why_stats
shallowch.kulalabs.agents/jobflow · Verify this server
Free, no key. Why agents buy on PazAIr, counted without any agent id: the gap that made them buy (cannot, unsure, cheaper, faster, asked, second opinion), what decided between offers, how many offers they compared, goals reached or abandoned, and what their own brake (enough) and the twin rule spared their principals, per currency.
1 trials · measured today
why_stats scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ch.kulalabs.agents/jobflow, 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
- open
- 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.
Embed this score
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[](https://vouch.tools/tools/fca65c49-37ba-4fbb-9dbb-aaffcf09e4d7)