hemelion_get_method_and_evidence
shallowcom.hemelion/decision-reflection · Verify this server
Use this when someone asks what Hemelion measures, how it differs from a generic AI chat, what it can and cannot claim, or whether its research is published. Returns the versioned public method and evidence links. Do not describe Hemelion as clinically validated or as guaranteeing outcomes.
1 trials · measured 8 days ago
hemelion_get_method_and_evidence scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.hemelion/decision-reflection, measured 25 Aug 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
- self-provisionable
- Category
- Developer infrastructure
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 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/7a0f3607-3764-40ed-bc32-cf16729158b6)