list_pack_observations
shallowio.github.markopolovic/kubik-tools · Verify this server
Lists the real, observed consolidation packs logged against a consolidation group in your team's Library -- "these articles, at these quantities, actually packed onto N pallets at these dims/weight," the same ground-truth data resolve_quantities/resolve_prepack_quantities and the app's own resolve flow learn from (PRINCIPLES.md P-13). Use this to see what's already been logged for a group before deciding whether a new observation (log_pack_observation) is needed, or to review a group's own observation history. Each observation's member_quantities are resolved to article_number/name for readability -- never a bare internal id. Returns an empty observations array (not an error) for a group that exists but has no observations logged yet -- a real, valid state, not a failure. Requires an MCP API key (Authorization: Bearer <key>) issued for a kubik.tools team. Looks the consolidation group up by its own name text within that team's own Library -- never across teams.
1 trials · measured 8 days ago
list_pack_observations 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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