/**
 * SMI-1535: Neural Test Infrastructure - Fixtures
 *
 * Test fixtures and default profile creation for neural tests.
 *
 * @see packages/core/src/learning/types.ts
 */
import { type UserPreferenceProfile } from '../../../src/learning/types.js';
/**
 * Create a default empty user preference profile
 *
 * Note: COLD_START_WEIGHTS only defines weights for a subset of SkillCategory values
 * (TESTING, GIT, DEVOPS, DOCUMENTATION, FRONTEND, BACKEND). Categories not in
 * COLD_START_WEIGHTS (DATABASE, SECURITY, PRODUCTIVITY, ANALYSIS) will have
 * undefined weights, which is handled gracefully by the learning algorithm
 * by defaulting to 0 when accessing missing keys.
 */
export declare function createDefaultProfile(): UserPreferenceProfile;
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