anti-vibecoding-ui
Review, redesign, or generate production-quality frontend UI/UX while preventing generic AI-generated patterns. Use for landing pages, dashboards, portfolios, product screens, design systems, accessibility, responsive/mobile, forms, tables, charts, frontend security/privacy, browser compatibility, public-page discoverability, API-client behavior, rendering/cache/concurrency, or production-readiness audits. Trigger on requests to build, improve, review, audit, or fix user-facing interfaces, including vague complaints about spacing, hierarchy, polish, accessibility, security, or usability. Do not use for backend-only logic, databases, infrastructure, or non-visual debugging unless user-facing behavior is part of the task.