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A mechanical, countable anti-slop checklist for AI-generated frontend. Catches the specific signatures an undirected model defaults to: AI-purple glows, Inter-everywhere, em-dashes, div-based fake screenshots, eyebrow-on-every-section, beige+brass "premium" palettes, generic Jane Doe / Acme data. Advisory layer that pairs with frontend-mockup-loop (which owns the cite-a-source loop plus WCAG gates) but works standalone in any React/Tailwind/HTML project. Triggers: "does this look AI-generated", "anti-slop pass", "remove the AI tells", "why does this look templated", "design review for slop".

Install

npx skills add BlackBeltTechnology/pi-agent-dashboard --skill anti-slop-frontend -a claude-code

Installs to .claude/skills/anti-slop-frontend/ · Each command fetches the skill straight from GitHub with the open skills CLI.

Download .zip

Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.

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Why 85

Security100
Provenance70
Maintenance100
Licence100
Adoption42

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