find_subject
shallowio.pxl8/records · Verify this server
Resolve the name of a person or an organization to published records on https://pansofica.com — records whose subject proved who they are and reviewed what is said about them. Answers at most 5 candidates (the name must be at least 3 characters), each carrying its handle and kind. This is a lookup, not a list. The facts come in three separate grades, each its own list, never one merged list or count: facts from a registry document, facts from the open web, and facts stated by the subject. A fact stated by the subject is the subject's own statement, not a confirmation; a disputed fact remains in the answer, marked Disputed, with no reason attached. This is the lookup tier that needs no key (rate-limited per client and in total); keyed partner access with higher limits exists.
1 trials · measured 14 days ago
find_subject scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.pxl8/records, measured 23 Sept 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 |
|---|---|---|---|
| 2026-09-23 | 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/fbd12311-99bf-4d0c-86bb-dc7fca7f6e04)