resolve_quantities
shallowio.github.markopolovic/kubik-tools · Verify this server
Resolves an ordered quantity of a Library article into concrete packed units (boxes/pallets), using that article's own logged packing history -- never a generic guess. Check resolution_status first: "resolved" means units/tier are a real answer, safe to use directly. "ambiguous" means the article has more than one viable packaging family (e.g. logged both as pallets and as crates) with meaningfully different pack counts -- units and tier are both null, and alternatives lists every viable option with no default among them. When resolution_status is "ambiguous", do not select an alternative autonomously -- present the options to the user and ask which packaging family they mean; do not guess based on which one appears first. "not_found" means the article has no packed-form data logged at all -- there is nothing to resolve, alternatives is absent, and units/tier are null. needs_confirmation (boolean) is kept only for backward compatibility with callers written before resolution_status existed -- new integrations should check resolution_status. When resolution_status is "resolved", tier is one of: "observed" (an exact match against a real logged pack), "estimated" (interpolated between two real logged points), or "verify" (extrapolated beyond the highest -- or below the lowest -- quantity ever actually logged for this article; still returns a real number, but flagged as needing a human's eyes before it's trusted). Does not resolve prepack-table or consolidation-group quantities -- those use the same tier engine but a different lookup key (a table/group id, not a free-text article search) and are not covered by this tool. Requires an MCP API key (Authorization: Bearer <key>) issued for a kubik.tools team. Looks the article up by article number or name within that team's own Library -- never across teams.
1 trials · measured 8 days ago
resolve_quantities scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.markopolovic/kubik-tools, measured 25 Aug 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 |
|---|---|---|---|
| 2026-08-25 | 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.
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