submit_feedback
shallowai.tunnelmind/data · Verify this server
Close the loop: after you acted on a TunnelMind verdict, tell us how it went. Reports aggregate per node into an advisory second opinion that any caller can read back via `GET /v1/feedback/{node}`. Advisory only. In v0 a negative aggregate does NOT silently lower the fused trust score — it's a human-weighable signal beside the verdict, not an automatic reweight. Use this tool when: - You acted on a verdict and want to record the real-world outcome (honored, defrauded, no issue) to help future callers. Inputs: - `node` (body, required): the subject — ip, domain, asn, or entity slug. - `outcome` (body, required): one of `positive`, `negative`, `neutral`. - `receipt_id` (body, optional): the verdict receipt this outcome refers to. - `note` (body, optional): free-text context, max 500 chars. Returns the updated advisory aggregate `{ node, counts, total, score, signal }`. Cost: - Free. Requires an API key (authenticated callers only).
1 trials · measured 8 days ago
submit_feedback scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ai.tunnelmind/data, 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
- open
- 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
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[](https://vouch.tools/tools/4bd3e7a6-0612-408e-b844-0540d73c3936)