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.claude/skills/klotzkette-aussenwirtschaft-vub-einfuhr-ausfuhr/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-04 | ✗→✓ | ▲ Improved | 84% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 56% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 128% | 0% |
| case-13 | ✗→✓ | ▲ Improved | 96% | 0% |
| case-15 | ✗→✓ | ▲ Improved | 108% | 0% |
Prüfe TARIC-Code, fachrechtliche VuB-Anforderung und Zollanmeldung gemeinsam, damit Einfuhr-/Ausfuhrverbote, Genehmigungspflichten und Dokumentenfelder nicht auseinanderlaufen.
Kläre vor der Pruefung:
Quellenregel: Keine Kommentar-, Handbuch- oder Aufsatzfundstellen aus Modellwissen; Literatur nur mit Nutzerquelle oder lizenziertem Live-Zugriff.
Adressat: Zollabteilung / Importeur — Tonfall: verfahrenstechnisch, fristenbewusst
VUB-ANTRAG-CHECKLISTE (vZTA / vUA)
Datum: [DATUM]
Antragsteller: [FIRMA]
Zustaendiges Hauptzollamt: [HZA]
Art des Antrags: [ ] vZTA / [ ] vUA
1. ANTRAGSINHALTE
Ware: [HANDELSBESCHREIBUNG]
Technische Parameter: [SCHLUESSELDATEN]
Beantragte KN-Nr.: [VORSCHLAG] / Ursprung: [LAND]
2. ANLAGEN
[ ] Detaillierte Warenbezeichnung
[ ] Technisches Datenblatt
[ ] Muster (sofern zumutbar)
[ ] Nachweis vorhandener Ursprungsdokumente (bei vUA)
3. FRISTEN
Bearbeitungszeit Zollbehoerde: ca. [WOCHEN]
Erforderlicher vZTA-Beginn: [DATUM]
Erster Einfuhrtermin: [DATUM]
Risiko Verzoegerung: [ ] Gering / [ ] Relevant — Massnahme: [...]
4. GUELTIGKEIT DES BESCHEIDS
vZTA: 3 Jahre ab Ausstellung (Art. 34 I UZK)
vUA: Unbefristet bis Widerruf (Art. 37 I UZK)
Nutzungspflicht: [ ] Ja, ab Ausstellung verpflichtend
5. RECHTSBEHELF (FALLS ABLEHNUNG)
Einspruch bei ausstellender Behoerde: Frist [DATUM]
Klage: FG [STANDORT], Frist nach Einspruchsentscheidung> Quellenregel: Entscheidungen nur nach Prüfung einer amtlichen oder frei zugänglichen Quelle mit Gericht, Entscheidungsform, Datum, Aktenzeichen und tragender Aussage ausgeben.
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-18 | pass→pass | 21,237 | 26,800 | +26% | 1 | 1 | 0% | 2,325 | 5,140 | +121% | 0 | 0 | — |
case-19 | fail→fail | 23,495 | 30,356 | +29% | 1 | 1 | 0% | 3,275 | 5,841 | +78% | 0 | 0 | — |
case-01 | pass→fail | 39,198 | 35,490 | -9% | 1 | 1 | 0% | 5,763 | 6,830 | +19% | 0 | 0 | — |
case-02 | fail→fail | 36,986 | 32,861 | -11% | 1 | 1 | 0% | 5,219 | 6,309 | +21% | 0 | 0 | — |
case-03 | fail→fail | 43,583 | 42,096 | -3% | 1 | 1 | 0% | 6,909 | 7,148 | +3% | 0 | 0 | — |
case-04 | fail→pass | 22,368 | 27,135 | +21% | 1 | 1 | 0% | 3,085 | 5,685 | +84% | 0 | 0 | — |
case-05 | fail→fail | 17,898 | 25,811 | +44% | 1 | 1 | 0% | 2,200 | 6,249 | +184% | 0 | 0 | — |
case-06 | pass→pass | 24,297 | 29,141 | +20% | 1 | 1 | 0% | 3,292 | 5,311 | +61% | 0 | 0 | — |
case-07 | fail→pass | 28,089 | 29,126 | +4% | 1 | 1 | 0% | 3,566 | 5,571 | +56% | 0 | 0 | — |
case-08 | fail→pass | 19,284 | 28,125 | +46% | 1 | 1 | 0% | 2,236 | 5,101 | +128% | 0 | 0 | — |
case-09 | pass→pass | 24,841 | 33,630 | +35% | 1 | 1 | 0% | 3,158 | 5,899 | +87% | 0 | 0 | — |
case-10 | fail→fail | 26,422 | 24,554 | -7% | 1 | 1 | 0% | 2,770 | 4,569 | +65% | 0 | 0 | — |
case-11 | fail→fail | 30,169 | 25,564 | -15% | 1 | 1 | 0% | 4,154 | 5,199 | +25% | 0 | 0 | — |
case-12 | pass→pass | 20,658 | 20,828 | +1% | 1 | 1 | 0% | 2,462 | 5,090 | +107% | 0 | 0 | — |
case-13 | fail→pass | 17,782 | 20,284 | +14% | 1 | 1 | 0% | 2,133 | 4,188 | +96% | 0 | 0 | — |
case-14 | pass→pass | 25,718 | 30,810 | +20% | 1 | 1 | 0% | 3,439 | 6,090 | +77% | 0 | 0 | — |
case-15 | fail→pass | 25,233 | 36,357 | +44% | 1 | 1 | 0% | 2,906 | 6,055 | +108% | 0 | 0 | — |
case-16 | fail→fail | 13,714 | 24,013 | +75% | 1 | 1 | 0% | 1,596 | 5,179 | +224% | 0 | 0 | — |
case-17 | pass→pass | 18,469 | 17,574 | -5% | 1 | 1 | 0% | 2,190 | 4,749 | +117% | 0 | 0 | — |
case-20 | pass→pass | 20,143 | 31,724 | +57% | 1 | 1 | 0% | 3,670 | 5,731 | +56% | 0 | 0 | — |
case-21 | pass→pass | 28,777 | 36,382 | +26% | 1 | 1 | 0% | 4,213 | 7,047 | +67% | 0 | 0 | — |
case-22 | pass→pass | 24,519 | 33,825 | +38% | 1 | 1 | 0% | 3,965 | 6,430 | +62% | 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 +18 percentage points is the difference between those two pass rates over the 22 comparable cases. 2 cases got worse with the skill loaded, and they are included in that figure.
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.