/**
 * ReasoningBank Integration Helper Functions
 * @module @skillsmith/core/learning/ReasoningBankIntegration.helpers
 */
import type { SkillVerdict, SimilarPattern, TrajectoryVerdict, IReasoningBank } from './ReasoningBankIntegration.types.js';
/**
 * Check if a verdict has sufficient data for personalization
 */
export declare function hasConfidentVerdict(verdict: SkillVerdict): boolean;
/**
 * Check if verdict indicates user preference (positive confidence)
 */
export declare function indicatesPreference(verdict: SkillVerdict): boolean;
/**
 * Check if verdict indicates user rejection (negative confidence)
 */
export declare function indicatesRejection(verdict: SkillVerdict): boolean;
/**
 * Get reward value for action type
 */
export declare function getRewardForAction(action: string): number;
/**
 * Extract skill ID from pattern
 */
export declare function extractSkillIdFromPattern(pattern: SimilarPattern): string | null;
/**
 * Extract action type from pattern
 */
export declare function extractActionFromPattern(pattern: SimilarPattern): string | null;
/**
 * Calculate confidence score from patterns
 */
export declare function calculateConfidenceFromPatterns(patterns: SimilarPattern[]): {
    confidence: number;
    breakdown: SkillVerdict['signalBreakdown'];
};
/**
 * Create empty verdict for skill with insufficient data
 */
export declare function createEmptyVerdict(skillId: string): SkillVerdict;
/**
 * Create verdict from action success and reward
 */
export declare function createVerdict(success: boolean, confidenceFromReward: number): TrajectoryVerdict;
/**
 * Create stub ReasoningBank for when V3 module is unavailable
 */
export declare function createStubReasoningBank(): IReasoningBank;
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