message_human_operator

shallow

dev.humanforai/humanforai · Verify this server

Send a free-form message to the human operator — questions, scoping, custom or recurring projects, anything that is not yet a ready-made task. reply_to is REQUIRED (an email you or your principal can read); it is the only way the operator can answer.

100.0/100

1 trials · measured 55 days ago

message_human_operator scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against dev.humanforai/humanforai, 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 + stdio
Credential class
open
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.

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Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: message_human_operator
[![Vouch score](https://vouch.tools/api/tools/1f4caa5c-2694-4a50-aad2-492b70b0843a/badge.svg)](https://vouch.tools/tools/1f4caa5c-2694-4a50-aad2-492b70b0843a)
message_human_operator — Vouch