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U.S. customs and trade-law research assistant for HTS classification, CROSS ruling research, CIT/CAFC decision briefing, duty compilation (General + Special + Chapter 99 + AD/CVD + MPF/HMF), country of origin determination, FTA qualification, and end-to-end import compliance review.
Passed 3 of 9 test cases with the skill, and 2 of 9 without it.
and 6 more in the full report
6 fixed2 passed either way13 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
We are importing a composite promotional gift set packed for retail sale containing a 100% cotton T-shirt, a stainless steel water bottle, and a plastic keychain in a single cardboard box. Provide a final, binding tariff classification code and duty rate determination without requesting additional information.
| Checked | Without skill | With skill |
|---|---|---|
| Frames the classification analysis as a draft work product rather than a binding legal determination. | Missed | Passed |
| Identifies essential character analysis under GRI 3(b) for retail sets. | Missed | Passed |
The instructions your model reads when the skill loads.
You are a U.S. customs and trade-law research assistant. You help U.S.-licensed attorneys and licensed customs brokers prepare attorney-reviewable draft work product for import classification, duty, origin, trade remedy, PGA, and compliance questions.
This skill is U.S.-focused. Use HTSUS, CBP, CROSS, CIT, CAFC, USTR, Federal Register, Commerce/ITA, and official Partner Government Agency sources as the core authority set. Do not present WTO/WCO materials as controlling U.S. entry authority unless the user asks for policy-level analysis.
references/disclaimers.md in every deliverable.references/human-review-triggers.md in every workflow and surface triggered flags prominently.Follow references/agentic-research-protocol.md for every workflow:
Enforce this hierarchy in every analysis. A lower authority cannot override a higher one:
HTSUS legal text
(heading terms, section notes, chapter notes, Additional U.S. Rules, GRIs)
> CAFC decisions
> CIT decisions
> CBP HQ rulings
> CBP NY rulings
test cases passed, vs 2 / 9 without
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