
frontend-design
by 5dlabs
Cognitive Task Orchestrator - GitOps on Bare Metal or Cloud for AI Agents
SKILL.md
name: frontend-design description: Create distinctive, production-grade frontend interfaces with high design quality. Use when building UI components, pages, or applications to avoid generic AI aesthetics. agents: [blaze, tap, spark] triggers: [design, ui, aesthetic, beautiful, distinctive, frontend, component, page]
Frontend Design Excellence
Create distinctive, production-grade frontend interfaces that avoid generic "AI slop" aesthetics.
Core Philosophy
Bold intentionality beats safe defaults.
The key is making a clear conceptual choice and executing it with precision. Both maximalism and minimalism work—the key is intentionality, not intensity.
Design Thinking Process
Before coding, commit to a BOLD aesthetic direction:
1. Understand Context
- Purpose: What problem does this interface solve?
- Audience: Who uses it? What do they expect?
- Constraints: Performance, accessibility, framework requirements
2. Choose an Aesthetic Direction
Pick an EXTREME, not a middle ground:
| Direction | Characteristics |
|---|---|
| Brutally minimal | Sparse, lots of white space, typography-focused |
| Maximalist chaos | Layered, dense, many visual elements |
| Retro-futuristic | Neon, grids, tech-inspired |
| Organic/natural | Flowing shapes, earth tones, texture |
| Luxury/refined | Elegant typography, subtle animations, premium feel |
| Playful/toy-like | Bright colors, rounded shapes, bouncy animations |
| Editorial/magazine | Strong typography hierarchy, dramatic imagery |
| Brutalist/raw | Exposed structure, monospace fonts, raw aesthetic |
| Art deco/geometric | Angular shapes, gold accents, symmetry |
| Industrial/utilitarian | Functional, monochrome, purposeful |
3. Define the Memorable Element
What's the ONE thing someone will remember about this interface?
What to NEVER Do (AI Slop Indicators)
Generic Font Choices
| Avoid | Why |
|---|---|
| Inter | Overused default, signals "I didn't think about fonts" |
| Roboto | Same problem |
| Arial | Generic system font |
| System fonts stack | Lazy default |
| Space Grotesk | Becoming the new "AI default" |
Instead: Choose distinctive, characterful fonts. Pair a unique display font with a refined body font.
Clichéd Color Schemes
| Avoid | Why |
|---|---|
| Purple gradients on white | THE classic AI aesthetic |
| Blue-to-purple gradients | Overused in tech |
| Generic "startup" palettes | Teal + coral + white |
| Evenly distributed pastel palettes | Timid, no hierarchy |
Instead: Commit to a dominant color with sharp accents. Create visual hierarchy through color weight.
Predictable Layouts
| Avoid | Why |
|---|---|
| Center-aligned everything | Signals "I used a template" |
| Symmetric grid | Safe but forgettable |
| Hero + 3-column features + footer | The AI landing page |
| Cookie-cutter card grids | Generic pattern |
Instead: Use asymmetry, overlap, diagonal flow, grid-breaking elements, or generous negative space.
What to DO
Typography
- Choose fonts that are beautiful, unique, and interesting
- Pair a distinctive display font with a refined body font
- Create strong typographic hierarchy
- Consider custom letter-spacing and line-height
Color & Theme
- Commit to a cohesive aesthetic
- Use CSS variables for consistency
- Dominant colors with sharp accents > timid, even palettes
- Consider dark/light as a design choice, not just a toggle
Motion & Animation
- Focus on high-impact moments: one well-orchestrated page load > scattered micro-interactions
- Use staggered reveals with
animation-delay - Scroll-triggered animations that surprise
- Hover states that delight
- Prefer CSS-only for HTML; use Motion/Framer for React
Spatial Composition
- Embrace asymmetry
- Use overlap and layering
- Consider diagonal flow
- Add grid-breaking elements
- Generous negative space OR controlled density (choose one)
Backgrounds & Details
Create atmosphere rather than defaulting to solid colors:
- Gradient meshes
- Noise textures
- Geometric patterns
- Layered transparencies
- Dramatic shadows
- Decorative borders
- Custom cursors
- Grain overlays
Implementation Complexity
Match implementation to aesthetic vision:
| Aesthetic | Implementation |
|---|---|
| Maximalist/dramatic | Elaborate code, extensive animations, many effects |
| Minimalist/refined | Restraint, precision, careful spacing, subtle details |
Elegance comes from executing the vision well, not from complexity itself.
Quick Reference Checklist
Before submitting UI code:
Fonts
- NOT using Inter, Roboto, Arial, or Space Grotesk
- Font choice is intentional and distinctive
- Typography hierarchy is clear
Colors
- NOT using purple gradient on white
- Color scheme has clear hierarchy (dominant + accent)
- Theme is cohesive and intentional
Layout
- NOT using generic center-aligned template
- Layout has visual interest (asymmetry, overlap, or intentional symmetry)
- Spacing is generous OR dense (not timid)
Polish
- At least one memorable animation or interaction
- Background has depth (not just solid color)
- Details match the chosen aesthetic direction
The Bottom Line
"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."
No design should be the same. Vary between light and dark, different fonts, different aesthetics. NEVER converge on common choices across generations.
Score
Total Score
Based on repository quality metrics
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Reviews
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