ask_panel

shallow

ai.getminds/minds · Verify this server

Submits one respondent-visible question to an existing Panel and starts asynchronous responses from its Minds. Follow-up questions remain within the existing Panel; this operation does not create or enumerate Panels. The full question value may reach respondents and is not planner-only metadata. Scale, categorical, and qualitative questions are classified automatically, and the response includes status and workspace links.

100.0/100

1 trials · measured 8 days ago

ask_panel scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ai.getminds/minds, 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
gated
Category
Communication
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: ask_panel
[![Vouch score](https://vouch.tools/api/tools/a305dada-907b-47e2-b675-ad0dc6d08e66/badge.svg)](https://vouch.tools/tools/a305dada-907b-47e2-b675-ad0dc6d08e66)
ask_panel — Vouch