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Get Started Free →Implement React management-console and data-product interfaces with Ant Design. Use only when the selected Profile is ui-enterprise-react or the existing React project already uses Ant Design; do not use for mobile-first or non-React surfaces.
.claude/skills/qierkang-ant-design-experience/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | -7% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -12% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 6% | 0% |
| case-11 | ✗→✓ | ▲ Improved | 114% | 0% |
| case-15 | ✗→✓ | ▲ Improved | 13% | 0% |
Ant Design is a component dependency, not an always-on project Skill.
Do not force Ant Design into mobile or another established component system. Avoid broad global CSS overrides and verify dependency impact plus the affected build.
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | fail→pass | 35,467 | 34,967 | -1% | 1 | 1 | 0% | 8,256 | 7,661 | -7% | 0 | 0 | — |
case-02 | fail→fail | 37,465 | 38,550 | +3% | 1 | 1 | 0% | 8,248 | 8,420 | +2% | 0 | 0 | — |
case-03 | fail→pass | 11,064 | 8,873 | -20% | 1 | 1 | 0% | 1,806 | 1,588 | -12% | 0 | 0 | — |
case-04 | fail→pass | 12,684 | 12,216 | -4% | 1 | 1 | 0% | 2,384 | 2,521 | +6% | 0 | 0 | — |
case-05 | fail→fail | 13,923 | 16,536 | +19% | 1 | 1 | 0% | 2,435 | 3,235 | +33% | 0 | 0 | — |
case-06 | pass→pass | 19,130 | 19,618 | +3% | 1 | 1 | 0% | 4,110 | 4,350 | +6% | 0 | 0 | — |
case-07 | pass→pass | 19,444 | 19,780 | +2% | 1 | 1 | 0% | 4,021 | 4,387 | +9% | 0 | 0 | — |
case-08 | pass→pass | 19,200 | 17,543 | -9% | 1 | 1 | 0% | 3,825 | 3,975 | +4% | 0 | 0 | — |
case-09 | pass→pass | 11,278 | 8,956 | -21% | 1 | 1 | 0% | 2,033 | 1,603 | -21% | 0 | 0 | — |
case-10 | pass→pass | 18,220 | 15,524 | -15% | 1 | 1 | 0% | 2,983 | 2,707 | -9% | 0 | 0 | — |
case-11 | fail→pass | 18,320 | 30,021 | +64% | 1 | 1 | 0% | 2,936 | 6,286 | +114% | 0 | 0 | — |
case-12 | pass→pass | 15,879 | 19,319 | +22% | 1 | 1 | 0% | 2,456 | 3,995 | +63% | 0 | 0 | — |
case-13 | pass→pass | 15,299 | 14,266 | -7% | 1 | 1 | 0% | 2,442 | 2,667 | +9% | 0 | 0 | — |
case-14 | pass→pass | 13,635 | 15,498 | +14% | 1 | 1 | 0% | 2,307 | 2,924 | +27% | 0 | 0 | — |
case-15 | fail→pass | 11,962 | 12,727 | +6% | 1 | 1 | 0% | 1,991 | 2,240 | +13% | 0 | 0 | — |
case-16 | pass→pass | 15,736 | 19,395 | +23% | 1 | 1 | 0% | 2,446 | 4,022 | +64% | 0 | 0 | — |
case-17 | pass→pass | 16,968 | 18,992 | +12% | 1 | 1 | 0% | 2,937 | 2,831 | -4% | 0 | 0 | — |
case-18 | pass→pass | 12,657 | 8,904 | -30% | 1 | 1 | 0% | 2,128 | 1,532 | -28% | 0 | 0 | — |
case-19 | fail→pass | 13,983 | 19,709 | +41% | 1 | 1 | 0% | 2,273 | 4,301 | +89% | 0 | 0 | — |
case-20 | pass→pass | 12,925 | 8,364 | -35% | 1 | 1 | 0% | 2,305 | 1,694 | -27% | 0 | 0 | — |
case-21 | fail→pass | 13,814 | 8,908 | -36% | 1 | 1 | 0% | 2,265 | 1,589 | -30% | 0 | 0 | — |
case-22 | pass→pass | 13,367 | 11,636 | -13% | 1 | 1 | 0% | 2,045 | 2,048 | +0% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted. The headline lift of +32 percentage points is the difference between those two pass rates over the 22 comparable cases.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
Other measured skills in the registry, with their headline benchmark lift.