/** * Self-Modification Engine * Enables the system to modify its own architecture and behavior */ export interface ModificationResult { success: boolean; modification: string; impact: number; rollbackData?: any; } export interface ArchitecturalChange { type: 'add_tool' | 'modify_behavior' | 'create_connection' | 'optimize_path'; target: string; newCode: string; reasoning: string; riskLevel: number; } export declare class SelfModificationEngine { private modificationHistory; private safeguards; private recursionDepth; private maxRecursionDepth; /** * Generate potential self-modifications based on performance analysis */ generateModifications(performanceData: any): Promise; /** * Apply self-modification with safety checks */ applySelfModification(modification: ArchitecturalChange): Promise; /** * Generate stochastic architectural variations */ generateStochasticVariations(): ArchitecturalChange[]; private generateOptimizationCode; private generateConnectionCode; private generateCombinationTool; private generateParameterMutation; private generateWeightMutation; private generateNovelReasoningPath; private generateNovelToolCombinations; private createRollbackPoint; private executeModification; private testModification; private rollbackModification; /** * Get modification capabilities */ getCapabilities(): any; }