uep_aha_detect

shallow

io.github.atomadictech/aaaa-nexus · Verify this server

UEP AHA moment detector — novelty spike scoring for epiphany-style gates.

100.0/100

1 trials · measured 8 days ago

uep_aha_detect scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.atomadictech/aaaa-nexus, 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
Credential class
self-provisionable
Category
Communication
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

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: uep_aha_detect
[![Vouch score](https://vouch.tools/api/tools/39c1bf81-d5b8-4acb-878b-6401fa37a0a6/badge.svg)](https://vouch.tools/tools/39c1bf81-d5b8-4acb-878b-6401fa37a0a6)
uep_aha_detect — Vouch