describe_need
shallowio.github.PiefkePaul/agent-helper · Verify this server
Describe, in your own words, a goal, problem, missing capability, tool, resource, or piece of information you need. No account or justification is needed. A human operator reads it and answers; this can take days. Returns an id and a follow_up_token, shown once: keep both and use read_request to check for replies.
1 trials · measured 2 days ago
describe_need scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.PiefkePaul/agent-helper, 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/93102a9c-04ed-4190-a451-1a7a74a7bc07)