import type { AggregatedOperationMetrics, OperationSequence } from './aggregator';
export type IntentSignalType = 'latency-regression' | 'error-spike' | 'throughput-drop' | 'missing-workflow-step';
export interface IntentSignal {
    id: string;
    type: IntentSignalType;
    operation?: AggregatedOperationMetrics['operation'];
    confidence: number;
    description: string;
    metadata?: Record<string, unknown>;
    evidence: {
        type: 'metric' | 'sequence' | 'anomaly';
        description: string;
        data?: Record<string, unknown>;
    }[];
}
export interface IntentDetectorOptions {
    errorRateThreshold?: number;
    latencyP99ThresholdMs?: number;
    throughputDropThreshold?: number;
    minSequenceLength?: number;
}
export declare class IntentDetector {
    private readonly options;
    constructor(options?: IntentDetectorOptions);
    detectFromMetrics(current: AggregatedOperationMetrics[], previous?: AggregatedOperationMetrics[]): IntentSignal[];
    detectSequentialIntents(sequences: OperationSequence[]): IntentSignal[];
}