OpenAgentSkill Registry Manifest
Skill: anti-slop-frontend
Slug: blackbelttechnology-anti-slop-frontend
Category: research
Description: 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\".

Agent fit:
- Decision: 70/100 Prototype first
- Primary fit: Local desktop
- Role: Fallback candidate

Supply profile:
- Track: Research and knowledge work
- Scenario: RAG and knowledge
- Applicable agents: Claude Code, CLI, Codex, Cursor
- Maintenance: 2d since push
- Risk: Needs review

Trust:
- Trust score: 77/100 Strong shortlist
- Audit: 81/100 Needs review

Attribution:
- Status: Registry indexed
- Source: github fast track
- Creator: BlackBeltTechnology
- Claim URL: https://www.openagentskill.com/skills/blackbelttechnology-anti-slop-frontend#claim-this-skill

Install:
npx skills add BlackBeltTechnology/pi-agent-dashboard --skill anti-slop-frontend

URLs:
- Web: https://www.openagentskill.com/skills/blackbelttechnology-anti-slop-frontend
- API: https://www.openagentskill.com/api/agent/skills/blackbelttechnology-anti-slop-frontend
- Install API: https://www.openagentskill.com/api/skills/blackbelttechnology-anti-slop-frontend/install
- Repository: https://github.com/BlackBeltTechnology/pi-agent-dashboard/tree/develop/packages/anti-slop/.pi/skills/anti-slop-frontend