frontend-design-taste

name	frontend-design-taste
description	Build distinctive frontends that avoid generic AI aesthetics. Provides anti-slop enforcement, variance dials, art direction archetypes, creative arsenal, and performance guardrails. Use when creating new landing pages, UI components, design systems, or when the user says "make it look good", "design direction", "avoid generic", "art direction", or "design taste."

Frontend Design Taste — Anti-Slop Framework

Adapted from tasteskill.dev and Kevin's design wiki. For Sigil projects, also read .cursor/rules/taste-enforcement.mdc which enforces these rules at the Cursor level.

The Problem

LLMs default to the center of their training data: Inter font, generic card grids, blue accent, minimal animation, centered hero, blur blobs. The fix is not better prompting — it is providing a real design system with tokens, variance dials, explicit creative direction, and hard-banned patterns.

Variance Dials

Three numbers drive all downstream decisions. Defaults shown below — adapt dynamically based on user requests.

DESIGN_VARIANCE:  8  (1=Perfect Symmetry, 10=Artsy Chaos)
MOTION_INTENSITY: 6  (1=Static, 10=Cinematic)
VISUAL_DENSITY:   4  (1=Art Gallery, 10=Cockpit)

DESIGN_VARIANCE

• 1-3: Flexbox justify-center, strict 12-column symmetrical grids, equal paddings.
• 4-7: Overlapping margins (-mt-8), varied image aspect ratios, left-aligned headers over center-aligned data.
• 8-10: Masonry, CSS Grid with fractional units (2fr 1fr 1fr), massive empty zones (pl-[20vw]).
• MOBILE OVERRIDE: Levels 4-10 MUST collapse to single-column (w-full px-4 py-8) below md:.

MOTION_INTENSITY

• 1-3: No automatic animations. CSS :hover and :active only.
• 4-7: Fluid CSS transitions with cubic-bezier(0.16, 1, 0.3, 1). Cascade animation-delay for load-ins. Only transform and opacity.
• 8-10: Scroll-triggered reveals, parallax, spring physics via Motion hooks. Never window.addEventListener('scroll').

VISUAL_DENSITY

• 1-3: Art gallery. Huge section gaps. Expensive and clean.
• 4-7: Standard web app spacing.
• 8-10: Cockpit. Tiny paddings. No card boxes; border-t / divide-y only. font-mono for all numbers.

Before Generating UI

1. Read ~/Documents/GitHub/kevin-wiki/wiki/design/design-system.md for current tokens
2. Read ~/Documents/GitHub/kevin-wiki/wiki/design/aesthetic-systems.md for archetypes
3. Choose an archetype (see below) before writing any component code
4. Lock the six style variables
5. If in a Sigil project: read .cursor/rules/taste-enforcement.mdc

Five Archetypes

1. Premium AI B2B

Mood: confident, expensive, quiet, precise. Palette: warm white or carbon base, one deep accent, one signal color. Type: strong sans + restrained display + mono for labels. Motion: subtle reveals, one morphing hero motif.

2. Editorial Devtool

Mood: intelligent, technical, fast, exact. Palette: paper or off-black, one electrical accent. Type: sharp grotesk + mono for labels. Motion: layout reveals, crossfades, cursor/figure markers.

3. Architectural Blueprint

Mood: schematic, conceptual, exacting. Palette: off-white, deep ink, cobalt/cyan. Type: precise sans + mono annotations. Motion: line draws, panel reveals, depth via layering.

4. Cinematic 3D

Mood: immersive, sculpted, atmospheric, slower. Palette: shadow-heavy neutrals, two light temps max. Motion: camera drift, pointer parallax, idle loops.

5. Neo-Brutalist / Experimental

Mood: blunt, memorable, anti-corporate, loud. Palette: black/white + one aggressive accent. Motion: abrupt, fast transitions, type movement, no syrupy easing.

Style Variables to Lock First

Variable	Options
Contrast level	low / medium / high
Depth level	flat / layered / scene-led
Type voice	engineered / editorial / luxurious / brutal
Surface finish	paper / glass / metal / grain / plastic / shader
Motion appetite	restrained / assertive / theatrical
Density	open / balanced / packed

Banned Patterns (Hard Failures)

Visual & Layout

• Centered hero + blur blobs (when DESIGN_VARIANCE > 4)
• 3 equal cards in a row for feature sections
• h-screen (use min-h-[100dvh])
• Flexbox percentage math — use CSS Grid
• Neon/outer glows via default box-shadow
• Pure #000000 for backgrounds or text
• Oversaturated accents
• Gradients with no material logic
• Glassmorphism on white for no reason
• Fake 3D from stacking drop shadows
• Pill buttons everywhere with no hierarchy
• Custom mouse cursors (outdated, hurts a11y)
• Excessive gradient text on large headers

Typography

• Inter / Roboto / Open Sans as primary typeface
• Serif fonts on dashboards or software UI
• Oversized H1s that scream instead of communicating hierarchy
• More than three font families

Content

• Generic names: "John Doe", "Sarah Chan", "Acme Corp"
• Generic avatars: SVG egg icons, Lucide user placeholders
• Fake round numbers: 99.99%, 50%, 1234567
• Startup slop: "Nexus", "SmartFlow", "SynergyAI"
• AI clichés: "Elevate", "Seamless", "Unleash", "Next-Gen", "Game-changer", "Delve"
• Lorem ipsum in visible UI
• Emojis in code, markup, headings, or alt text
• Unsplash links — use picsum.photos/seed/{context}/W/H
• Generic Lucide/Feather icons — use Phosphor (Bold/Fill) or Radix

Required UI States

Every interactive component must implement:

State	Rule
Loading	Skeletal loaders matching layout dimensions
Empty	Composed empty state explaining how to populate
Error	Inline error reporting
Active/Pressed	-translate-y-[1px] or scale-[0.98] tactile feedback
Hover	Meaningful change, not just opacity

Design Engineering Directives

Typography

• Display/Headlines: text-4xl md:text-6xl tracking-tighter leading-none. Use Geist, Outfit, Cabinet Grotesk, or Satoshi for premium vibes.
• Body: text-base text-[var(--s-text-secondary)] leading-relaxed max-w-[65ch].
• Color: Never absolute #000000. Use off-black via token var(--s-text). Secondary text via var(--s-text-muted).

Color

• Max 1 accent color. Saturation < 80%.
• Stick to one palette for the entire output. No warm/cool gray mix within a project.
• In Sigil: all colors via var(--s-*) tokens, OKLCH authored.

Materiality & Shadows

• Cards ONLY when elevation communicates hierarchy. When shadow is used, tint it to background hue.
• For VISUAL_DENSITY > 7: cards banned. Use border-t, divide-y, or negative space.

Forms

• Label above input. Helper text optional. Error text below. gap-2 between input blocks.

Creative Proactivity (Anti-Slop Implementation)

Liquid Glass (when glassmorphism IS justified)

Beyond backdrop-blur: add border-white/10 inner border + shadow-[inset_0_1px_0_rgba(255,255,255,0.1)] for physical edge refraction.

Magnetic Hover (MOTION_INTENSITY > 5)

Buttons pull toward cursor. NEVER use useState. Use Motion useMotionValue + useTransform outside the React render cycle.

Perpetual Micro-Interactions (MOTION_INTENSITY > 5)

Breathing status dots, typewriter effects, float animations, shimmer, carousels. Spring physics always: type: "spring", stiffness: 100, damping: 20.

Layout Transitions

Use Motion layout and layoutId for smooth reordering, resizing, shared element transitions.

Staggered Orchestration

Never mount lists or grids instantly. staggerChildren (Motion) or CSS animation-delay: calc(var(--index) * 80ms). Parent variants and children MUST be in the same Client Component tree.

Creative Arsenal

Pull from these when building — never default to generic UI.

Hero Variants

• Asymmetric: text left/right, background with stylistic fade
• Split screen 50/50
• Curtain reveal on scroll
• Text mask reveal (typography as window to video background)

Navigation

• Mac OS Dock magnification
• Magnetic buttons
• Dynamic Island (pill that morphs for status)
• Mega menu reveal with stagger-fade
• Contextual radial menu at click coordinates

Layout & Grids

• Bento Grid (asymmetric tiles)
• Masonry (staggered, no fixed row heights)
• Split screen scroll (halves sliding opposite on scroll)
• Horizontal scroll hijack

Cards & Containers

• Parallax tilt card (3D tracking mouse)
• Spotlight border card (border illuminates under cursor)
• Holographic foil card (iridescent reflections on hover)
• Morphing modal (button expands into dialog)

Scroll Animations

• Sticky scroll stack (cards stack over each other)
• Zoom parallax (background zooms with scroll)
• Scroll progress path (SVG draws as user scrolls)
• Locomotive scroll sequence (framerate tied to scrollbar)

Typography Effects

• Kinetic marquee (text bands reverse on scroll)
• Text scramble effect (Matrix-style decode on load/hover)
• Circular text path (spinning)
• Gradient stroke animation

Micro-Interactions

• Particle explosion button on success
• Skeleton shimmer loading
• Directional hover-aware button fill
• Ripple click effect
• Animated SVG line drawing
• Mesh gradient background

Performance Guardrails

• Hardware acceleration only. Animate transform and opacity. Never top, left, width, height.
• Grain/noise on fixed inset-0 pointer-events-none, never scrolling containers.
• Perpetual animations isolated in React.memo "use client" leaf components.
• will-change: transform only on active animations, removed after.
• Z-index: systemic layers only (navbar, modal, overlay).
• useEffect cleanup: every animation effect returns a cleanup function.
• Scroll: IntersectionObserver, never window.addEventListener('scroll').
• Never mix GSAP/Three.js with Motion in the same component tree. Motion for UI; GSAP/Three for isolated scroll sequences or canvas backgrounds.

Dependency Verification

Before importing ANY library, check package.json. If missing, output the install command before providing code.

RSC Safety

• Default to Server Components.
• Interactive UI extracted as "use client" leaf components.
• Check Tailwind version in package.json — don't use v4 syntax in v3.
• For v4: @tailwindcss/postcss or Vite plugin, never tailwindcss in postcss.config.js.

Output Completeness

Every generation is production-critical. Banned:

• // ..., // rest of code, // TODO, // implement here
• "Let me know if you want me to continue", "for brevity"
• Skeletons when full implementation was requested

When approaching limits, write at full quality to a clean breakpoint:

[PAUSED — X of Y complete. Send "continue" to resume from: next section]

Token Architecture (for Sigil projects)

Three layers: primitive (color.gray.950, space.4), semantic (color.surface.page, motion.duration.fast), component (only when needed: button.primary.bg).

Transport: Tailwind CSS v4 @theme + runtime CSS variables + OKLCH.

All visual properties MUST reference var(--s-*) tokens. Hardcoded hex, px, font names, shadow classes, and duration values are banned.

Frontier Stack 2026

Layer	Tool
Tokens & styling	Tailwind CSS v4 @theme, OKLCH
Component motion	Motion (Framer Motion)
Scroll storytelling	GSAP + ScrollTrigger
3D scenes	React Three Fiber + drei
Shader-first	OGL, custom GLSL/WGSL
App transitions	React startTransition, <ViewTransition>

Workflow

1. Choose archetype from the five above
2. Lock the six style variables
3. Set variance dials (or accept defaults: 8, 6, 4)
4. Define/verify tokens (primitive → semantic → component)
5. Provide: archetype name, token file, 2-3 reference URLs, explicit anti-patterns
6. Build components. The direction compounds.

Pre-Flight Taste Check

• No banned visual patterns
• No generic names, numbers, or placeholder content
• No AI copywriting clichés
• Loading, empty, and error states implemented
• Spring physics for interactive animations
• Staggered reveals on lists and grids
• Interactive animations isolated in leaf components
• Mobile collapse for high-variance layouts
• No h-screen — only min-h-[100dvh]
• Token variables used throughout
• Dependency verification done