sampuli_generate

shallow

io.github.kevinbett/sampuli · Verify this server

Generate format-true, entirely synthetic test data for a country. spec is "<country>.<selector>" where selector is a field key ("phone"), "person" (a full coherent record), or "preset:<key>" (a scenario). Values match each country's real formats and pass validators (IBAN mod-97, card Luhn, …) but are never real or registered.

100.0/100

1 trials · measured 22 days ago

sampuli_generate scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.kevinbett/sampuli, measured 16 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 + stdio
Credential class
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-09-16100.0shallowv0.2.0

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: sampuli_generate
[![Vouch score](https://vouch.tools/api/tools/1e0a52bb-2254-4880-99e2-9cc1fb3178a0/badge.svg)](https://vouch.tools/tools/1e0a52bb-2254-4880-99e2-9cc1fb3178a0)
sampuli_generate — Vouch