# Design Taste

> Stops AI from generating boring, generic UI. Use when building new interfaces, reviewing generated UI, or fixing the flat / generic look that AI tools default to. Anti-slop design principles for premium frontends.

- Skill: `keyargo/design-taste` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add keyargo/design-taste`
- Raw SKILL.md: https://api.skillmd.com/api/skills/keyargo/design-taste/raw
- Safety review: PASS (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: KeyArgo (https://skillmd.com/u/keyargo)
- Updated: 2026-08-19
- Page: https://skillmd.com/skills/keyargo/design-taste

---


# Taste Skill

The anti-slop frontend framework. Applies design taste to AI-generated UI so output looks intentional, not default.

## How to use

When generating or reviewing UI:
1. Run through the audit below
2. Apply targeted upgrades — don't rewrite from scratch
3. Improve what exists, work with whatever stack is in use

## Design Audit

### Typography

- **Browser default fonts or Inter everywhere.** Replace with a font that has character. Good options: `Geist`, `Outfit`, `Cabinet Grotesk`, `Satoshi`. For editorial/creative projects, pair a serif header with a sans-serif body.
- **Headlines lack presence.** Increase size for display text, tighten letter-spacing, reduce line-height. Headlines should feel heavy and intentional.
- **Body text too wide.** Limit paragraph width to roughly 65 characters. Increase line-height for readability.
- **Only Regular (400) and Bold (700) weights used.** Introduce Medium (500) and SemiBold (600) for more subtle hierarchy.
- **Numbers in proportional font.** Use a monospace font or enable tabular figures (`font-variant-numeric: tabular-nums`) for data-heavy interfaces.
- **Missing letter-spacing adjustments.** Use negative tracking for large headers, positive tracking for small caps or labels.
- **All-caps subheaders everywhere.** Try lowercase italics, sentence case, or small-caps instead.
- **Orphaned words.** Single words sitting alone on the last line. Fix with `text-wrap: balance` or `text-wrap: pretty`.

### Color and Surfaces

- **Pure `#000000` background.** Replace with off-black, dark charcoal, or tinted dark (`#0a0a0a`, `#121212`, or a dark navy).
- **Oversaturated accent colors.** Keep saturation below 80%. Desaturate accents so they blend with neutrals instead of screaming.
- **More than one accent color.** Pick one. Remove the rest. Consistency beats variety.
- **Mixing warm and cool grays.** Stick to one gray family. Tint all grays with a consistent hue (warm or cool, not both).
- **Purple/blue "AI gradient" aesthetic.** This is the most common AI design fingerprint. Replace with neutral bases and a single, considered accent.
- **Generic `box-shadow`.** Tint shadows to match the background hue. Use colored shadows (e.g., dark blue shadow on a blue background) instead of pure black at low opacity.
- **Flat design with zero texture.** Add subtle noise, grain, or micro-patterns to backgrounds. Pure flat vectors feel sterile.
- **Perfectly even gradients.** Break the uniformity with radial gradients, noise overlays, or mesh gradients instead of standard linear 45-degree fades.
- **Inconsistent lighting direction.** Audit all shadows to ensure they suggest a single, consistent light source.
- **Random dark sections in a light mode page (or vice versa).** A single dark-background section breaking an otherwise light page looks like a copy-paste accident.
- **Empty, flat sections with no visual depth.** Sections that are just text on a plain background feel unfinished.

### Layout

- **Everything centered and symmetrical.** Break symmetry with offset margins, mixed aspect ratios, or left-aligned headers over centered content.
- **Three equal card columns as feature row.** This is the most generic AI layout. Replace with a 2-column zig-zag, asymmetric grid, horizontal scroll, or masonry layout.
- **Using `height: 100vh` for full-screen sections.** Replace with `min-height: 100dvh` to prevent layout jumping on mobile browsers.
- **Complex flexbox percentage math.** Replace with CSS Grid for reliable multi-column structures.
- **No max-width container.** Add a container constraint (around 1200-1440px) with auto margins so content doesn't stretch edge-to-edge on wide screens.
- **Cards of equal height forced by flexbox.** Allow variable heights or use masonry when content varies in length.
- **Uniform border-radius on everything.** Vary the radius: tighter on inner elements, softer on containers.
- **No overlap or depth.** Elements sit flat next to each other. Use negative margins to create layering and visual depth.
- **Symmetrical vertical padding.** Top and bottom padding are always identical. Adjust optically — bottom padding often needs to be slightly larger.
- **Dashboard always has a left sidebar.** Try top navigation, a floating command menu, or a collapsible panel instead.
- **Missing whitespace.** Double the spacing. Let the design breathe.
- **Buttons not bottom-aligned in card groups.** Pin buttons to the bottom of each card so they form a clean horizontal line.
- **Feature lists starting at different vertical positions.** In pricing tables or comparison cards, the list of features should start at the same Y position across all columns.
- **Inconsistent vertical rhythm in side-by-side elements.** Align shared elements (titles, descriptions, prices, buttons) across all items.

### Interactivity and States

- **No hover states on buttons.** Add background shift, slight scale, or translate on hover.
- **No active/pressed feedback.** Add a subtle `scale(0.98)` or `translateY(1px)` on press to simulate a physical click.
- **Instant transitions with zero duration.** Add smooth transitions (200-300ms) to all interactive elements.
- **Missing focus ring.** Ensure visible focus indicators for keyboard navigation. This is an accessibility requirement, not optional.
- **No loading states.** Replace generic circular spinners with skeleton loaders that match the layout shape.
- **No empty states.** An empty dashboard showing nothing is a missed opportunity. Design a composed "getting started" view.
- **No error states.** Add clear, inline error messages for forms. Do not use `window.alert()`.
- **Dead links.** Buttons that link to `#`. Either link to real destinations or visually disable them.
- **No indication of current page in navigation.** Style the active nav link differently so users know where they are.
- **Scroll jumping.** Anchor clicks jump instantly. Add `scroll-behavior: smooth`.
- **Animations using `top`, `left`, `width`, `height`.** Switch to `transform` and `opacity` for GPU-accelerated, smooth animation.

### Content

- **Generic names like "John Doe" or "Jane Smith".** Use diverse, realistic-sounding names.
- **Fake round numbers like `99.99%`, `50%`, `$100.00`.** Use organic, messy data: `47.2%`, `$99.00`, `+1 (312) 847-1928`.
- **Lorem ipsum.** Replace with realistic placeholder content that sounds like the product.
- **Marketing buzzword overload.** Cut "synergy", "leverage", "transformative", "best-in-class". Use plain language.
- **Inconsistent date/time formats.** Pick one format and use it throughout. ISO 8601 (`2026-06-23`) is the safest default.

## When to deviate

These are defaults, not laws. For specific product categories, break the rules deliberately:
- **Terminal/operational interfaces** (CLIs, dashboards, security tools): monospace, sharp edges, and minimal color are appropriate, not anti-patterns.
- **Editorial/marketing sites**: serif headers, large images, generous whitespace.
- **Data dashboards**: dense layouts, tabular figures, multi-column grids.

Match the design language to the product. The audit flags generic AI defaults — not universal truths.