ask_snowdata

deep

ai.snowsure/snow · Verify this server

Text-only Q&A grounded in SnowSure data (~1s). Use for open-ended questions, terrain %, expert-run counts, advice, AND specifically: El Niño / ENSO / 2026-27 winter outlook (or call get_elnino_signal / get_elnino_rankings), head-to-head resort comparisons (annual snowfall, vertical drop, base/summit elevation, skiable area — "which has more snowfall, Niseko or Whistler"), season-opening norms ("which resort typically opens earliest", "usually open by Thanksgiving"), glacier / year-round skiing, and factual resort & geography trivia (what country/state/island a resort is in, named runs like Corbet's Couloir, records like the highest chairlift). NEVER use for photo/gallery/picture requests (→ get_resort_photos) or resort guide cards (→ get_resort_info). Does NOT render UI cards.

81.5/100

52 trials · measured 13 days ago

ask_snowdata scores 81.5/100 on Vouch's measured behaviour index, from 52 real invocation trials against ai.snowsure/snow, measured 6 Oct 2026 under methodology v0.2.0. Its lowest-scoring measured component is Latency at 0.0/100.

Component breakdown

ComponentWeightValue
Reliability35%90.0
Schema integrity25%100.0
Failure behaviour15%100.0
Latency15%0.0
Concurrency10%100.0

Tool details

Transport
remote + stdio
Credential class
open
Category
Travel & local
Input schema
declared
Output schema
declared
Side-effect classification
read-only
Declared input schema
{
  "type": "object",
  "required": [
    "question"
  ],
  "properties": {
    "format": {
      "enum": [
        "markdown",
        "json"
      ],
      "type": "string",
      "description": "Response shape: markdown (default) or json"
    },
    "locale": {
      "enum": [
        "en",
        "es",
        "fr",
        "de",
        "it",
        "ja"
      ],
      "type": "string",
      "description": "Response language (default: en)"
    },
    "question": {
      "type": "string",
      "description": "Natural-language question about snow or a resort"
    },
    "partnerId": {
      "type": "string",
      "description": "Client hint for tailored guidance: claude, chatgpt, cursor, perplexity"
    },
    "hemisphere": {
      "enum": [
        "nh",
        "sh"
      ],
      "type": "string",
      "description": "Optional hemisphere hint when not resort-scoped"
    },
    "resortSlug": {
      "type": "string",
      "description": "Optional resort slug to scope the answer (e.g. jackson-hole)"
    }
  }
}

Score history

DayScoreTierMethodology
2026-10-0681.5deepv0.2.0
2026-08-25100.0shallowv0.2.0
2026-08-2484.0deepv0.1.0

Probe evidence

ProbeOutcomes
reliabilitytimeout: 2, pass: 38
malformed_inputpass: 8
timeout_honourpass: 4
cancellationpass: 4
determinismpass: 8
concurrencypass: 39, timeout: 1
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: ask_snowdata
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ask_snowdata — Vouch