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Get Started Free →Make frontend output look intentional, not AI-generated. Use for any UI work — components, pages, layouts.
.claude/skills/archive228-design-system/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-12 | ✗→✓ | ▲ Improved | 30% | 0% |
| case-21 | ✗→✓ | ▲ Improved | 19% | 0% |
| case-03 | ✓→✗ | ▼ Worse | 39% | 0% |
| case-11 | ✓→✓ | = Same ✓ | 160% | 0% |
| case-02 | ✓→✓ | = Same ✓ | 229% | 0% |
Default AI UI is gray, centered, and timid. Don't ship that.
Before done: would a senior designer ship this, or does it look like a default Tailwind template? If the latter, push the contrast and the type.
Other measured skills in the registry, with their headline benchmark lift.