workbench_shim_get

shallow

ai.zerowidth/workbench · Verify this server

One shim in full: the question, where its inputs come from, every answer with its description and examples, what the shim still needs before it can build, and the newest build's report — held-out accuracy, recall per answer, which answers get mistaken for which, and the compiler's notes. Read it before writing examples: match the setting and the existing examples' register, and put new examples where recall is low or the compiler says an answer is thin.

100.0/100

1 trials · measured today

workbench_shim_get scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ai.zerowidth/workbench, 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: workbench_shim_get
[![Vouch score](https://vouch.tools/api/tools/72e06c84-242d-4ce9-be6a-d72b478c00ea/badge.svg)](https://vouch.tools/tools/72e06c84-242d-4ce9-be6a-d72b478c00ea)
workbench_shim_get — Vouch