keryx_source_learning
shallowio.github.tang-vu/keryx · Verify this server
Read the same bounded observational source/topic record as the public creator page and API. Only write-time independently classified/funded outside observations qualify; owners, unknown and private history are excluded. Source-declared public topics, counts, recorded citation contribution, exact rational average access price, descriptive uncertainty and abrupt-shift flag. No questions, wallets or receipt identifiers. Recorded settlement is not independently revalidated. Live learned selection and exploration are withheld, with zero live exploration allowance. No research, source read, payment, private inspection or policy activation.
1 trials · measured today
keryx_source_learning scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.tang-vu/keryx, 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
- self-provisionable
- 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/366666bf-70ff-498e-8518-ed3eba8aeb07)