ask_about_hotel
shallowio.github.roomza-inc/roomza · Verify this server
Ask a specific question about a hotel that standard data may not answer. Uses AI with web search to find the answer. Examples: 'Does this hotel have Eiffel Tower views?', 'Is there a rooftop bar?', 'How far is it from the airport?'. Try get_hotel first; use this only when that data doesn't answer the question.
1 trials · measured 8 days ago
ask_about_hotel scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.roomza-inc/roomza, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- open
- Category
- Travel & local
- Input schema
- declared
- Output schema
- declared
- Side-effect classification
- unclassified
- Declared input schema
{ "type": "object", "$schema": "http://json-schema.org/draft-07/schema#", "required": [ "hotel_id", "question" ], "properties": { "hotel_id": { "type": "string", "description": "Hotel UUID" }, "question": { "type": "string", "description": "The specific question about the hotel" } } }
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 100.0 | shallow | v0.2.0 |
| 2026-08-24 | 88.8 | deep | v0.1.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
| reliability | timeout: 1, pass: 19 |
| malformed_input | pass: 4 |
| timeout_honour | pass: 2 |
| cancellation | pass: 2 |
| determinism | pass: 4 |
| concurrency | pass: 20 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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[](https://vouch.tools/tools/8020571b-b769-4081-a984-5b1e2c07e574)