import type { ExperimentRecord } from "./experiment-log.js";
export interface Pattern {
    description: string;
    successRate: number;
    sampleSize: number;
    metricGain: number;
}
export interface DecisionContext {
    agentId: string;
    currentMetrics: Record<string, number>;
    taskDescription: string;
}
/**
 * Identify patterns from experiment history for a given metric.
 * Groups by hypothesis prefix words and calculates success rates.
 */
export declare function identifyPatterns(history: ExperimentRecord[], metric: string): Pattern[];
/**
 * Suggest next experiments based on successful patterns and current context.
 */
export declare function suggestNext(context: DecisionContext, patterns: Pattern[]): string[];
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