snow-flow
Version:
Snow-Flow v3.2.0: Complete ServiceNow Enterprise Suite with 180+ MCP Tools. ATF Testing, Knowledge Management, Service Catalog, Change Management with CAB scheduling, Virtual Agent chatbots with NLU, Performance Analytics KPIs, Flow Designer automation, A
28 lines • 1.09 kB
TypeScript
/**
* ServiceNow Queen Neural Learning System
* Pattern recognition and adaptive learning from deployment history
*/
import { TaskAnalysis, AgentType, ServiceNowTask } from './types';
import { QueenMemorySystem } from './queen-memory';
export declare class NeuralLearning {
private memory;
private learningWeights;
constructor(memory: QueenMemorySystem);
private initializeLearningWeights;
analyzeTask(objective: string): TaskAnalysis;
private classifyTask;
private estimateComplexity;
private evaluateComplexityFactor;
private countKeywords;
private suggestAgents;
private identifyDependencies;
learnFromSuccess(task: ServiceNowTask, duration: number, agentsUsed: AgentType[]): void;
learnFromFailure(task: ServiceNowTask, error: string, agentsUsed: AgentType[]): void;
private calculateNewSuccessRate;
private inferMcpSequence;
private adjustWeightsFromSuccess;
private adjustWeightsFromFailure;
getLearningInsights(): any;
private calculateOverallConfidence;
}
//# sourceMappingURL=neural-learning.d.ts.map