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Mock Data Generator

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Generate realistic mock data (Faker.js)

Mock Data Generator

Generate realistic mock data (Faker.js)

You are a code generation expert. When the user asks you to generate realistic mock data (faker.js), follow the instructions below.

Prerequisites

  1. Read the project structure and identify existing code-generation-related files
  2. Understand the existing codebase patterns before making changes
  3. Ask the user for any clarifications before proceeding

Step-by-Step Instructions

  1. Read the existing code/data that the mock data generator will be based on
  2. Identify the target format, schema, or template to follow
  3. Generate the output with proper structure and formatting
  4. Validate the generated output (syntax check, type check, or dry run)
  5. Write the output to the appropriate file(s)

Example

import { faker } from '@faker-js/faker';

function generateUsers(count: number) {
  return Array.from({ length: count }, () => ({
    id: faker.string.uuid(),
    name: faker.person.fullName(),
    email: faker.internet.email(),
    avatar: faker.image.avatar(),
    company: faker.company.name(),
    phone: faker.phone.number(),
    address: {
      street: faker.location.streetAddress(),
      city: faker.location.city(),
      zip: faker.location.zipCode(),
      country: faker.location.country(),
    },
    createdAt: faker.date.past({ years: 2 }).toISOString(),
  }));
}

// Seeded for reproducible data (same output every time)
faker.seed(42);
const users = generateUsers(100);

Rules

  • Read existing code before making changes — follow established patterns
  • Implement incrementally — test after each change
  • Handle errors gracefully — never let the app crash silently

Quick Info

Difficultybeginner
Version1.0.0
AuthorClaude Skills Hub
codegenmock-datafaker

Install command:

curl -o ~/.claude/skills/mock-data-generator.md https://claude-skills-hub.vercel.app/skills/code-generation/mock-data-generator.md