to make my own websites less shit, my clients' websites less shit, and my LinkedIn feed less of a copy-paste graveyard. Yes, AI wrote parts