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design-excellence

Provides concrete design rules and anti-patterns to make AI-generated UIs look professionally crafted. Focuses on color restraint, typography, spacing, and subtle animations to avoid the 'AI-made' look. Includes a checklist for systematic review.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
75
Hot score
93
Updated
March 20, 2026
Overall rating
A8.3
Composite score
7.3
Best-practice grade
B81.2

Install command

npx @skill-hub/cli install wasintoh-toh-framework-design-excellence
ui-designdesign-systemfrontendcode-reviewaesthetics

Repository

wasintoh/toh-framework

Skill path: src/skills/design-excellence

Provides concrete design rules and anti-patterns to make AI-generated UIs look professionally crafted. Focuses on color restraint, typography, spacing, and subtle animations to avoid the 'AI-made' look. Includes a checklist for systematic review.

Open repository

Best for

Primary workflow: Design Product.

Technical facets: Designer, Frontend, Data / AI.

Target audience: Frontend developers and designers building UIs with AI assistance who want to avoid generic, template-like results..

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: wasintoh.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install design-excellence into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/wasintoh/toh-framework before adding design-excellence to shared team environments
  • Use design-excellence for design workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 1.

Sub-skills: 0.

Aggregator: No.

Original source / Raw SKILL.md

---
name: design-excellence
description: >
  Design system and anti-patterns for professional UI. Ensures apps don't look 
  "AI generated". Defines color palettes, typography, spacing, animations, and 
  common anti-patterns to avoid. Used by Design Reviewer sub-agent to polish UI.
  Triggers: design review, polish UI, improve aesthetics, looks like AI made it,
  design system, style guide, make it beautiful.
---

# Design Excellence

Make AI-built apps look human-crafted. No generic templates. No obvious patterns.

<core_principle>
## The Craft Standard

If someone can tell it was AI-generated, we failed.

Good design is invisible. Users should feel the app is professional,
not notice it follows a template.
</core_principle>

<color_system>
## Color Philosophy

### The Problem with AI Color Choices
AI tends to pick:
- Purple gradients on white (Lovable default look)
- Overly saturated accent colors
- Too many colors in one interface
- Gradients where solid colors work better

### Our Approach: Restraint

**Base Palette (Default)**
```css
/* Use Tailwind's slate scale for neutrals */
--background: slate-50       /* Page background */
--surface: white             /* Cards, modals */
--border: slate-200          /* Dividers, borders */
--text-primary: slate-900    /* Headlines */
--text-secondary: slate-600  /* Body text */
--text-muted: slate-400      /* Placeholders, hints */
```

**Accent Colors (Pick ONE per app)**
```css
/* Default: Blue (professional, trustworthy) */
--accent: blue-600
--accent-hover: blue-700
--accent-light: blue-50

/* Alternative by app type: */
/* Finance/Banking → Green (money) */
/* Health/Wellness → Teal (calm) */
/* Food/Restaurant → Orange (appetite) */
/* Creative/Design → Purple (creativity) */
/* Urgent/Alert → Red (attention) */
```

**Rules**
1. ONE accent color per app, no exceptions
2. Use accent sparingly - buttons, links, highlights only
3. Never gradient on primary buttons
4. Background is white or near-white, not colored
5. Dark mode: invert properly, don't just make it gray
</color_system>

<typography_system>
## Typography Rules

### The Font Stack
```css
/* Don't specify Inter everywhere - use system fonts */
font-family: ui-sans-serif, system-ui, -apple-system, BlinkMacSystemFont, 
  "Segoe UI", Roboto, "Helvetica Neue", Arial, sans-serif;

/* This looks native on every platform */
```

### Type Scale (Tailwind classes)
```
Page Title:     text-2xl font-semibold   (24px)
Section Title:  text-lg font-medium      (18px)
Card Title:     text-base font-medium    (16px)
Body:           text-sm                  (14px)
Small/Caption:  text-xs text-slate-500   (12px)
```

### Anti-Patterns
❌ Don't use `font-bold` on everything
❌ Don't mix too many font sizes in one card
❌ Don't use ALL CAPS for long text
❌ Don't center-align body paragraphs
❌ Don't use pure black (#000) - use slate-900

### Good Patterns
✅ Headlines: semibold or medium, never regular
✅ Body: regular weight, good line-height (1.5-1.6)
✅ Keep hierarchy: max 3 sizes per component
✅ Left-align most text (except headings in centered layouts)
</typography_system>

<spacing_system>
## Spacing & Layout

### Spacing Scale
Use Tailwind's default scale consistently:
```
4   (1rem/16px)  - Small gaps, inline elements
6   (1.5rem/24px) - Medium gaps, between components
8   (2rem/32px)  - Large gaps, between sections
12  (3rem/48px)  - XL gaps, page sections
```

### Page Layout
```tsx
// Standard page container
<div className="p-4 md:p-6 lg:p-8">
  {/* Page title */}
  <h1 className="text-2xl font-semibold mb-6">Dashboard</h1>
  
  {/* Content sections with consistent spacing */}
  <section className="mb-8">
    {/* Section content */}
  </section>
</div>
```

### Card Internal Spacing
```tsx
<Card>
  <CardHeader className="pb-4">  {/* Reduce default padding */}
    <CardTitle>Title</CardTitle>
  </CardHeader>
  <CardContent className="space-y-4">
    {/* Content with vertical gaps */}
  </CardContent>
</Card>
```

### Anti-Patterns
❌ Inconsistent padding (p-3 here, p-5 there)
❌ Too little whitespace (cramped feel)
❌ Too much whitespace (disconnected feel)
❌ Different gap sizes for same-level elements
</spacing_system>

<animation_system>
## Motion & Animation

### Philosophy
Animation should:
- Feel natural, not flashy
- Provide feedback, not distraction
- Be fast (150-300ms), not slow
- Be subtle, not dramatic

### Standard Transitions
```tsx
// Hover states - use transition-colors or transition-all
<div className="transition-colors hover:bg-slate-50">

// Card hover - subtle lift
<Card className="transition-shadow hover:shadow-md">

// Button hover - built into shadcn, don't override
<Button>Already animated</Button>
```

### Framer Motion Patterns
```tsx
// Page transitions
<motion.div
  initial={{ opacity: 0, y: 20 }}
  animate={{ opacity: 1, y: 0 }}
  transition={{ duration: 0.3 }}
>

// List stagger
<motion.div
  variants={{
    hidden: { opacity: 0 },
    show: {
      opacity: 1,
      transition: { staggerChildren: 0.1 }
    }
  }}
  initial="hidden"
  animate="show"
>
  {items.map(item => (
    <motion.div
      key={item.id}
      variants={{
        hidden: { opacity: 0, y: 20 },
        show: { opacity: 1, y: 0 }
      }}
    >
      {item.content}
    </motion.div>
  ))}
</motion.div>

// Micro-interaction - button tap
<motion.button whileTap={{ scale: 0.98 }}>
  Click me
</motion.button>
```

### Animation Timing
- Hover effects: 150ms
- Small transitions: 200ms
- Page transitions: 300ms
- Complex animations: 400-500ms max

### Anti-Patterns
❌ Bounce effects (feels cheap)
❌ Slow animations (>500ms feels sluggish)
❌ Animation on every element (overwhelming)
❌ Spinning loaders everywhere (use skeleton instead)
❌ Dramatic entrance animations
</animation_system>

<component_patterns>
## Component Design Patterns

### Cards
```tsx
// Clean card - no excessive decoration
<Card className="bg-white border shadow-sm">
  <CardContent className="p-4">
    {/* Content */}
  </CardContent>
</Card>

// DO NOT: rounded-3xl, heavy shadows, gradient borders
```

### Buttons
```tsx
// Primary action
<Button>Save</Button>

// Secondary action
<Button variant="outline">Cancel</Button>

// Destructive action
<Button variant="destructive">Delete</Button>

// Icon button
<Button variant="ghost" size="icon">
  <Settings className="h-4 w-4" />
</Button>

// DO NOT: gradient buttons, 3D effects, icons in primary buttons (usually)
```

### Forms
```tsx
// Clean form layout
<div className="space-y-4">
  <div className="space-y-2">
    <Label>Name</Label>
    <Input placeholder="Enter name" />
  </div>
  
  <div className="space-y-2">
    <Label>Email</Label>
    <Input type="email" placeholder="[email protected]" />
  </div>
</div>

// DO NOT: inline labels, floating labels (unless requested), icons inside inputs
```

### Tables
```tsx
// Clean table
<Table>
  <TableHeader>
    <TableRow className="bg-slate-50">
      <TableHead>Name</TableHead>
      <TableHead>Status</TableHead>
      <TableHead className="text-right">Actions</TableHead>
    </TableRow>
  </TableHeader>
  <TableBody>
    <TableRow className="hover:bg-slate-50">
      <TableCell>John Smith</TableCell>
      <TableCell><Badge>Active</Badge></TableCell>
      <TableCell className="text-right">
        <Button variant="ghost" size="sm">Edit</Button>
      </TableCell>
    </TableRow>
  </TableBody>
</Table>

// DO NOT: zebra stripes (outdated), heavy borders, centered content
```
</component_patterns>

<anti_patterns_detail>
## AI-Generated Red Flags

### The "Lovable Look" (Avoid)
- Purple/violet as primary color
- Gradient backgrounds on white cards
- Rounded-3xl on everything
- Emoji in headers
- "Welcome back, User! 👋"
- Generic stock-photo-style illustrations

### The "Bootstrap Look" (Avoid)
- Heavy drop shadows
- Rounded pill buttons
- Blue links on everything
- Card decks with equal heights
- Jumbotron-style headers

### The "Material Look" (Avoid, unless requested)
- Floating action buttons
- Raised cards everywhere
- Ripple effects on everything
- Hamburger menu on desktop

### What Makes It Look "Human-Made"

1. **Restraint** - Not every feature is highlighted
2. **Hierarchy** - Clear primary, secondary, tertiary
3. **Whitespace** - Room to breathe
4. **Consistency** - Same patterns repeated
5. **Subtle details** - Tiny touches that don't scream
6. **Real content** - No placeholder text visible
</anti_patterns_detail>

<review_checklist>
## Design Review Checklist

### Color Check
- [ ] Only ONE accent color used
- [ ] No gradients on white backgrounds
- [ ] No pure black text
- [ ] Sufficient contrast for accessibility

### Typography Check
- [ ] Max 3 font sizes per component
- [ ] Proper hierarchy (semibold titles, regular body)
- [ ] No ALL CAPS paragraphs
- [ ] Line height is readable (1.5+)

### Spacing Check
- [ ] Consistent padding throughout
- [ ] Enough whitespace between sections
- [ ] Content doesn't feel cramped
- [ ] Mobile spacing is proportional

### Animation Check
- [ ] Transitions are subtle (150-300ms)
- [ ] No bounce/spring effects
- [ ] Loading uses skeleton, not spinner
- [ ] Hover states provide feedback

### Component Check
- [ ] Cards don't have excessive decoration
- [ ] Buttons follow hierarchy (primary/secondary)
- [ ] Forms are cleanly laid out
- [ ] Tables are readable and interactive

### Final Check
- [ ] Would a user know this is AI-made? (Should be NO)
- [ ] Does it look like a real product? (Should be YES)
- [ ] Is it consistent with modern SaaS apps? (Should be YES)
</review_checklist>
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