ask_pipeworx_beta

shallow

io.github.pipeworx-io/arcgis-tulsa · Verify this server

Beta version of ask_pipeworx: identical universal router (same 6,475 tools, same arguments, same response shape) with candidate routing improvements enabled live whenever one is under test. A candidate routing prompt (v9-eval-disjoint-examples) is live on every call here; ask_pipeworx serves it to a slice of traffic only. Use it exactly like ask_pipeworx when you want the newest routing; results are compared against the stable router to decide what merges. Falls back to nothing — this IS a full working router, just the experimental edge.

100.0/100

1 trials · measured 1 day ago

ask_pipeworx_beta scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.pipeworx-io/arcgis-tulsa, measured 6 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
gated
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-06100.0shallowv0.2.0

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: ask_pipeworx_beta
[![Vouch score](https://vouch.tools/api/tools/896ff0df-b065-417a-8463-e4f99b67808c/badge.svg)](https://vouch.tools/tools/896ff0df-b065-417a-8463-e4f99b67808c)
ask_pipeworx_beta — Vouch