/**
 * Static adversarial pattern detection.
 * Runs on the raw output BEFORE the AI pipeline —
 * because prompt injection can bypass semantic analysis.
 */
export interface AdversarialScanResult {
    detected: boolean;
    patterns: string[];
    confidence_cap: number;
}
export declare function scanForAdversarialPatterns(output: string): AdversarialScanResult;
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