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Frontend Design

  • 1.6k installs
  • modelscope.cn

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

frontend-design is an agent skill that converts natural language descriptions into complete, production-ready frontend user interfaces and components using ModelScope AI models.

About

frontend-design is an agent skill that converts natural language descriptions into complete, production-ready frontend user interfaces and components. Builders use it to quickly generate HTML, CSS, Tailwind, React, or Vue code along with accompanying design assets by tapping into the ModelScope model library. It accelerates the transition from idea to tangible interface, allowing solo developers to focus on product logic rather than starting every UI from a blank file. The skill outputs clean, modern designs that follow current best practices for responsiveness and accessibility. It works especially well when paired with agent coding tools that can then refine or integrate the generated code. With nearly one thousand installs, it has become a popular choice for indie builders who want to move faster on visual work without hiring a designer or spending hours in Figma.

  • Generates complete frontend layouts and components from natural language prompts
  • Leverages ModelScope's open-source AI models for design and styling
  • Produces responsive, accessible HTML/CSS/JS or framework-specific code
  • Supports rapid iteration on UI concepts before committing to implementation
  • Integrates directly with Cursor, Claude Code, and other agent editors

Frontend Design by the numbers

  • 1,626 all-time installs (skills.sh)
  • +78 installs in the week ending Aug 4, 2026 (Skillselion tracking)
  • Data as of Aug 4, 2026 (Skillselion catalog sync)
npx skills add https://github.com/modelscope.cn --skill frontend-design

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Listed on Skillselion
Installs1.6k
Repositorymodelscope.cn

What it does

Generate production-ready frontend designs and UI components using AI models from ModelScope.

Who is it for?

Best when you need to generate UI components and page layouts quickly without deep design expertise.

Skip if: Skip if you require pixel-perfect brand compliance or highly custom illustration work that needs a dedicated designer.

When should I use this skill?

When you need to generate or iterate on frontend user interfaces and components from a text description.

What you get

You receive clean, responsive frontend code and component files that can be immediately reviewed, refined, and integrated into your project.

  • HTML/CSS/JS files
  • Component source code
  • Responsive layout variants

By the numbers

  • 968 installs

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

How it compares

Use instead of starting every interface from a blank editor or relying solely on generic UI component libraries.

FAQ

Who is frontend-design for?

frontend-design is for developers and developers who want to generate UI layouts and components rapidly using AI.

When should I use frontend-design?

Use it when you need to create a new dashboard, landing page, form interface, or interactive component from a written description; when iterating on multiple design directions quickly; or when you want to bootstrap the visual layer of a SaaS or agent-based product before writing

Is frontend-design safe to install?

Users should review the Security Audits panel on this page before installing. Like any agent skill, it is recommended to examine the code and understand what model calls and file operations it performs.

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