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The pipe layer of an AI nervous system: one interface connecting provider neurons to your application, across three inference types — generate, stream and decide. `decide` returns typed, calibrated judgements from a non-generative model (~400ms, ~$0.00002

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/** * Readers for a decision model's answer map. * * Every reader validates at runtime and returns `undefined` for a missing id * **or** a type mismatch, so no call site needs a type assertion (CLAUDE.md * rule 14) and "no opinion" stays distinguishable from "an opinion of 0". * * @module utils/decisionAnswers */ import type { DecisionAnswerMap, DecisionBooleanGate, DecisionChoiceReading, DecisionQuestion, DecisionResult, DecisionScoreReading, ProviderDescriptor } from "../types/index.js"; /** * Read a yes/no answer as a probability. * * Returns undefined when the id is absent or the answer was a different * type — a caller can therefore tell "not answered" from "answered 0". */ export declare function readDecisionBoolean(answers: DecisionAnswerMap, id: string): number | undefined; /** * Read a choice answer, including the full ranking. * * `ranked` is the distribution sorted highest-first. This is what makes one * choice question over N options a ranking of all N — the basis for picking * from a large catalogue in a single request. */ export declare function readDecisionChoice(answers: DecisionAnswerMap, id: string): DecisionChoiceReading | undefined; export declare function readDecisionScore(answers: DecisionAnswerMap, id: string): DecisionScoreReading | undefined; /** * A yes/no answer carries no confidence of its own, so certainty has to be * inferred from how far the probability sits from a coin flip. 0.5 → 0, and * 0 or 1 → 1. */ export declare function decisionBooleanConfidence(probability: number): number; /** Whether a descriptor declares support for a given inference type. */ export declare function servesInferenceKind(descriptor: Pick<ProviderDescriptor, "inferenceKinds">, kind: "generate" | "stream" | "decide"): boolean; /** * Read a yes/no answer as an actionable decision, or `undefined` when there * is not enough signal to act. * * Three outcomes, and keeping them distinct is the whole point: `true` (a * confident yes), `false` (a confident no), and `undefined` (unanswered, the * wrong type, or too close to a coin flip). Every consumer of the `decide` * inference type needs exactly this, so the bars live here rather than being * re-invented — inconsistently — at each call site. */ export declare function gateDecisionBoolean(answers: DecisionAnswerMap, id: string, gate?: DecisionBooleanGate): boolean | undefined; /** * Build a question id that survives a round trip. * * Question ids are the only thing tying an answer back to what it was asked * about, and a batch mixes heterogeneous questions (one per server, one per * message, plus gates), so the namespace prefix is what demultiplexes them. * The index — not the subject's own name — is the key, because ids from the * wild (server ids, model ids, file paths) are not guaranteed to be distinct * after any normalisation the wire might apply. */ export declare function decisionKey(namespace: string, index: number): string; /** Namespace for questions a host adds through `decisionHooks.extendQuestions`. */ export declare const HOST_DECISION_NAMESPACE = "host"; /** Whether a wire id is one the funnel gave a host's question (`host__N`). */ export declare function isHostDecisionKey(id: string): boolean; /** * A validated copy of a question a host handed back from `extendQuestions`, * or undefined when it is malformed or cannot be copied. The wire carries * the copy, never the host's object: a getter, a proxy or a later edit on * the host's side can then reach neither the request nor the answers keyed * on it. A value `structuredClone` refuses (a proxy, a function-valued * field, a throwing getter) is treated as malformed. */ export declare function snapshotDecisionQuestion(value: unknown): DecisionQuestion | undefined; /** * `result` without the answers to a host's namespaced questions — what a * consumer is handed when the funnel's host-facing steps failed after the * wire call had already returned. A null-prototype map, so an own id such * as `__proto__` survives the copy. */ export declare function stripHostAnswers(result: DecisionResult, hostIdByWireId: ReadonlyMap<string, string>): DecisionResult; /** * Runtime check that a value from outside the type system — a host's * `extendQuestions` hook — is a well-formed question, so a malformed one * is dropped on its own rather than failing the whole request that * NeuroLink's own routing depends on. * * A `choice` needs at least two options and a `score` at least two levels; * fewer carries no information, and the servers refuse it anyway. */ export declare function isDecisionQuestion(value: unknown): value is DecisionQuestion;