Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.
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Create distinctive, production-grade frontend interfaces that avoid generic "AI slop" aesthetics. Implement real working code with exceptional attention to aesthetic detail and creative choices.
Announce: "🎨 /supergraph:frontend-design — designing [component/page]..."
Clarify if needed: purpose, target audience, technical constraints (framework, existing design system). Do NOT start coding yet.
Before coding, decide:
CRITICAL: Choose a clear conceptual direction and execute it with precision. Bold maximalism and refined minimalism both work — the key is intentionality.
Produce working code (HTML/CSS/JS, React, Vue, etc.) that is:
Deliver the working code. If the user is in a supergraph workflow:
/supergraph:browser-agent to verify UI behaviorPurpose/Tone/Constraints/Differentiation — pick one bold direction (minimal/maximalist/retro/luxury/brutalist etc) and execute with precision.
Guidelines: distinctive typography (not Arial/Inter), cohesive CSS variables, CSS-only motion with staggered reveals, asymmetric/spatial composition, atmospheric backgrounds (gradients/noise/mesh/shadows). Avoid generic AI slop (purple gradients, cookie-cutter layouts). Match complexity to vision — maximalist = elaborate, minimal = precise.
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Risk analysis and approach selection before planning. Use when requirements are ambiguous, approaches vary, or work touches hub/bridge nodes. Skip for typo fixes.
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Proactive architecture review — explore codebase structure, generate a self-contained HTML report with Mermaid diagrams and candidate improvements, then grill the findings. Use when planning a large refactor, onboarding to an unfamiliar codebase, or before a major architectural change.
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Autonomous human-like browser control and professional QA/QC testing. Powered by agent-browser (Rust native CDP, zero Playwright) with ISTQB test matrix generation, automated testcase execution, console/network error tracing, and defect reporting.
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Persistent token-compression mode (~75% reduction) — now always-on by default. Strips filler while keeping code exact.
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Database migration best practices for schema changes, data migrations, rollbacks, and zero-downtime deployments across PostgreSQL, MySQL, and common ORMs (Prisma, Drizzle, Kysely, Django, TypeORM, golang-migrate).
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Anti-slop frontend skill for landing pages, portfolios, and redesigns. The agent reads the brief, infers the right design direction, and ships interfaces that do not look templated. Real design systems when applicable, audit-first on redesigns, strict pre-flight check.
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