recommended_reading

deep

au.com.cameronwilson.camfeed/camfeed · Verify this server

Use this when someone wants a short, curated reading list of Cameron Wilson's work on a topic. Do not use it for exhaustive archive enumeration.

89.5/100

52 trials · measured 13 days ago

recommended_reading scores 89.5/100 on Vouch's measured behaviour index, from 52 real invocation trials against au.com.cameronwilson.camfeed/camfeed, measured 6 Oct 2026 under methodology v0.2.0. Its lowest-scoring measured component is Latency at 30.0/100.

Component breakdown

ComponentWeightValue
Reliability35%100.0
Schema integrity25%100.0
Failure behaviour15%100.0
Latency15%30.0
Concurrency10%100.0

Tool details

Transport
remote
Credential class
open
Input schema
declared
Output schema
declared
Side-effect classification
read-only
Declared input schema
{
  "type": "object",
  "required": [
    "topic"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "default": 10,
      "maximum": 50,
      "minimum": 1
    },
    "topic": {
      "type": "string"
    }
  }
}

Score history

DayScoreTierMethodology
2026-10-0689.5deepv0.2.0
2026-08-25100.0shallowv0.2.0
2026-08-2487.9deepv0.1.0

Probe evidence

ProbeOutcomes
reliabilitypass: 40
malformed_inputpass: 8
timeout_honourpass: 4
cancellationpass: 4
determinismpass: 8
concurrencypass: 40
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: recommended_reading
[![Vouch score](https://vouch.tools/api/tools/e693485d-d4ad-431b-8148-471f8595af74/badge.svg)](https://vouch.tools/tools/e693485d-d4ad-431b-8148-471f8595af74)
recommended_reading — Vouch