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Frontend Design

  • 8 installs
  • 33 repo stars
  • Updated April 26, 2026
  • bighardperson/computer-science-skills-collection

This is a copy of frontend-design by anthropics - installs and ranking accrue to the original listing.

frontend-design is a skill that guides creation of distinctive, production-grade frontend interfaces with high design quality that avoid generic AI aesthetics.

About

frontend-design is a skill for creating distinctive, production-grade frontend interfaces with high design quality. A developer uses it when building web components, pages, or applications to commit to a bold aesthetic direction and refine typography, color, motion, and spatial composition. It steers implementation away from generic AI-generated design patterns.

  • Guides distinctive, production-grade frontend interfaces that avoid AI-slop aesthetics
  • Directs bold aesthetic choices for typography, color, motion, and layout
  • Names anti-patterns like Inter fonts and purple gradients to avoid

Frontend Design by the numbers

  • 8 all-time installs (skills.sh)
  • Data as of Jul 30, 2026 (Skillselion catalog sync)
At a glance

frontend-design capabilities & compatibility

Free; a design-guidance skill with no external services or API keys.

Capabilities
ui design · frontend styling · design critique
Use cases
ui design · web design · frontend
Pricing
Free
From the docs

What frontend-design says it does

This skill guides creation of distinctive, production-grade frontend interfaces that avoid generic "AI slop" aesthetics.
SKILL.md
NEVER use generic AI-generated aesthetics like overused font families (Inter, Roboto, Arial, system fonts)
SKILL.md
npx skills add https://github.com/bighardperson/computer-science-skills-collection --skill frontend-design

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Listed on Skillselion
Installs8
repo stars33
Last updatedApril 26, 2026
Repositorybighardperson/computer-science-skills-collection

What it does

Build distinctive, production-grade web components and pages with a bold, cohesive aesthetic that avoids generic AI design.

Who is it for?

Giving web UIs a strong, intentional aesthetic point of view instead of default templates.

Skip if: Backend logic, data, or non-visual engineering work.

When should I use this skill?

The user asks to build or style a web component, page, landing page, dashboard, or application.

What you get

  • Production-grade, aesthetically distinctive frontend code

By the numbers

  • 5 aesthetics guideline areas: typography, color, motion, composition, backgrounds

Files

SKILL.mdMarkdownGitHub ↗

This skill guides creation of distinctive, production-grade frontend interfaces that avoid generic "AI slop" aesthetics. Implement real working code with exceptional attention to aesthetic details and creative choices.

The user provides frontend requirements: a component, page, application, or interface to build. They may include context about the purpose, audience, or technical constraints.

Design Thinking

Before coding, understand the context and commit to a BOLD aesthetic direction:

  • Purpose: What problem does this interface solve? Who uses it?
  • Tone: Pick an extreme: brutally minimal, maximalist chaos, retro-futuristic, organic/natural, luxury/refined, playful/toy-like, editorial/magazine, brutalist/raw, art deco/geometric, soft/pastel, industrial/utilitarian, etc. There are so many flavors to choose from. Use these for inspiration but design one that is true to the aesthetic direction.
  • Constraints: Technical requirements (framework, performance, accessibility).
  • Differentiation: What makes this UNFORGETTABLE? What's the one thing someone will remember?

CRITICAL: Choose a clear conceptual direction and execute it with precision. Bold maximalism and refined minimalism both work - the key is intentionality, not intensity.

Then implement working code (HTML/CSS/JS, React, Vue, etc.) that is:

  • Production-grade and functional
  • Visually striking and memorable
  • Cohesive with a clear aesthetic point-of-view
  • Meticulously refined in every detail

Frontend Aesthetics Guidelines

Focus on:

  • Typography: Choose fonts that are beautiful, unique, and interesting. Avoid generic fonts like Arial and Inter; opt instead for distinctive choices that elevate the frontend's aesthetics; unexpected, characterful font choices. Pair a distinctive display font with a refined body font.
  • Color & Theme: Commit to a cohesive aesthetic. Use CSS variables for consistency. Dominant colors with sharp accents outperform timid, evenly-distributed palettes.
  • Motion: Use animations for effects and micro-interactions. Prioritize CSS-only solutions for HTML. Use Motion library for React when available. Focus on high-impact moments: one well-orchestrated page load with staggered reveals (animation-delay) creates more delight than scattered micro-interactions. Use scroll-triggering and hover states that surprise.
  • Spatial Composition: Unexpected layouts. Asymmetry. Overlap. Diagonal flow. Grid-breaking elements. Generous negative space OR controlled density.
  • Backgrounds & Visual Details: Create atmosphere and depth rather than defaulting to solid colors. Add contextual effects and textures that match the overall aesthetic. Apply creative forms like gradient meshes, noise textures, geometric patterns, layered transparencies, dramatic shadows, decorative borders, custom cursors, and grain overlays.

NEVER use generic AI-generated aesthetics like overused font families (Inter, Roboto, Arial, system fonts), cliched color schemes (particularly purple gradients on white backgrounds), predictable layouts and component patterns, and cookie-cutter design that lacks context-specific character.

Interpret creatively and make unexpected choices that feel genuinely designed for the context. No design should be the same. Vary between light and dark themes, different fonts, different aesthetics. NEVER converge on common choices (Space Grotesk, for example) across generations.

IMPORTANT: Match implementation complexity to the aesthetic vision. Maximalist designs need elaborate code with extensive animations and effects. Minimalist or refined designs need restraint, precision, and careful attention to spacing, typography, and subtle details. Elegance comes from executing the vision well.

Remember: Claude is capable of extraordinary creative work. Don't hold back, show what can truly be created when thinking outside the box and committing fully to a distinctive vision.

Related skills

FAQ

What does frontend-design help avoid?

Generic AI aesthetics like overused fonts (Inter, Roboto, Arial), purple-gradient-on-white schemes, and predictable layouts.

How does it approach a design?

It first commits to a bold aesthetic direction, then implements production-grade code refined across typography, color, motion, and layout.

Design & UI/UXuibranding

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