ask_site
shallowio.github.kedu21-beep/passage-data · Verify this server
What do a project's own documents say about a question, cited to the page? A question answered from one site's own read documents, by Claude, and checked before it is shown: every statement carries quotes, each quote is found again on the page it names, and a statement whose quote or number is not on its page is cut and counted (`n_cut`). `quotes` give the document, its id and the page; `reasoning` is Claude's own and not from the documents; `not_searched` names the documents not read yet. Priced before any call and refused over $0.25 a question (`ask.over_cap`); an account asks at most 100 questions and spends at most $5 with Claude a UTC day (`ask.over_ceiling`, `spend.daily_cap`). `cost` says what the answer spent; the same question over the same pages is answered from memory at $0.
1 trials · measured today
ask_site scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.kedu21-beep/passage-data, 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
Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/b4b82ef6-ed3f-48b9-8db3-ee8320b2eac9)