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Get Started Free →Expert skill in app integration focusing on infotainment domain applications. Covers 252 topics across infotainment domain. Includes 252 skill files covering ASPICE Level 3, AUTOSAR 4.4, ISO 21434, ISO 26262.
.claude/skills/pangzhenying2025-automotive-infotainment/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | 851% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 968% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 833% | 0% |
| case-05 | ✗→✓ | ▲ Improved | 1043% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 1095% | 0% |
252 skill files covering infotainment domain for automotive software engineering.
Expert in app integration for automotive infotainment systems.
Expert in app integration for automotive infotainment systems.
Expert in app integration for automotive infotainment systems.
Expert in app integration for automotive infotainment systems.
Expert in app integration for automotive infotainment systems.
Expert in app integration for automotive infotainment systems.
Expert in app integration for automotive infotainment systems.
Expert in app integration for automotive infotainment systems.
Expert in app integration for automotive infotainment systems.
Expert in app integration for automotive infotainment systems.
Expert in app integration for automotive infotainment systems.
Expert in app integration for automotive infotainment systems.
Expert in app integration for automotive infotainment systems.
Expert in app integration for automotive infotainment systems.
Expert in app integration for automotive infotainment systems.
Expert in app integration for automotive infotainment systems.
Expert in app integration for automotive infotainment systems.
Expert in app integration for automotive infotainment systems.
Expert in audio systems for automotive infotainment systems.
Expert in audio systems for automotive infotainment systems.
Expert in audio systems for automotive infotainment systems.
Expert in audio systems for automotive infotainment systems.
Expert in audio systems for automotive infotainment systems.
Expert in audio systems for automotive infotainment systems.
Expert in audio systems for automotive infotainment systems.
Expert in audio systems for automotive infotainment systems.
Expert in audio systems for automotive infotainment systems.
Expert in audio systems for automotive infotainment systems.
Expert in audio systems for automotive infotainment systems.
Expert in audio systems for automotive infotainment systems.
Expert in audio systems for automotive infotainment systems.
Expert in audio systems for automotive infotainment systems.
Expert in audio systems for automotive infotainment systems.
Expert in audio systems for automotive infotainment systems.
Expert in audio systems for automotive infotainment systems.
Expert in audio systems for automotive infotainment systems.
Expert in bluetooth for automotive infotainment systems.
Expert in bluetooth for automotive infotainment systems.
Expert in bluetooth for automotive infotainment systems.
Expert in bluetooth for automotive infotainment systems.
Expert in bluetooth for automotive infotainment systems.
Expert in bluetooth for automotive infotainment systems.
Expert in bluetooth for automotive infotainment systems.
Expert in bluetooth for automotive infotainment systems.
Expert in bluetooth for automotive infotainment systems.
Expert in bluetooth for automotive infotainment systems.
Expert in bluetooth for automotive infotainment systems.
Expert in bluetooth for automotive infotainment systems.
Expert in bluetooth for automotive infotainment systems.
Expert in bluetooth for automotive infotainment systems.
Expert in bluetooth for automotive infotainment systems.
Expert in bluetooth for automotive infotainment systems.
Expert in bluetooth for automotive infotainment systems.
Expert in bluetooth for automotive infotainment systems.
Expert in connectivity for automotive infotainment systems.
Expert in connectivity for automotive infotainment systems.
Expert in connectivity for automotive infotainment systems.
Expert in connectivity for automotive infotainment systems.
Expert in connectivity for automotive infotainment systems.
Expert in connectivity for automotive infotainment systems.
Expert in connectivity for automotive infotainment systems.
Expert in connectivity for automotive infotainment systems.
Expert in connectivity for automotive infotainment systems.
Expert in connectivity for automotive infotainment systems.
Expert in connectivity for automotive infotainment systems.
Expert in connectivity for automotive infotainment systems.
Expert in connectivity for automotive infotainment systems.
Expert in connectivity for automotive infotainment systems.
Expert in connectivity for automotive infotainment systems.
Expert in connectivity for automotive infotainment systems.
Expert in connectivity for automotive infotainment systems.
Expert in connectivity for automotive infotainment systems.
Expert in display systems for automotive infotainment systems.
Expert in display systems for automotive infotainment systems.
Expert in display systems for automotive infotainment systems.
Expert in display systems for automotive infotainment systems.
Expert in display systems for automotive infotainment systems.
Expert in display systems for automotive infotainment systems.
Expert in display systems for automotive infotainment systems.
Expert in display systems for automotive infotainment systems.
Expert in display systems for automotive infotainment systems.
Expert in display systems for automotive infotainment systems.
Expert in display systems for automotive infotainment systems.
Expert in display systems for automotive infotainment systems.
Expert in display systems for automotive infotainment systems.
Expert in display systems for automotive infotainment systems.
Expert in display systems for automotive infotainment systems.
Expert in display systems for automotive infotainment systems.
Expert in display systems for automotive infotainment systems.
Expert in display systems for automotive infotainment systems.
Expert in gesture control for automotive infotainment systems.
Expert in gesture control for automotive infotainment systems.
Expert in gesture control for automotive infotainment systems.
Expert in gesture control for automotive infotainment systems.
Expert in gesture control for automotive infotainment systems.
Expert in gesture control for automotive infotainment systems.
Expert in gesture control for automotive infotainment systems.
Expert in gesture control for automotive infotainment systems.
Expert in gesture control for automotive infotainment systems.
Expert in gesture control for automotive infotainment systems.
Expert in gesture control for automotive infotainment systems.
Expert in gesture control for automotive infotainment systems.
Expert in gesture control for automotive infotainment systems.
Expert in gesture control for automotive infotainment systems.
Expert in gesture control for automotive infotainment systems.
Expert in gesture control for automotive infotainment systems.
Expert in gesture control for automotive infotainment systems.
Expert in gesture control for automotive infotainment systems.
Expert in hmi design for automotive infotainment systems.
Expert in hmi design for automotive infotainment systems.
Expert in hmi design for automotive infotainment systems.
Expert in hmi design for automotive infotainment systems.
Expert in hmi design for automotive infotainment systems.
Expert in hmi design for automotive infotainment systems.
Expert in hmi design for automotive infotainment systems.
Expert in hmi design for automotive infotainment systems.
Expert in hmi design for automotive infotainment systems.
Expert in hmi design for automotive infotainment systems.
Expert in hmi design for automotive infotainment systems.
Expert in hmi design for automotive infotainment systems.
Expert in hmi design for automotive infotainment systems.
Expert in hmi design for automotive infotainment systems.
Expert in hmi design for automotive infotainment systems.
Expert in hmi design for automotive infotainment systems.
Expert in hmi design for automotive infotainment systems.
Expert in hmi design for automotive infotainment systems.
Expert in navigation for automotive infotainment systems.
Expert in navigation for automotive infotainment systems.
Expert in navigation for automotive infotainment systems.
Expert in navigation for automotive infotainment systems.
Expert in navigation for automotive infotainment systems.
Expert in navigation for automotive infotainment systems.
Expert in navigation for automotive infotainment systems.
Expert in navigation for automotive infotainment systems.
Expert in navigation for automotive infotainment systems.
Expert in navigation for automotive infotainment systems.
Expert in navigation for automotive infotainment systems.
Expert in navigation for automotive infotainment systems.
Expert in navigation for automotive infotainment systems.
Expert in navigation for automotive infotainment systems.
Expert in navigation for automotive infotainment systems.
Expert in navigation for automotive infotainment systems.
Expert in navigation for automotive infotainment systems.
Expert in navigation for automotive infotainment systems.
Expert in nfc for automotive infotainment systems.
Expert in nfc for automotive infotainment systems.
Expert in nfc for automotive infotainment systems.
Expert in nfc for automotive infotainment systems.
Expert in nfc for automotive infotainment systems.
Expert in nfc for automotive infotainment systems.
Expert in nfc for automotive infotainment systems.
Expert in nfc for automotive infotainment systems.
Expert in nfc for automotive infotainment systems.
Expert in nfc for automotive infotainment systems.
Expert in nfc for automotive infotainment systems.
Expert in nfc for automotive infotainment systems.
Expert in nfc for automotive infotainment systems.
Expert in nfc for automotive infotainment systems.
Expert in nfc for automotive infotainment systems.
Expert in nfc for automotive infotainment systems.
Expert in nfc for automotive infotainment systems.
Expert in nfc for automotive infotainment systems.
Expert in ota updates for automotive infotainment systems.
Expert in ota updates for automotive infotainment systems.
Expert in ota updates for automotive infotainment systems.
Expert in ota updates for automotive infotainment systems.
Expert in ota updates for automotive infotainment systems.
Expert in ota updates for automotive infotainment systems.
Expert in ota updates for automotive infotainment systems.
Expert in ota updates for automotive infotainment systems.
Expert in ota updates for automotive infotainment systems.
Expert in ota updates for automotive infotainment systems.
Expert in ota updates for automotive infotainment systems.
Expert in ota updates for automotive infotainment systems.
Expert in ota updates for automotive infotainment systems.
Expert in ota updates for automotive infotainment systems.
Expert in ota updates for automotive infotainment systems.
Expert in ota updates for automotive infotainment systems.
Expert in ota updates for automotive infotainment systems.
Expert in ota updates for automotive infotainment systems.
Expert in smartphone integration for automotive infotainment systems.
Expert in smartphone integration for automotive infotainment systems.
Expert in smartphone integration for automotive infotainment systems.
Expert in smartphone integration for automotive infotainment systems.
Expert in smartphone integration for automotive infotainment systems.
Expert in smartphone integration for automotive infotainment systems.
Expert in smartphone integration for automotive infotainment systems.
Expert in smartphone integration for automotive infotainment systems.
Expert in smartphone integration for automotive infotainment systems.
Expert in smartphone integration for automotive infotainment systems.
Expert in smartphone integration for automotive infotainment systems.
Expert in smartphone integration for automotive infotainment systems.
Expert in smartphone integration for automotive infotainment systems.
Expert in smartphone integration for automotive infotainment systems.
Expert in smartphone integration for automotive infotainment systems.
Expert in smartphone integration for automotive infotainment systems.
Expert in smartphone integration for automotive infotainment systems.
Expert in smartphone integration for automotive infotainment systems.
Expert in telematics for automotive infotainment systems.
Expert in telematics for automotive infotainment systems.
Expert in telematics for automotive infotainment systems.
Expert in telematics for automotive infotainment systems.
Expert in telematics for automotive infotainment systems.
Expert in telematics for automotive infotainment systems.
Expert in telematics for automotive infotainment systems.
Expert in telematics for automotive infotainment systems.
Expert in telematics for automotive infotainment systems.
Expert in telematics for automotive infotainment systems.
Expert in telematics for automotive infotainment systems.
Expert in telematics for automotive infotainment systems.
Expert in telematics for automotive infotainment systems.
Expert in telematics for automotive infotainment systems.
Expert in telematics for automotive infotainment systems.
Expert in telematics for automotive infotainment systems.
Expert in telematics for automotive infotainment systems.
Expert in telematics for automotive infotainment systems.
Expert in voice control for automotive infotainment systems.
Expert in voice control for automotive infotainment systems.
Expert in voice control for automotive infotainment systems.
Expert in voice control for automotive infotainment systems.
Expert in voice control for automotive infotainment systems.
Expert in voice control for automotive infotainment systems.
Expert in voice control for automotive infotainment systems.
Expert in voice control for automotive infotainment systems.
Expert in voice control for automotive infotainment systems.
Expert in voice control for automotive infotainment systems.
Expert in voice control for automotive infotainment systems.
Expert in voice control for automotive infotainment systems.
Expert in voice control for automotive infotainment systems.
Expert in voice control for automotive infotainment systems.
Expert in voice control for automotive infotainment systems.
Expert in voice control for automotive infotainment systems.
Expert in voice control for automotive infotainment systems.
Expert in voice control for automotive infotainment systems.
Expert in wifi for automotive infotainment systems.
Expert in wifi for automotive infotainment systems.
Expert in wifi for automotive infotainment systems.
Expert in wifi for automotive infotainment systems.
Expert in wifi for automotive infotainment systems.
Expert in wifi for automotive infotainment systems.
Expert in wifi for automotive infotainment systems.
Expert in wifi for automotive infotainment systems.
Expert in wifi for automotive infotainment systems.
Expert in wifi for automotive infotainment systems.
Expert in wifi for automotive infotainment systems.
Expert in wifi for automotive infotainment systems.
Expert in wifi for automotive infotainment systems.
Expert in wifi for automotive infotainment systems.
Expert in wifi for automotive infotainment systems.
Expert in wifi for automotive infotainment systems.
Expert in wifi for automotive infotainment systems.
Expert in wifi for automotive infotainment systems.
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | fail→fail | 27,889 | 26,865 | -4% | 1 | 1 | 0% | 6,203 | 32,369 | +422% | 0 | 0 | — |
case-02 | fail→pass | 15,903 | 21,766 | +37% | 1 | 1 | 0% | 3,227 | 30,680 | +851% | 0 | 0 | — |
case-03 | fail→pass | 14,392 | 18,804 | +31% | 1 | 1 | 0% | 2,820 | 30,130 | +968% | 0 | 0 | — |
case-04 | fail→pass | 17,267 | 18,037 | +4% | 1 | 1 | 0% | 3,171 | 29,574 | +833% | 0 | 0 | — |
case-05 | fail→pass | 14,326 | 16,172 | +13% | 1 | 1 | 0% | 2,592 | 29,626 | +1043% | 0 | 0 | — |
case-06 | fail→pass | 17,964 | 22,960 | +28% | 1 | 1 | 0% | 2,602 | 31,105 | +1095% | 0 | 0 | — |
case-07 | fail→pass | 14,341 | 22,556 | +57% | 1 | 1 | 0% | 2,923 | 30,835 | +955% | 0 | 0 | — |
case-08 | fail→pass | 14,769 | 17,583 | +19% | 1 | 1 | 0% | 2,869 | 29,684 | +935% | 0 | 0 | — |
case-09 | fail→pass | 14,934 | 15,019 | +1% | 1 | 1 | 0% | 2,855 | 28,911 | +913% | 0 | 0 | — |
case-10 | fail→fail | 11,944 | 20,206 | +69% | 1 | 1 | 0% | 2,257 | 30,301 | +1243% | 0 | 0 | — |
case-11 | fail→fail | 20,552 | 23,481 | +14% | 1 | 1 | 0% | 3,117 | 30,873 | +890% | 0 | 0 | — |
case-12 | fail→fail | 13,763 | 20,167 | +47% | 1 | 1 | 0% | 2,381 | 30,112 | +1165% | 0 | 0 | — |
case-13 | fail→pass | 11,608 | 15,212 | +31% | 1 | 1 | 0% | 2,171 | 29,148 | +1243% | 0 | 0 | — |
case-14 | pass→pass | 25,364 | 15,105 | -40% | 1 | 1 | 0% | 2,263 | 29,026 | +1183% | 0 | 0 | — |
case-15 | fail→fail | 16,200 | 26,364 | +63% | 1 | 1 | 0% | 2,930 | 30,339 | +935% | 0 | 0 | — |
case-16 | fail→pass | 52,190 | 26,160 | -50% | 1 | 1 | 0% | 3,738 | 32,361 | +766% | 0 | 0 | — |
case-17 | pass→pass | 14,158 | 23,727 | +68% | 1 | 1 | 0% | 2,560 | 30,562 | +1094% | 0 | 0 | — |
case-18 | fail→pass | 12,787 | 10,814 | -15% | 1 | 1 | 0% | 2,545 | 28,132 | +1005% | 0 | 0 | — |
case-19 | fail→fail | 13,727 | 12,031 | -12% | 1 | 1 | 0% | 2,429 | 28,375 | +1068% | 0 | 0 | — |
case-20 | pass→pass | 21,544 | 25,074 | +16% | 1 | 1 | 0% | 4,397 | 31,718 | +621% | 0 | 0 | — |
case-21 | pass→pass | 17,957 | 23,812 | +33% | 1 | 1 | 0% | 3,713 | 30,992 | +735% | 0 | 0 | — |
case-22 | pass→pass | 18,753 | 30,634 | +63% | 1 | 1 | 0% | 3,628 | 30,267 | +734% | 0 | 0 | — |
case-23 | pass→pass | 18,382 | 22,608 | +23% | 1 | 1 | 0% | 3,719 | 30,714 | +726% | 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. 23 cases were attempted. The headline lift of +48 percentage points is the difference between those two pass rates over the 23 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.