ask_business_freeform

shallow

com.tunnelpowered/knowledge-base · Verify this server

Same answers as ask_business, but you send the person's own words instead of choosing an intent, and the reply comes back in the language they used. Supported languages: en, ro, ru, de; anything else is answered in English. Prefer ask_business when you already know which of the three questions you are asking — it is instant and costs nothing, whereas this one runs a model to read the question and is rate-limited accordingly. A model is used ONLY to decide which question was asked and in which language. It never sees the business's stored data and never writes the answer. Returns an `outcome` and a `reply` in the asker's language. Branch on `outcome`, not on the prose: "answered" carries `reply` and a structured `answer`; "needs_detail" means we need one more thing from the asker and `reply` requests it; "not_understood" means it was not one of our three questions, with `supported` listing them; "escalated" means a real question we do not hold the fact for — we forward that one to the business ourselves, and `escalation` carries the `ref` that reads their answer later with check_escalation. `handoff` still holds what was gathered, for contact_business. An escalation is never a negative answer. Authentication: none. This tool works with no credentials.

100.0/100

1 trials · measured 56 days ago

ask_business_freeform scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.tunnelpowered/knowledge-base, 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
Communication
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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Vouch score: ask_business_freeform
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ask_business_freeform — Vouch