@polybiouslabs/polybious
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Polybius is a next-generation intelligent agent framework built for adaptability across diverse domains. It merges contextual awareness, multi-agent collaboration, and predictive reasoning to deliver dynamic, self-optimizing performance.
29 lines (28 loc) • 955 B
TypeScript
import { BaseTool } from '../base-tool';
import type { ToolConfig } from '../../types/agent.types';
export declare class DataAnalysisTool extends BaseTool {
getConfig(): ToolConfig;
execute(params: Record<string, any>): Promise<any>;
private performAnalysis;
private analyzeTrends;
private analyzeCorrelations;
private analyzeDistribution;
private analyzePerformance;
private analyzeComparison;
private calculateTrend;
private calculateVolatility;
private calculateGrowthRate;
private calculateCorrelation;
private calculateMedian;
private calculateMode;
private calculateStandardDeviation;
private calculateQuartiles;
private detectOutliers;
private calculatePercentileRank;
private calculateImprovement;
private calculateOverallScore;
private generatePredictions;
private findStrongCorrelations;
private generateInsights;
private generateRecommendations;
}