import type { TraceData, Detection } from '../../shared/types/index.js';
import type { IDetector, DetectionContext } from '../interfaces/index.js';
import { LLMService } from '../../services/llm.service.js';
import { ProjectContextService } from '../../services/project-context.service.js';
import { AdapterCapability } from '../../adapters/interfaces/index.js';
import { ScoringService } from '../scoring/index.js';
export declare class LLMNovelPatternDetector implements IDetector {
    private readonly llmService;
    private readonly projectContextService;
    private readonly scoringService;
    readonly name = "LLMNovelPatternDetector";
    readonly priority = 5;
    readonly requiredCapabilities: AdapterCapability[];
    constructor(llmService: LLMService, projectContextService: ProjectContextService, scoringService: ScoringService);
    detect(trace: TraceData, context: DetectionContext): Promise<Detection[]>;
    private sampleTraceEvents;
    private isInterestingEvent;
    private stratifiedSample;
    private scoreDetection;
}