prep_planning_meeting

shallow

io.aipmlab/ai-pm-lab · Verify this server

The questions a PM should ask engineers about a planned AI feature, with why each matters and what a good answer sounds like. Returns instructions to follow with the user's text.

100.0/100

1 trials · measured 1 day ago

prep_planning_meeting scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.aipmlab/ai-pm-lab, measured 20 Oct 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
open
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-20100.0shallowv0.2.0

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: prep_planning_meeting
[![Vouch score](https://vouch.tools/api/tools/24023905-ef24-4d62-b6d7-3c2d9f02b73e/badge.svg)](https://vouch.tools/tools/24023905-ef24-4d62-b6d7-3c2d9f02b73e)
prep_planning_meeting — Vouch