⚠️ ILLUSTRATIVE — interaction model. pkg_unwrapper output is simulated; HTS codes are real (AskRosetta). Companion to pkg_unwrapper (Andrew · JFS CHB).
C8 × pkg_unwrapper · Customs Intelligence
Same package, two halves. pkg_unwrapper sees the body (what's physically inside) · C8 holds the papers (what was declared to customs) · fraud = body ≠ papers. C8 says what it means — HTS, duty, compliance — and signs the chain.
📦 physical · Andrew📄 data · C8
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🛒 Parcel
📦 pkg_unwrapper · detected (physical)
📄 C8 · declared (customs entry)
📦 Playground — embeddings-on-GC example + the C8 ↔ pkg_unwrapper interface (how detected contents → HTS/duty/PGA). Runs on your own GCP, no keys.
detected = pkg_unwrapper (physical)declared = C8 customs entry (data)real HTS · AskRosetta🔐 Stela chain-of-custody Where C8 plugs in: Andrew reconstructs + detects the contents; C8 holds the declared manifest, computes the correct HTS / duty / PGA, grounds it in CBP rulings, and signs the audit — turning a content alert into a defensible, file-ready customs determination. The corpus (~1B product images, HTS-labeled) can also sharpen the content classifier.