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5dlabs

frontend-design

by 5dlabs

Cognitive Task Orchestrator - GitOps on Bare Metal or Cloud for AI Agents

2🍴 1📅 Jan 25, 2026

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:

DirectionCharacteristics
Brutally minimalSparse, lots of white space, typography-focused
Maximalist chaosLayered, dense, many visual elements
Retro-futuristicNeon, grids, tech-inspired
Organic/naturalFlowing shapes, earth tones, texture
Luxury/refinedElegant typography, subtle animations, premium feel
Playful/toy-likeBright colors, rounded shapes, bouncy animations
Editorial/magazineStrong typography hierarchy, dramatic imagery
Brutalist/rawExposed structure, monospace fonts, raw aesthetic
Art deco/geometricAngular shapes, gold accents, symmetry
Industrial/utilitarianFunctional, 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

AvoidWhy
InterOverused default, signals "I didn't think about fonts"
RobotoSame problem
ArialGeneric system font
System fonts stackLazy default
Space GroteskBecoming the new "AI default"

Instead: Choose distinctive, characterful fonts. Pair a unique display font with a refined body font.

Clichéd Color Schemes

AvoidWhy
Purple gradients on whiteTHE classic AI aesthetic
Blue-to-purple gradientsOverused in tech
Generic "startup" palettesTeal + coral + white
Evenly distributed pastel palettesTimid, no hierarchy

Instead: Commit to a dominant color with sharp accents. Create visual hierarchy through color weight.

Predictable Layouts

AvoidWhy
Center-aligned everythingSignals "I used a template"
Symmetric gridSafe but forgettable
Hero + 3-column features + footerThe AI landing page
Cookie-cutter card gridsGeneric 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:

AestheticImplementation
Maximalist/dramaticElaborate code, extensive animations, many effects
Minimalist/refinedRestraint, 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

65/100

Based on repository quality metrics

SKILL.md

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0/10
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GitHub Stars 100以上

0/15
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1ヶ月以内に更新

+10
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10回以上フォークされている

0/5
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オープンIssueが50未満

+5
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+5
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+5

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