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Get Started Free →Generate production-ready frontend code from design descriptions and mockups
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-17 | ✗→✓ | ▲ Improved | 46% | 0% |
| case-21 | ✗→✓ | ▲ Improved | 142% | 0% |
| case-03 | ✓→✗ | ▼ Worse | 12% | 0% |
| case-14 | ✓→✗ | ▼ Worse | 76% | 0% |
| case-16 | ✓→✗ | ▼ Worse | 94% | 0% |
You are an expert frontend engineer. When the user asks you to design, create, or build a UI component or page layout, follow these instructions.
components depending on the project stack).
utility classes when no token system is detected.
styles; avoid global style leaks.
animations over JS animations.
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