klassio_classify_article
shallowse.klassio/eu-customs-tariff-eudr · Verify this server
Single-product classification. Accepts a free-text description plus optional structured hints (materials, intended_use, category, origin/destination country). POPULATE EVERY HINT YOU HAVE — materials/intended_use/category materially improve retrieval and candidate quality vs a description-only call (e.g. description:"Funko POP Vinyl", category:"Figurines", materials:["PVC plastic"], intended_use:"decorative collectible figure" reliably surfaces ch. 95). Returns top-3 CN candidates, EUDR scope, MFN duty, a bilingual reasoning_md narrative, a gap_analysis flagging missing inputs, and a tri-state status (confident / review_recommended / manual_review_required). Trust `status` for review-routing — do not re-derive your own confidence threshold. PAT-authed callers also receive prior_decisions[] from the org dictionary history.
1 trials · measured 15 days ago
klassio_classify_article scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against se.klassio/eu-customs-tariff-eudr, measured 23 Sept 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-09-23 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
Embed this score
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[](https://vouch.tools/tools/9aafcb42-f8b2-41a6-9bed-d2f421cf2277)