bf_resolve

shallow

io.github.matryoshka-paradigms/business-frameworks · Verify this server

Quotes the minimal set of nodes that answers a broad task — a decision bundle, a market (chain) bundle or a cross bundle — with its price, the sum of its nodes' catalogue prices, stated before anything is paid. Deterministic and free: a named bundle or decision wins, then the input fields sent, then the authored patterns of the question; on ambiguity it returns candidates with their task lines, and with no match the task lines to choose from. Call it when the user's question takes more than one node (a whole decision with its context, a supply chain read, a shock traced to a seat), passing the question, revenue_usd and chain_position when known; then buy the quote with bf_read_bundle or read nodes one at a time with bf_read_node. Do not use it for a single term or a single rule, which bf_catalogue and bf_read_node answer more cheaply, and do not treat a quote as an answer: it names the nodes and the price, nothing more.

100.0/100

1 trials · measured today

bf_resolve scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.matryoshka-paradigms/business-frameworks, measured 20 Oct 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
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-20100.0shallowv0.2.0

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: bf_resolve
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bf_resolve — Vouch