submit_feedback

shallow

ai.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).

100.0/100

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

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%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

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 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.

Vouch score: submit_feedback
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submit_feedback — Vouch