Persona SDK

✨TypeScript-first persona generation

Generate Realistic Personas
with Statistical Distributions

Create diverse, statistically accurate personas using mathematical distributions, AI-powered insights, and real-world correlations. Perfect for testing, simulations, and user research.

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Quick Installation

npm install @jamesaphoenix/persona-sdk

Quick Example

Generate realistic personas with statistical distributions

generate-team.ts

1import { PersonaGroup, NormalDistribution } from '@jamesaphoenix/persona-sdk';
2
3// Generate realistic tech workers
4const team = await PersonaGroup.generate({
5  name: 'Tech Workforce',
6  size: 100,
7  attributes: {
8    age: new NormalDistribution(32, 8),
9    salary: new NormalDistribution(95000, 25000),
10    experience: new NormalDistribution(6, 3)
11  },
12  correlations: [
13    { attribute1: 'age', attribute2: 'salary', correlation: 0.7 },
14    { attribute1: 'experience', attribute2: 'salary', correlation: 0.8 }
15  ]
16});
17
18// Get insights
19const insights = team.getStatistics('salary');
20console.log(`Average salary: $${insights.mean.toLocaleString()}`);