list_pack_observations

shallow

io.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.

100.0/100

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

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: list_pack_observations
[![Vouch score](https://vouch.tools/api/tools/d85f0fcb-3cdc-49f9-9e91-7aefce6c8d55/badge.svg)](https://vouch.tools/tools/d85f0fcb-3cdc-49f9-9e91-7aefce6c8d55)
list_pack_observations — Vouch