report_unmet_need

shallow

com.airsidelabs/aviation-tools · Verify this server

Tell us what you came looking for and could not get from these tools. Call this when you needed something aviation-related that this toolset did not give you. It is not an error channel and it is not a retry: it is how the next version of these tools learns what is missing. A need reported here is read by a person. Use it when: - a tool returned `unresolved` and you believe the thing exists - a tool returned `ambiguous` and nothing available could break the tie - the entity resolved but a field you needed was null or absent - no tool here covers the question at all - a tool answered confidently and the answer looked wrong `gap_kind` must be one of: `unresolved`, `ambiguous`, `missing_field`, `no_tool`, `wrong_answer`, `no_use_case` (the use-case catalogue had nothing on the operational need you searched for). `sought` is the important field: say what you were trying to find, in your own words, as specifically as you can. "The wake turbulence category for A21N" is useful. "Aircraft data" is not. Do NOT use this instead of answering the user. Report the gap, then tell the user plainly that you could not find it — filing this does not get you an answer, now or in this conversation. Do NOT paste conversation history, personal data or customer identifiers into it. Send the shape of the need, not the payload: what field, about what kind of entity, for what purpose. Text is length-capped and the log is treated as sensitive, but the cheapest way to keep data out of it is not to send it. Returns a receipt: whether it was recorded, a fingerprint, and how many times this same need has been reported before — which tells you whether you have found something known or something new.

100.0/100

1 trials · measured 27 days ago

report_unmet_need scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.airsidelabs/aviation-tools, measured 11 Sept 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
gated
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-09-11100.0shallowv0.2.0

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: report_unmet_need
[![Vouch score](https://vouch.tools/api/tools/09211d47-80ce-4e45-a3de-50343e8d7e91/badge.svg)](https://vouch.tools/tools/09211d47-80ce-4e45-a3de-50343e8d7e91)
report_unmet_need — Vouch