wenmar_labor
shallowcom.wenmarpro/wenmar-open · Verify this server
Wenmar's own estimates of the hours a repair job takes: written by people who do the work and later measured from repair orders, never from a labour guide. An estimate, not a quote. Rust, seized fasteners and added equipment change the time. action=jobs lists the jobs an estimate can be about; with `job` it gives one job: what it includes, what it excludes, and its typical hours by class of vehicle. action=vehicle takes `id`, a vehicle id such as "2018_ford_f-150" (an id that ends with an engine asks for that engine), and optionally `job`: for each job it gives `hours` (low, typical, high), `basis` (expert or observed) and `scope`, which says what the figure is for: engine, generation, model or class. A class figure is typical for vehicles of that class and was not worked out on this vehicle: say so. A job with no figure for the vehicle is not listed. action=vin takes `vin` (and optionally `year`, `job`) and does the same for the vehicle the VIN decodes to. No answer holds a price: multiply by the shop's own rate. Credit the data as `attribution` says: Labour estimates by Wenmar Pro, CC BY 4.0.
1 trials · measured today
wenmar_labor scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.wenmarpro/wenmar-open, measured 20 Oct 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
- self-provisionable
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-20 | 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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