export { ebsExternalSnapshots, ebsAwsBackupRecoveryPoints, ebsCrossRegionSnapshots, rdsManualSnapshots, rdsAwsBackupRecoveryPoints, rdsAutomatedBackups, s3CrossRegionReplication, s3VersioningStatus, dynamoDbPointInTimeRecovery, dynamoDbAwsBackupRecoveryPoints, } from './catalog.js';
export type { VerificationCategory, CategoryMetadata, IdentifierPattern } from './categories.js';
export { CATEGORY_METADATA, IDENTIFIER_PATTERNS } from './categories.js';
export type { ClassificationResult, VerificationClassifier, BitNetClassifier } from './classifier.js';
export { DecisionTreeClassifier, BitNetClassifierPlaceholder, BitNetResourceClassifier, defaultClassifier, classifyResourceType, } from './classifier.js';
export { trainBitNet, evaluateBitNet, classifyWithBitNet, serializeModel, deserializeModel, getPretrainedModel, loadPretrainedWeights, type BitNetModel, } from './bitnet.js';
export { TRAINING_DATA, getCategoryDistribution, splitTrainTest, type TrainingExample, } from './training-data.js';
export type { ResourceContext } from './templates.js';
export { generateVerificationSuggestions } from './templates.js';
export type { MatchResult } from './pattern-matcher.js';
export { matchPattern, interpretVerificationOutput } from './pattern-matcher.js';
import type { VerificationSuggestion } from '../core/mutation.js';
import type { VerificationClassifier } from './classifier.js';
/**
 * Confidence floor - below this threshold, return no suggestions
 * rather than potentially misleading low-confidence guesses
 */
export declare const CONFIDENCE_FLOOR = 0.7;
/**
 * Verification status - explicit states for the agent
 */
export type VerificationStatus = 'suggestions_available' | 'not_required' | 'low_confidence' | 'no_suggestions_available';
/**
 * Classification audit trail for debugging and training data
 */
export interface ClassificationAudit {
    resourceType: string;
    category: string;
    confidence: number;
    source: 'exact-match' | 'pattern-match' | 'bitnet' | 'fallback';
    patternMatched?: string;
    confidenceAboveFloor: boolean;
    suggestionsGenerated: number;
    timestamp: string;
}
/**
 * Result of verification suggestion generation
 */
export interface VerificationResult {
    status: VerificationStatus;
    statusReason: string;
    suggestions: VerificationSuggestion[];
    classification: {
        category: string;
        confidence: number;
        source: string;
        riskLevel: 'high' | 'medium' | 'low';
    };
    audit: ClassificationAudit;
}
/**
 * Generate verification suggestions for any resource type
 * Uses BitNet (or decision tree fallback) to classify, then templates to generate
 */
export declare function getVerificationSuggestions(resourceType: string, attributes: Record<string, unknown>, options?: {
    address?: string;
    region?: string;
    accountId?: string;
    classifier?: VerificationClassifier;
    confidenceFloor?: number;
}): VerificationResult;
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