Integration Testing
SkillDatabases & dataDesign and implement integration tests that verify component interactions, API endpoints, database operations, and external service communication. Use for integration test, API test, end-to-end component testing, and service layer validation.
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What this skill tells your AI
The instructions your AI receives, as published by aj-geddes/useful-ai-prompts in skills/integration-testing/SKILL.md and read by ahel’s review.
Table of Contents
- Overview
- When to Use
- Quick Start
- Reference Guides
- Best Practices
Overview
Integration testing validates that different components, modules, or services work correctly together. Unlike unit tests that isolate single functions, integration tests verify the interactions between multiple parts of your system including databases, APIs, external services, and infrastructure.
When to Use
- Testing API endpoints with real database connections
- Verifying service-to-service communication
- Validating data flow across multiple layers
- Testing repository/DAO layer with actual databases
- Checking authentication and authorization flows
- Verifying message queue consumers and producers
- Testing third-party service integrations
Quick Start
Minimal working example:
// test/api/users.integration.test.js
const request = require("supertest");
const app = require("../../src/app");
const { setupTestDB, teardownTestDB } = require("../helpers/db");
describe("User API Integration Tests", () => {
beforeAll(async () => {
await setupTestDB();
});
afterAll(async () => {
await teardownTestDB();
});
beforeEach(async () => {
await clearUsers();
});
describe("POST /api/users", () => {
it("should create a new user with valid data", async () => {
const userData = {
email: "test@example.com",
name: "Test User",
password: "SecurePass123!",
};
// ... (see reference guides for full implementation)
Reference Guides
Detailed implementations in the references/ directory:
| Guide | Contents |
|---|---|
| API Integration Testing | API Integration Testing |
| Database Integration Testing | Database Integration Testing |
| External Service Integration | External Service Integration |
| Message Queue Integration | Message Queue Integration |
Best Practices
✅ DO
- Use real databases in integration tests (in-memory or containers)
- Test actual HTTP requests, not mocked responses
- Verify database state after operations
- Test transaction boundaries and rollbacks
- Include authentication/authorization in tests
- Test error scenarios and edge cases
- Use test containers for isolated environments
- Clean up data between tests
❌ DON'T
- Mock database connections in integration tests
- Skip testing error paths
- Leave test data in databases
- Use production databases for testing
- Ignore transaction management
- Test only happy paths
- Share state between tests
- Hardcode URLs or credentials
Signals
- GitHub stars
- 336
- Forks
- 55
- Last commit
- Mar 2026
Advanced
- Catalog kind
- skill
- Gateway key
integration-testing- Source
- github.com/aj-geddes/useful-ai-prompts