Loop EngineeringAI Slop Detector

The detector combines a runnable regex scanner with a judgment-based pattern library, because half of slop is only visible to taste, not to grep.

• Purple/indigo gradient heroes and gradient-clipped text
• Glassmorphism, neon-on-dark accents, the Inter-everywhere default
• Card-on-everything with uniform radius and shadows
• Dead-centered single-column layouts and emoji in headings
• Marketing-cliché copy: 'Supercharge', 'all-in-one', 'Scale without limits'
• The 'anti-slop slop': editorial/luxury costumes — fabricated heritage ('Est. 1931'), defaulted Didone serifs, film grain, portentous purple prose

scan.py sweeps your React/Next/Vue/Svelte + Tailwind code for mechanical signatures and weights them by severity. The patterns reference then guides the judgment pass: constellation-based calls where one signal is fine but five together are a verdict. Evals are included.

This is the original release. The Astryx Design Skills pack ships an expanded v2 of this same detector (adds the dark dev-tool variant, the 'tasteful-middle' wave, bento grids, em-dash cadence) plus the Astryx Max design skill. Grab that pack if you want the full toolkit — this one if you want the lean, single-skill version.