run_panel_study

shallow

ai.getminds/minds · Verify this server

Executes an exact stored Panel-study draft revision after explicit confirmation. The server reloads and validates the revision, method availability, runner configuration, reviewed capabilities, optional advanced-method consent, and idempotency key before queuing durable research.

100.0/100

1 trials · measured 8 days ago

run_panel_study 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.

Embed this score

Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: run_panel_study
[![Vouch score](https://vouch.tools/api/tools/6c236602-9f1a-41e8-bf7c-7979fb59145f/badge.svg)](https://vouch.tools/tools/6c236602-9f1a-41e8-bf7c-7979fb59145f)
run_panel_study — Vouch