import type { FactInput, FactRecord } from "../../state/facts.js";
import type { ReconcileAction } from "./reconcile.js";
/**
 * Interface for resolving ambiguous fact collisions.
 * The judge is consulted ONLY on a deterministic normalized-key collision
 * where no exact (scope,subject,predicate) match exists.
 */
export interface FactJudge {
    resolve(incoming: FactInput, candidate: FactRecord): Promise<ReconcileAction>;
}
/**
 * Build an LLM-backed FactJudge.
 * Mirrors the createClient pattern from src/orchestrator/architect-agent.ts:195-203.
 * Honoring BOBER_TEST_DETERMINISTIC=1 automatically — createClient short-circuits
 * to a DeterministicStubClient whose response is non-JSON, causing parseJudgeAction
 * to return the FALLBACK "add".
 */
export declare function createLLMFactJudge(provider?: string | null, endpoint?: string | null, providerConfig?: Record<string, unknown>, model?: string): FactJudge;
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