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memory-engineering-mcp

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🧠 AI Memory System powered by MongoDB Atlas & Voyage AI - Autonomous memory management with zero manual work

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/** * Memory Quality Validator * Ensures memories meet A+ quality standards */ export interface ValidationResult { isValid: boolean; score: 'A+' | 'A' | 'B' | 'C' | 'D' | 'F'; issues: string[]; suggestions: string[]; metrics: { characterCount: number; sectionCount: number; placeholderCount: number; detailLevel: number; }; } /** * Validate memory quality and provide actionable feedback */ export declare function validateMemoryQuality(memoryName: string, content: string, strict?: boolean): ValidationResult; /** * Generate improvement suggestions based on current content */ export declare function generateImprovementTips(memoryName: string, currentContent: string): string[]; /** * Check if content appears to be auto-generated poorly */ export declare function detectLowEffortContent(content: string): boolean; //# sourceMappingURL=memoryValidator.d.ts.map