import type { ToolingEntry } from '../../types/index.js';
/** Check if the project involves sensitive/PII data. */
export declare function hasPiiSignals(stack: string[], description?: string): boolean;
/**
 * Build the test data management criteria for create_spec.
 * These criteria enforce no production data and factory-based test data.
 */
export declare function buildTestDataCriteria(): string[];
/**
 * Map a language to synthetic data tooling recommendations.
 */
export declare function getTestDataTooling(language: string): ToolingEntry[];
/** Get AI-assisted test generation tooling recommendations (language-agnostic). */
export declare function getAiTestingTooling(): ToolingEntry[];
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