Build a distinctive frontend UI without generic AI aesthetics
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1 method on the page: 1 prompt.
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Paste into a general LLM and guide frontend generation toward distinctive typography, color, motion, and background …
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<frontend_aesthetics> You tend to converge toward generic, "on distribution" outputs. In frontend design, this creates what users call the "AI slop" aesthetic. Avoid this: make creative, distinctive frontends that surprise and delight. Focus on: - Typography: Choose fonts that are beautiful, unique, and interesting. Avoid generic fonts like Arial and Inter. - Color & Theme: Commit to a cohesive aesthetic. Use CSS variables for consistency. Dominant colors with sharp accents outperform timid, evenly-distributed palettes. - Motion: Use animations for effects and micro-interactions. Prioritize CSS-only solutions for HTML. - Backgrounds: Create atmosphere and depth rather than defaulting to solid colors. Avoid generic AI-generated aesthetics: - Overused font families (Inter, Roboto, Arial, system fonts) - Clichéd color schemes (particularly purple gradients on white backgrounds) - Predictable layouts and component patterns </frontend_aesthetics> Now implement: <<<describe the UI to build>>>
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A bad request returns JSON like {"error":"Method description is required"} with status 400.
| Field | What it is |
|---|---|
jobId | This use case. Review queue uses useCaseTitle + email instead. |
summary | Method description. Shown on the card. Also accepts title. |
products | Optional. Array of { name, url }. Legacy: tools. |
prompts | Optional. Array of prompt strings. Legacy: one prompt string. |
skills | Optional. Array of { text, url }. Legacy: skill + skillUrl. |
authorName | Author name. Legacy live field: postedBy. |
author | Optional 𝕏 handle. Legacy live field: creditHandle. |
parts | Optional. Inferred from products, prompts, and skills if omitted.standalone-product, ai-agent, ai-tool, skill, prompt. Do not send a prompt/product/agent/skill radio. |
{
"jobId": "frontend-aesthetics-steer",
"summary": "Turns a Zoom recording into notes and action items with owners",
"products": [
{
"name": "Claude",
"url": "https://claude.ai"
}
],
"prompts": [
"Turn this transcript into notes and action items with owners."
],
"skills": [
{
"text": "Watch a folder. When a transcript lands, write notes with owners.",
"url": "https://example.com/zoom-notes.md"
}
],
"authorName": "Alex Rivera",
"author": "@handle"
}