gpt-taste
gpt taste
This skill guides creation of distinctive, production-grade frontend interfaces that avoid generic "AI slop" aesthetics. Implement real working code with exceptional attention to aesthetic details and creative choices.
Full skill instructions
This skill guides creation of distinctive, production-grade frontend interfaces that avoid generic "AI slop" aesthetics. Implement real working code with exceptional attention to aesthetic details and creative choices.
The user provides frontend requirements: a component, page, application, or interface to build. They may include context about the purpose, audience, or technical constraints.
MANDATORY workflow for screenshot/image/design inputs:
Extract Design Guidelines using ./references/design-extraction-overview.md:
docs/design-guidelines/extracted-design.md./references/extraction-prompts.md for comprehensive analysis promptsImplement Code following extracted guidelines:
Verify Quality using ./references/visual-analysis-overview.md:
Important: Do NOT skip to implementation. Extract design guidelines FIRST, then code.
Follow "Design Thinking" process below to create original design.
Before coding, understand the context and commit to a BOLD aesthetic direction:
CRITICAL: Choose a clear conceptual direction and execute it with precision. Bold maximalism and refined minimalism both work - the key is intentionality, not intensity.
Then implement working code (HTML/CSS/JS, React, Vue, etc.) that is:
Focus on:
anime.js for animations: ./references/animejs.md). Focus on high-impact moments: one well-orchestrated page load with staggered reveals (animation-delay) creates more delight than scattered micro-interactions. Use scroll-triggering and hover states that surprise.ai-multimodal skills to generate the assets and media-processing skill to remove the background of generated assets if neededQuick Start: ./references/ai-multimodal-overview.md
When you need to GENERATE new hero images, backgrounds, textures, or decorative elements that match the design aesthetic, use the ai-multimodal skill. This ensures generated assets align with the design thinking and aesthetics guidelines rather than producing generic imagery.
When user provides screenshots, photos, or design references to analyze or replicate, use ./references/design-extraction-overview.md to extract design guidelines BEFORE implementation. This is MANDATORY for screenshot inputs (see "Input Types & Workflows" above).
Workflows:
./references/asset-generation.md - Generate design-aligned visual assets./references/visual-analysis-overview.md - Analyze and verify asset quality (modular)./references/design-extraction-overview.md - Extract guidelines from inspiration (modular)./references/technical-overview.md - Optimization and best practices (modular)Each overview references detailed sub-modules for progressive disclosure.
NEVER use generic AI-generated aesthetics like overused font families (Inter, Roboto, Arial, system fonts), cliched color schemes (particularly purple gradients on white backgrounds), predictable layouts and component patterns, and cookie-cutter design that lacks context-specific character.
Interpret creatively and make unexpected choices that feel genuinely designed for the context. No design should be the same. Vary between light and dark themes, different fonts, different aesthetics. NEVER converge on common choices (Space Grotesk, for example) across generations.
IMPORTANT: Match implementation complexity to the aesthetic vision. Maximalist designs need elaborate code with extensive animations and effects. Minimalist or refined designs need restraint, precision, and careful attention to spacing, typography, and subtle details. Elegance comes from executing the vision well.
Remember: Claude is capable of extraordinary creative work. Don't hold back, show what can truly be created when thinking outside the box and committing fully to a distinctive vision.
gpt taste
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