Paul Bakaus
Creator; founder of publisher Renaissance Geek
37 patterns that mark an interface as AI-generated, plus a live detection overlay that catches them in place — the rule catalog behind npx impeccable detect.



Slop is the rule catalog behind Impeccable — a free design audit toolkit that documents the visible tells of AI-generated UI. The 37 patterns span visual details, typography, color, layout, motion, interaction, responsiveness, and general quality. Some rules are deterministic and run automatically; others use LLM review.
Hook it up via the Chrome extension, the npx impeccable detect CLI, or the /impeccable critique slash command to keep AI-generated drafts from shipping with the same five gradients and glassy cards every other product is using.
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