What problem does it solve?
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.
Input Types & Workflows
When User Provides Screenshot/Image/Design Reference
MANDATORY workflow for screenshot/image/design inputs:
-
Extract Design Guidelines using ./references/design-extraction-overview.md:
- Analyze screenshot/image with ai-multimodal skill
- Extract: colors (hex codes), typography (fonts, sizes, weights), spacing scale, layout patterns, visual hierarchy
- Document findings in project
docs/design-guidelines/extracted-design.md
- See
./references/extraction-prompts.md for comprehensive analysis prompts
-
Implement Code following extracted guidelines:
- Use exact colors from extraction (hex codes)
- Match typography specifications (fonts, sizes, weights, line-heights)
- Replicate layout structure and spacing system
- Maintain visual hierarchy and component patterns
- Preserve aesthetic direction and mood
-
Verify Quality using ./references/visual-analysis-overview.md:
- Compare implementation to original screenshot
- Check color accuracy, spacing consistency, typography matching
- Ensure all design elements preserved
Important: Do NOT skip to implementation. Extract design guidelines FIRST, then code.
When Building from Scratch (No Screenshot Provided)
Follow "Design Thinking" process below to create original design.
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 (Use
anime.js for animations: ./references/animejs.md). 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.
- Visual Assets: Use
ai-multimodal skills to generate the assets and media-processing skill to remove the background of generated assets if needed
Working with Visual Asse