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gpt-taste — Claude Code skill: what it does, how to install

Enforces strict frontend design rules: prevents multi-line hero titles, fixes empty bento grid cells, and adds advanced GSAP scroll physics.

Install into Claude Code · Skills CLI (Vercel) All methods and platforms ↓
npx skills add nexu-io/open-design --skill gpt-taste -a claude-code
npx skills add nexu-io/open-design --skill gpt-tasteskill -a claude-code
Open on GitHub

What gpt-taste does

The skill stops LLMs from defaulting to predictable left-and-right layouts by simulating Python randomization in the planning phase. It deterministically rolls layout architectures, component styles, and typography stacks. Allowed typefaces include Satoshi, Cabinet Grotesk, Outfit, or Geist, while Inter is explicitly banned.

Pages follow the AIDA framework with massive vertical padding such as py-32 and py-48. Main headings are forced into wide containers like max-w-5xl or w-full so the H1 never spills into four or more lines. For bento grids, it mandates Tailwind's grid-flow-dense to ensure cells interlock without empty voids.

Interface motion relies on @gsap/react and ScrollTrigger. Required effects include section pinning, scrubbing text reveals, and card stacking on scroll. The skill also explicitly prohibits emojis in code or comments, alongside generic badges like "SECTION 01".

What it helps with

  • break predictable AI layouts with simulated deterministic randomization
  • eliminate empty gaps in Tailwind bento grids using grid-flow-dense
  • implement advanced GSAP scroll-triggered animations and card pinning
  • prevent hero headings from wrapping across four or more lines

Example prompts for the agent

  • Build a high-variance marketing landing page with gpt taste and GSAP scroll animations
  • Create a gapless bento grid and a pinned section using gsap motion landing
  • Design an editorial split hero following premium codex UI rules

How to install gpt-taste

1Skills CLI (Vercel)

npx skills add nexu-io/open-design --skill gpt-taste -a claude-code
npx skills add nexu-io/open-design --skill gpt-tasteskill -a claude-code

2Manually: put the files in place

~/.claude/skills/gpt-tasteskill/SKILL.md

Copy the whole skill folder; for one project use .claude/skills/gpt-tasteskill/

From the same set106

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ui-ux-pro-max nexu-io A discovery catalog entry for the UI/UX Pro Max skill in OpenDesign. It registers design system triggers so agents recognize interface usability requests. Claude Code CX Codex Cursor +1 5,400installs frontend-design nexu-io Skill for building frontend interfaces with considered typography, color and layout — from landing pages to dashboards. Claude Code CX Codex Cursor +1 4,800installs threejs nexu-io Guides the agent in building browser 3D scenes, materials, interactive controls, and post-processing with Three.js. Claude Code CX Codex Cursor +1 3,400installs creative-director nexu-io This skill takes a creative concept from brief to presentation and checks it on three axes. Use it for campaign ideas and creative critique. Claude Code CX Codex Cursor +1 3,400installs design-brief nexu-io Parses an I-Lang design brief into a concrete spec with palette, typography, density, and constraints. Eliminates ambiguity from phrases like "make it professional." Claude Code CX Codex Cursor +1 3,400installs apple-hig nexu-io Integrates Apple Human Interface Guidelines for iOS, macOS, visionOS, watchOS, and tvOS into your coding agent during planning. Claude Code CX Codex Cursor +1 3,200installs hatch-pet nexu-io Creates, validates, and packages 8×9 animated pet spritesheets for Codex. Use it when turning visual references or concept prompts into importable digital pet companions. Claude Code CX Codex Cursor +1 3,100installs design-md nexu-io Creates and maintains DESIGN.md with design direction, tokens, and visual rules. Useful when an agent needs one source of truth for a project’s design system. Claude Code CX Codex Cursor +1 3,100installs

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Questions about gpt-taste

How to install gpt-taste in Claude Code?

Run npx skills add nexu-io/open-design --skill gpt-taste -a claude-code in your terminal.

What does the gpt-taste skill do?

It provides design engineering instructions that eliminate generic LLM layout defaults, multi-line wrapped headings, and empty grid gaps.

What elements are banned by gpt-taste?

It bans emojis in code or comments, the Inter font, and generic meta-labels like "SECTION 01" or "QUESTION 05". It also caps the H1 heading to three lines maximum.

Source text

SKILL.md · MIT
---
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.
triggers:
  - "gpt taste"
  - "codex frontend taste"
  - "gsap motion landing"
  - "premium codex UI"
od:
  mode: prototype
  surface: web
  platform: desktop
  scenario: marketing
  category: creative-direction
  upstream: "https://github.com/Leonxlnx/taste-skill"
  preview:
    type: html
  design_system:
    requires: true
  craft:
    requires:
      - typography
      - color
      - anti-ai-slop
      - animation-discipline
  example_prompt: |
    Build a high-variance landing page with gpt-taste: editorial typography, non-generic layout, calibrated color, and tasteful GSAP-style motion where the stack supports it.
---


# 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.

© nexu-io · MIT · nexu-io/open-design

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