get_pm_playbook

shallow

com.aioproductos/mcp · Verify this server

How to operate as a product manager on AIOProductOS. No arguments and no side effects — returns the same operating guide as plain text every call (deterministic): how to ground in the product brain, keep work welded to the spine (insight→feature→task→outcome), prioritise on evidence (affected accounts + MRR + reach), and what 'done' means. Call it FIRST, before planning or prioritising, to load the house rules the other tools assume.

50.0/100

2 trials · measured 8 days ago

get_pm_playbook scores 50.0/100 on Vouch's measured behaviour index, from 2 real invocation trials against com.aioproductos/mcp, 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 + stdio
Credential class
gated
Input schema
not declared
Output schema
not declared
Side-effect classification
read-onlyHeuristically read-only-eligible (readonly-heuristic.ts) and sample-called by the Phase 0 census shallow probe.

Score history

DayScoreTierMethodology
2026-08-2550.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1
sample_callfail: 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: get_pm_playbook
[![Vouch score](https://vouch.tools/api/tools/7ca514f6-503a-46c0-bcfa-bb48d5afdf23/badge.svg)](https://vouch.tools/tools/7ca514f6-503a-46c0-bcfa-bb48d5afdf23)
get_pm_playbook — Vouch