search_communities

shallow

io.github.inite-ai/inite-brain-service · Verify this server

Cosine-matches the query against topic-community summaries — the coarse retrieval scope. A community is a cluster of related entities (label propagation over the entity graph) with one rolled-up summary. Suited to broad questions ("what do we know about X domain"): it returns an overview of a domain rather than individual facts. Communities are (re)built off-hours by the dreams loop; an empty result means clustering has not run or the graph is too sparse.

100.0/100

1 trials · measured 3 days ago

search_communities scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.inite-ai/inite-brain-service, 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
gated
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: search_communities
[![Vouch score](https://vouch.tools/api/tools/7e0bfb45-7e56-4240-8412-a3b39089e629/badge.svg)](https://vouch.tools/tools/7e0bfb45-7e56-4240-8412-a3b39089e629)