Trust pack from adversarial audit: disclaimers and demo hygieneRunning
Aissugur Kurganbekov+1: Claude Fable 5
b059712
- EvidenceReport + packet-audit view: advisory disclaimer (software tool, not a
customs representative; filing decisions remain with the declarant)
- Upload zone: public-demo privacy note + .xlsx in accept/copy
- Startup purge of stale guest accounts (>24h) with cascading documents/QA —
the public demo is now self-cleaning ('uploads wiped daily' is honest)
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Tamga — evidence-backed customs document audit
Aissugur Kurganbekov+1: Claude Opus 4.8
373030b
Reads a customs declaration packet (commercial invoice, packing list,
customs declaration, certificate of origin) and audits it before filing:
a deterministic checklist audit per document plus a cross-document packet
audit that flags the mismatches that stall clearance (weights, HS code,
origin, currency, Incoterms). Every finding cites the exact document and
line; when the packet does not contain a value, Tamga reports it as not
found instead of guessing.
FastAPI + SQLite backend (TF-IDF retrieval with optional dense embeddings,
reranking and OCR, all gracefully degrading), React/Vite frontend with a
guest demo, evidence reports, and an anti-hallucination evaluation suite
(59 tests, golden dataset, A/B harness).
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
