export type ManagedCycleInput = {
    scope: unknown;
    evidence: unknown[];
    index?: boolean;
    maxP95Ms?: number;
    evaluation?: {
        manifest: unknown;
        baselineId: string;
        candidateId: string;
    };
};
/** authorize is host-owned and rechecked across asynchronous boundaries. */
export declare function cycleLearning(root: string, value: unknown, publicKey: string | undefined, authorize: () => boolean): Promise<{
    cycleId: string;
    phases: string[];
    recorded: string[];
    duplicates: string[];
    indexed: string[];
    deferred: string[];
    recommendation: {
        advisory: boolean;
        selected: {
            strategy: {
                id: string;
                model: string;
                workers: number;
                template: string;
            };
            samples: number;
            successes: number;
            successRate: number;
            successesPerDollar: number;
            p95Ms: number;
            evidenceIds: string[];
        };
        candidates: {
            strategy: {
                id: string;
                model: string;
                workers: number;
                template: string;
            };
            samples: number;
            successes: number;
            successRate: number;
            successesPerDollar: number;
            p95Ms: number;
            evidenceIds: string[];
        }[];
        abstained: boolean;
        reason: string;
        defaultsChanged: boolean;
    };
    evaluation: {
        advisory: boolean;
        eligible: boolean;
        baselineP95Ms: number;
        candidateP95Ms: number;
        delta: number;
        baselineEfficiency: number;
        candidateEfficiency: number;
        pairedResults: number;
        corpusHash: string;
        noRegression: boolean;
        metaharness: import("./harness-benchmark.js").AcceptResult;
        defaultsChanged: boolean;
        evidenceIds: string[];
    } | null;
    memory: {
        available: boolean;
        recalled: number;
        backend: string;
    } | null;
    elapsedMs: number;
    advisory: boolean;
    defaultsChanged: boolean;
    promotionRequested: boolean;
}>;
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