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anti-slop-design
authentic
Autonomous Principal Design Technologist. Cures vibe-coded software from AI frontend slop using curated token archetypes and 7-axis quality gating.
When to use
- Use when building, styling, refactoring, or auditing web apps, SaaS dashboards, or landing pages.
- Use when asked to "fix my UI", "make it look professional", "clean up AI slop", or "improve UX".
- Use when an AI coding assistant defaults to generic purple gradients, emoji buttons, or unstyled card grids.
When not to use
- Opinionated aesthetic rules may conflict with an existing brand system; align tokens with the product's design system when one is already mandated.
- The seven-axis gate is a heuristic checklist, not a substitute for user research, usability testing, or brand/legal review.
- Does not replace accessibility audits, performance profiling, or backend/API design work.
- Archetype tokens and Tailwind examples assume a web stack; native mobile or desktop toolkits need separate patterns.
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