vocab

shallow

io.github.turbobeest/modelspec · Verify this server

What can a Spec say? Returns ids and task types. Needs an API key. One vocabulary lookup per unknown facet, then decide. Use decide to compare models. Starter includes a minimal Spec. Compact pages: at most 20 rows, no counts; empty pages end results. Search ranks all tokens before subsets; misses offer nearest ids. Split-mode full details exclude model facts and counts.

100.0/100

1 trials · measured 1 day ago

vocab scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.turbobeest/modelspec, 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
self-provisionable
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.

Embed this score

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

Vouch score: vocab
[![Vouch score](https://vouch.tools/api/tools/d672255b-c3e0-435f-8e90-eab663e072a6/badge.svg)](https://vouch.tools/tools/d672255b-c3e0-435f-8e90-eab663e072a6)
vocab — Vouch