check_grounding
shallowapp.cutgpt/research · Verify this server
Flag specifics in a draft that never appear in its source: quotes, numbers, money, percentages, dates, credentials, and names. Deterministic and instant (no AI). Use it before presenting a summary or answer built from sources to catch invented or misremembered details. Each flag includes the sentence it came from.
1 trials · measured 2 days ago
check_grounding scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against app.cutgpt/research, measured 6 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 |
|---|---|---|---|
| 2026-10-06 | 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
Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/813e0722-436a-41e6-b46a-0b89455f8d3b)