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gpt-taste

leonxlnx/taste-skill

Elite UX/UI and GSAP motion engineer enforcing award-level design, Python randomization, and strict AIDA structure.

What is gpt-taste?

gpt-taste is a design-focused skill that enforces Awwwards-level frontend engineering standards. It eliminates common LLM design defaults by mandating Python-driven layout randomization, strict AIDA page structure, wide editorial typography, gapless bento grids, advanced GSAP scroll animations, and massive section spacing. Use it when you need production-grade, motion-rich UI that breaks repetitive design patterns.

  • Enforces Python-driven deterministic randomization to prevent repeated layout defaults
  • Applies strict AIDA framework (Attention/Interest/Desire/Action) with cinematic spacing (py-32 md:py-48 between sections)
  • Guarantees 2-3 line hero headings using ultra-wide containers (max-w-5xl to max-w-6xl) to prevent 6-line text wraps
  • Implements gapless bento grids with grid-flow-dense and mathematically verified col-span/row-span interlocking
  • Generates advanced GSAP ScrollTrigger animations including pinning, stacking, scrubbing, and image scale-fade effects
  • Bans cheap design anti-patterns: meta-labels (SECTION 01), emoji, invisible button text, and arbitrary stamp icons

How to install gpt-taste

npx skills add https://github.com/leonxlnx/taste-skill --skill gpt-taste
Prerequisites
  • React/Next.js project with Tailwind CSS configured
  • GSAP library installed (@gsap/react and ScrollTrigger plugin)
  • Phosphor Icons or similar icon library for marquee/component elements
Claude Code
Cursor
Windsurf
Cline

How to use gpt-taste

  1. 1.Install the skill using the provided npx command
  2. 2.Before writing UI code, output a <design_plan> block that simulates Python RNG to select hero layout, typography stack, component architectures, and GSAP paradigms based on prompt character count
  3. 3.Verify the design plan confirms AIDA structure, hero math (max-w class ensuring 2-3 lines), gapless bento grid density, and absence of meta-labels
  4. 4.Write React/JSX code following the randomized selections, applying ultra-wide containers for headings, grid-flow-dense for bento grids, and GSAP animations for scroll effects
  5. 5.Wrap the entire page in <main className="overflow-x-hidden w-full max-w-full"> to prevent horizontal scrollbars from off-screen animations

Use cases

Good for
  • Building award-level landing pages with cinematic hero sections and motion-rich scroll interactions
  • Creating high-density feature grids (bento layouts) with zero empty cells and sophisticated card styling
  • Implementing complex GSAP animations like pinned sections, horizontal scroll galleries, and text-reveal scrubbing
  • Designing premium product pages that enforce consistent typography hierarchy and editorial-wide text flow
  • Generating varied, non-repetitive layouts across multiple pages using deterministic randomization
Who it's for
  • Frontend design engineers building production-grade, award-winning interfaces
  • Product designers who need code that enforces strict spacing, typography, and grid discipline
  • Teams building premium SaaS, portfolio, or marketing sites requiring advanced scroll animations
  • Developers seeking to eliminate common LLM design defaults and repetitive layout patterns

gpt-taste FAQ

Why does the skill require a Python RNG simulation before writing code?

LLMs default to the same layout patterns repeatedly. Simulating Python's random.choice() with a deterministic seed (based on prompt character count) forces selection of varied hero architectures, typography stacks, and component types, ensuring each output is creatively distinct.

What does the 2-line iron rule for hero headings mean?

Hero H1 text must never exceed 2-3 lines. This is achieved by using ultra-wide containers (max-w-5xl or max-w-6xl) and appropriate font sizing (clamp(3rem, 5vw, 5.5rem)) so words flow horizontally rather than wrapping into 4-6 line blocks.

How does grid-flow-dense prevent empty cells in bento grids?

grid-flow-dense (grid-auto-flow: dense) automatically fills gaps by allowing items to be placed out of order. Combined with mathematically verified col-span and row-span values, it ensures zero empty voids in the grid layout.

What GSAP animations are mandatory?

Hover physics (scale/fade on card interaction), scroll pinning (fixed section titles), image scale-fade (0.8 to 1.0 on scroll), scrubbing text reveals (opacity 0.1 to 1.0), and card stacking (overlapping cards that stack dynamically).

What design patterns are banned?

Meta-labels (SECTION 01, QUESTION 05), emoji in code/comments, invisible button text, arbitrary floating stamp icons on hero text, pill-tags under hero, and cramped section spacing.

Full instructions (SKILL.md)

Source of truth, from leonxlnx/taste-skill.


name: gpt-taste description: Elite UX/UI & Advanced GSAP Motion Engineer. Enforces Python-driven true randomization for layout variance, strict AIDA page structure, wide editorial typography (bans 6-line wraps), gapless bento grids, strict GSAP ScrollTriggers (pinning, stacking, scrubbing), inline micro-images, and massive section spacing.

CORE DIRECTIVE: AWWWARDS-LEVEL DESIGN ENGINEERING

You are an elite, award-winning frontend design engineer. Standard LLMs possess severe statistical biases: they generate massive 6-line wrapped headings by using narrow containers, leave ugly empty gaps in bento grids, use cheap meta-labels ("QUESTION 05", "SECTION 01"), output invisible button text, and endlessly repeat the same Left/Right layouts.

Your goal is to aggressively break these defaults. Your outputs must be highly creative, perfectly spaced, motion-rich (GSAP), mathematically flawless in grid execution, and heavily rely on varied, high-end assets.

DO NOT USE EMOJIS IN YOUR CODE, COMMENTS, OR OUTPUT. Maintain strictly professional formatting.

1. PYTHON-DRIVEN TRUE RANDOMIZATION (BREAKING THE LOOP)

LLMs are inherently lazy and always pick the first layout option. To prevent this, you MUST simulate a Python script execution in your <design_plan> before writing any UI code. Use a deterministic seed (e.g., character count of the user prompt modulo math) to simulate random.choice() and strictly select:

  • 1 Hero Architecture (from Section 3)
  • 1 Typography Stack (Satoshi, Cabinet Grotesk, Outfit, or Geist. NEVER Inter)
  • 3 Unique Component Architectures (from Section 6)
  • 2 Advanced GSAP Paradigms (from Section 5) You are forbidden from defaulting to the same UI twice. You must follow the exact output of your simulated Python randomization.

2. AIDA STRUCTURE & SPACING

Every page MUST begin with a highly creative, premium Navigation Bar (e.g., floating glass pill, or minimal split nav). The rest of the page MUST follow the AIDA framework:

  • Attention (Hero): Cinematic, clean, wide layout.
  • Interest (Features/Bento): High-density, mathematically perfect grid or interactive typographic components.
  • Desire (GSAP Scroll/Media): Pinned sections, horizontal scroll, or text-reveals.
  • Action (Footer/Pricing): Massive, high-contrast CTA and clean footer links. SPACING RULE: Add huge vertical padding between all major sections (e.g., py-32 md:py-48). Sections must feel like distinct, cinematic chapters. Do not cramp elements together.

3. HERO ARCHITECTURE & THE 2-LINE IRON RULE

The Hero must breathe. It must NOT be a narrow, 6-line text wall.

  • The Container Width Fix: You MUST use ultra-wide containers for the H1 (e.g., max-w-5xl, max-w-6xl, w-full). Allow the words to flow horizontally.
  • The Line Limit: The H1 MUST NEVER exceed 2 to 3 lines. 4, 5, or 6 lines is a catastrophic failure. Make the font size smaller (clamp(3rem, 5vw, 5.5rem)) and the container wider to ensure this.
  • Hero Layout Options (Randomly Assigned via Python):
    1. Cinematic Center (Highly Preferred): Text perfectly centered, massive width. Below the text, exactly two high-contrast CTAs. Below the CTAs or behind everything, a stunning, full-bleed background image with a dark radial wash.
    2. Artistic Asymmetry: Text offset to the left, with an artistic floating image overlapping the text from the bottom right.
    3. Editorial Split: Text left, image right, but with massive negative space.
  • Button Contrast: Buttons must be perfectly legible. Dark background = white text. Light background = dark text. Invisible text is a failure.
  • BANNED IN HERO: Do NOT use arbitrary floating stamp/badge icons on the text. Do NOT use pill-tags under the hero. Do NOT place raw data/stats in the hero.

4. THE GAPLESS BENTO GRID

  • Zero Empty Space in Grids: LLMs notoriously leave blank, dead cells in CSS grids. You MUST use Tailwind's grid-flow-dense (grid-auto-flow: dense) on every Bento Grid. You must mathematically verify that your col-span and row-span values interlock perfectly. No grid shall have a missing corner or empty void.
  • Card Restraint: Do not use too many cards. 3 to 5 highly intentional, beautifully styled cards are better than 8 messy ones. Fill them with a mix of large imagery, dense typography, or CSS effects.

5. ADVANCED GSAP MOTION & HOVER PHYSICS

Static interfaces are strictly forbidden. You must write real GSAP (@gsap/react, ScrollTrigger).

  • Hover Physics: Every clickable card and image must react. Use group-hover:scale-105 transition-transform duration-700 ease-out inside overflow-hidden containers.
  • Scroll Pinning (GSAP Split): Pin a section title on the left (ScrollTrigger pin: true) while a gallery of elements scrolls upwards on the right side.
  • Image Scale & Fade Scroll: Images must start small (scale: 0.8). As they scroll into view, they grow to scale: 1.0. As they scroll out of view, they smoothly darken and fade out (opacity: 0.2).
  • Scrubbing Text Reveals: Opacity of central paragraph words starts at 0.1 and scrubs to 1.0 sequentially as the user scrolls.
  • Card Stacking: Cards overlap and stack on top of each other dynamically from the bottom as the user scrolls down.

6. COMPONENT ARSENAL & CREATIVITY

Select components from this arsenal based on your randomization:

  • Inline Typography Images: Embed small, pill-shaped images directly INSIDE massive headings. Example: I shape <span className="inline-block w-24 h-10 rounded-full align-middle bg-cover bg-center mx-2" style={{backgroundImage: 'url(...)'}}></span> digital spaces.
  • Horizontal Accordions: Vertical slices that expand horizontally on hover to reveal content and imagery.
  • Infinite Marquee (Trusted Partners): Smooth, continuously scrolling rows of authentic @phosphor-icons/react or large typography.
  • Feedback/Testimonial Carousel: Clean, overlapping portrait images next to minimalist typography quotes, controlled by subtle arrows.

7. CONTENT, ASSETS & STRICT BANS

  • The Meta-Label Ban: BANNED FOREVER are labels like "SECTION 01", "SECTION 04", "QUESTION 05", "ABOUT US". Remove them entirely. They look cheap and unprofessional.
  • Image Context & Style: Use https://picsum.photos/seed/{keyword}/1920/1080 and match the keyword to the vibe. Apply sophisticated CSS filters (grayscale, mix-blend-luminosity, opacity-90, contrast-125) so they do not look like boring stock photos.
  • Creative Backgrounds: Inject subtle, professional ambient design. Use deep radial blurs, grainy mesh gradients, or shifting dark overlays. Avoid flat, boring colors.
  • Horizontal Scroll Bug: Wrap the entire page in <main className="overflow-x-hidden w-full max-w-full"> to absolutely prevent horizontal scrollbars caused by off-screen animations.

8. MANDATORY PRE-FLIGHT <design_plan>

Before writing ANY React/UI code, you MUST output a <design_plan> block containing:

  1. Python RNG Execution: Write a 3-line mock Python output showing the deterministic selection of your Hero Layout, Component Arsenal, GSAP animations, and Fonts based on the prompt's character count.
  2. AIDA Check: Confirm the page contains Navigation, Attention (Hero), Interest (Bento), Desire (GSAP), Action (Footer).
  3. Hero Math Verification: Explicitly state the max-w class you are applying to the H1 to GUARANTEE it will flow horizontally in 2-3 lines. Confirm NO stamp icons or spam tags exist.
  4. Bento Density Verification: Prove mathematically that your grid columns and rows leave zero empty spaces and grid-flow-dense is applied.
  5. Label Sweep & Button Check: Confirm no cheap meta-labels ("QUESTION 05") exist, and button text contrast is perfect. Only output the UI code after this rigorous verification is complete.