gepa-spo/dist/cli.d.ts

Genetic-Pareto prompt optimizer to evolve system prompts from a few rollouts with modular support and intelligent crossover

#!/usr/bin/env node
import type { TaskItem } from './types.js';
/**
 * Calculate percentage improvement
 */
declare function calculateImprovement(initial: number, final: number): {
    absolute: number;
    percentage: number;
};
/**
 * Format statistics for logging
 */
declare function formatStats(stats: {
    initialScore: number;
    finalScore: number;
    iterations: number;
    budgetUsed: number;
    totalBudget: number;
    candidatesGenerated: number;
    acceptedCandidates: number;
    crossoverOperations: number;
    mutationOperations: number;
    strategySwitches: number;
    paretoSize: number;
    feedbackSize: number;
    holdoutSize: number;
}): string;
/**
 * Validate configuration and provide helpful error messages
 */
declare function validateConfig(config: Record<string, unknown>, dtrainLength: number): void;
/**
 * Apply sensible defaults to configuration
 */
declare function applyDefaults(config: Record<string, unknown>, dtrainLength: number): Record<string, unknown>;
/**
 * Parse input with support for new format: { system?: string, modules?: [{id,prompt}], prompts: [...] }
 * Validates input structure and handles fallbacks
 */
declare function parseInput(inputRaw: Record<string, unknown>): {
    system: string;
    prompts: Array<Partial<TaskItem>>;
};
declare function parseArgs(argv: string[]): Record<string, string>;
declare function printHelp(): void;
declare function main(): Promise<void>;
export { parseArgs, main, parseInput, validateConfig, applyDefaults, printHelp, calculateImprovement, formatStats };