research_competitor
shallowio.debriefing/debriefing · Verify this server
Starts the first research on one core competitor that has none yet: Debriefing reads its site and outside sources. It uses one update from the weekly research allowance. Admin only. Send an idempotency_key. A retry with the same idempotency_key returns the first answer and does not act again. It starts no second job and uses no allowance or daily cap a second time.
1 trials · measured 1 day ago
research_competitor scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.debriefing/debriefing, 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
- gated
- 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
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[](https://vouch.tools/tools/3caa076c-6b45-4cc4-bad1-4d0b059b805c)