/**
 * SMI-1535: Neural Test Infrastructure - Test Utilities
 *
 * Utilities for creating and cleaning up neural test contexts.
 *
 * @see packages/core/src/learning/interfaces.ts
 */
import { MockSignalCollector, MockPreferenceLearner, MockPersonalizationEngine, MockPrivacyManager, MockUserPreferenceRepository } from './neural-mocks.js';
/**
 * Neural test context containing all mock service instances
 */
export interface NeuralTestContext {
    signalCollector: MockSignalCollector;
    preferenceLearner: MockPreferenceLearner;
    personalizationEngine: MockPersonalizationEngine;
    privacyManager: MockPrivacyManager;
    profileRepository: MockUserPreferenceRepository;
}
/**
 * Create a fresh neural test context with all mock services
 */
export declare function createNeuralTestContext(): NeuralTestContext;
/**
 * Clean up a neural test context (release resources)
 */
export declare function cleanupNeuralTestContext(ctx: NeuralTestContext): Promise<void>;
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