review_appointment_ask
shallowio.github.benian-technologies/pinpoint-dealership-tools · Verify this server
Uses the configured AI assistant to review one dealership appointment ask in context. Returns prose with a verdict, present and missing parts, a tailored rewrite in the rep's voice, and one coaching line. Choose this for phrasing and coaching; use check_appointment_ask for deterministic six-part scoring and a fixed template example. Available only when an assistant provider is configured.
1 trials · measured 14 days ago
review_appointment_ask scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.benian-technologies/pinpoint-dealership-tools, measured 23 Sept 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
- unreachable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-09-23 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
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/44d03b2a-7438-4fa0-8756-a676bbf193fb)