/**
 * Deterministic failure → triage item mapper.
 *
 * Takes raw activity/blocker/decision events and produces canonical
 * `LiveTriageItem` objects with proof bundles and recommended actions.
 */
import type { LiveTriageItem, LiveDecision } from "../../contracts/shared-types.js";
/**
 * Map a raw failure event to a LiveTriageItem.
 *
 * Known failure types are mapped deterministically. Unknown types are
 * classified via LLM with a safe heuristic fallback.
 */
export declare function mapFailureToTriageItem(input: {
    id: string;
    failureType: string;
    reason?: string | null;
    provider?: string | null;
    initiativeId?: string | null;
    initiativeTitle?: string | null;
    workstreamId?: string | null;
    workstreamTitle?: string | null;
    taskId?: string | null;
    taskTitle?: string | null;
    agentId?: string | null;
    domain?: string | null;
    sourceSystem?: string | null;
    runId?: string | null;
    logPath?: string | null;
    outputPath?: string | null;
    metadata?: Record<string, unknown>;
    timestamp?: string;
}): Promise<LiveTriageItem>;
/**
 * Map an existing LiveDecision to a LiveTriageItem for unified display.
 */
export declare function mapDecisionToTriageItem(decision: LiveDecision): LiveTriageItem;
/**
 * Deduplicate triage items by dedupeKey, merging occurrence counts.
 */
export declare function deduplicateTriageItems(items: LiveTriageItem[]): LiveTriageItem[];
/** Supported failure types for triage mapping. */
export declare const SUPPORTED_FAILURE_TYPES: string[];