transaction_run_shadow_comparison
shallowco.lovie/company-formation · Verify this server
Compare the categorization rule engine against a company's current books without changing anything. Returns how often the engine would agree, what it would newly claim, what no rule matches, and the rows where it would book differently — each naming the rule that would have claimed it. Rows a person booked themselves and rows in closed months are counted apart and left out of the agreement rate, because the live engine would not touch them. Rule and account breakdowns split each key by verdict. Read-only.
1 trials · measured today
transaction_run_shadow_comparison scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against co.lovie/company-formation, 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 + stdio
- Credential class
- gated
- 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/196903a9-bc71-4948-b896-31a0b527e42c)