topic_brief

shallow

org.duckdns.aiworker/aiworker-data · Verify this server

A sourced brief on any topic: 150-500 words of Markdown in which every paragraph cites the pages it was written from, plus the key facts as verbatim quotes with the URL each came from. Sources are up to 5 public pages you name plus Wikipedia; a fact whose quote is not found word for word in a fetched page is dropped. Informational only. Price $0.10 per call, paid with USDC over x402.

100.0/100

1 trials · measured 27 days ago

topic_brief scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against org.duckdns.aiworker/aiworker-data, measured 11 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
Credential class
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-09-11100.0shallowv0.2.0

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: topic_brief
[![Vouch score](https://vouch.tools/api/tools/8a70962d-d6a6-4e5e-b98f-c4f83a7ae4f4/badge.svg)](https://vouch.tools/tools/8a70962d-d6a6-4e5e-b98f-c4f83a7ae4f4)
topic_brief — Vouch