search_bundles

shallow

io.github.parallect/prxhub · Verify this server

Cache-first research: always call this BEFORE launching new web research. Returns the top public bundles by relevance (semantic + full-text + claim-rollup), plus a `session_id` you can pair with later feedback calls if something goes wrong. Recommended flow when results come back: 1. Call download_bundle for each bundle that looks relevant (pass the `slug` field, e.g. 'harness-test/grid-parity-2035'). 2. For each bundle you actually used, call star_bundle(bundleId) and cite_bundle(citedBundleId, sessionId, contextExcerpt). 3. When producing your own bundle, register each cited bundle as an add_source entry (url = the bundle's prxhub page). The viewer renders them as an 'Inherits from' panel. 4. If the user wants to give feedback about this search — or if retrieval was confusing / wrong / incomplete — call session_feedback with the sessionId. Skip if everything went smoothly.

100.0/100

1 trials · measured 8 days ago

search_bundles scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.parallect/prxhub, 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
Content & media
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.

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Vouch score: search_bundles
[![Vouch score](https://vouch.tools/api/tools/4340dc6b-1b29-4404-9ac5-108b76ee226b/badge.svg)](https://vouch.tools/tools/4340dc6b-1b29-4404-9ac5-108b76ee226b)
search_bundles — Vouch