export default test-development

name	test-development
description	Create comprehensive test suites by discovering and adapting to any testing framework, following project test patterns and ensuring robust coverage. Use when writing tests, improving coverage, validating functionality. Triggers: 'test', 'coverage', 'unit test', 'integration test', 'E2E', 'spec', '테스트', '커버리지', '단위 테스트', '통합 테스트', '테스트 작성', working with *.test.*, *.spec.*, test/, __tests__/.

Test Development Methodology

This skill enables creation of comprehensive, project-appropriate tests by learning from existing test patterns and conventions.

Leverages: [codebase-analysis] skill for discovering testing frameworks and patterns.

Testing Philosophy

Pattern-Driven Testing

• Learn from existing tests: Match structure, naming, and assertions
• Framework agnostic: Adapt to any testing framework or methodology
• Project conventions: Follow discovered test organization
• Quality first: Robust coverage and validation

Test Coverage Principles

• Test what matters most for the project
• Follow project's testing pyramid (unit/integration/e2e ratio)
• Match existing coverage standards
• Ensure tests are maintainable and readable

Testing Workflow

Phase 1: Test Environment Discovery

Using [codebase-analysis]:

1. Find tests: Locate all test files and directories
2. Identify framework: Detect testing framework and runners
3. Analyze structure: Learn test organization patterns
4. Discover execution: Find test commands and scripts
5. Understand coverage: Learn coverage tools and standards

Phase 2: Test Pattern Analysis

Study existing tests:

1. Naming conventions: Test file and function naming
2. Structure patterns: Setup/teardown, fixtures, helpers
3. Assertion style: expect(), assert(), should(), etc.
4. Test data: How fixtures and test data are managed
5. Integration patterns: How tests interact with services

Phase 3: Test Implementation

Create tests matching patterns:

1. Follow discovered test structure exactly
2. Use same testing libraries and utilities
3. Match naming and organization conventions
4. Apply consistent assertion patterns
5. Integrate with existing test data/fixtures

Framework Detection and Adaptation

JavaScript/TypeScript

// Detected: Jest framework (from jest.config.js, *.test.ts)
// Match existing pattern:

describe('ProductService', () => {
  let service: ProductService;
  let mockRepository: jest.Mocked<ProductRepository>;

  beforeEach(() => {
    mockRepository = {
      findById: jest.fn(),
      save: jest.fn(),
    } as any;
    service = new ProductService(mockRepository);
  });

  it('should return product when found', async () => {
    // Arrange
    const productId = 1;
    const expectedProduct = { id: productId, name: 'Test' };
    mockRepository.findById.mockResolvedValue(expectedProduct);

    // Act
    const result = await service.getProduct(productId);

    // Assert
    expect(result).toEqual(expectedProduct);
    expect(mockRepository.findById).toHaveBeenCalledWith(productId);
  });
});

Python

# Detected: pytest framework (from pytest.ini, conftest.py)
# Match existing pattern:

import pytest
from services.product_service import ProductService

class TestProductService:
    @pytest.fixture
    def service(self, mock_repository):
        return ProductService(mock_repository)

    @pytest.fixture
    def mock_repository(self, mocker):
        return mocker.Mock()

    def test_get_product_returns_product_when_found(self, service, mock_repository):
        # Arrange
        product_id = 1
        expected_product = Product(id=product_id, name="Test")
        mock_repository.find_by_id.return_value = expected_product

        # Act
        result = service.get_product(product_id)

        # Assert
        assert result == expected_product
        mock_repository.find_by_id.assert_called_once_with(product_id)

Go

// Detected: Standard go test framework (from *_test.go files)
// Match existing pattern:

package product

import (
    "testing"
    "github.com/stretchr/testify/assert"
    "github.com/stretchr/testify/mock"
)

type MockRepository struct {
    mock.Mock
}

func (m *MockRepository) FindByID(id int) (*Product, error) {
    args := m.Called(id)
    return args.Get(0).(*Product), args.Error(1)
}

func TestProductService_GetProduct_ReturnsProductWhenFound(t *testing.T) {
    // Arrange
    mockRepo := new(MockRepository)
    service := NewProductService(mockRepo)
    productID := 1
    expectedProduct := &Product{ID: productID, Name: "Test"}
    mockRepo.On("FindByID", productID).Return(expectedProduct, nil)

    // Act
    result, err := service.GetProduct(productID)

    // Assert
    assert.NoError(t, err)
    assert.Equal(t, expectedProduct, result)
    mockRepo.AssertExpectations(t)
}

Java

// Detected: JUnit 5 + Mockito (from @Test, @ExtendWith annotations)
// Match existing pattern:

import org.junit.jupiter.api.Test;
import org.junit.jupiter.api.BeforeEach;
import org.junit.jupiter.api.DisplayName;
import org.mockito.Mock;
import org.mockito.InjectMocks;
import org.mockito.junit.jupiter.MockitoExtension;
import static org.assertj.core.api.Assertions.assertThat;
import static org.mockito.Mockito.*;

@ExtendWith(MockitoExtension.class)
class ProductServiceTest {

    @Mock
    private ProductRepository productRepository;

    @InjectMocks
    private ProductService productService;

    @Test
    @DisplayName("Should return product when found")
    void getProduct_WhenProductExists_ReturnsProduct() {
        // Arrange
        Long productId = 1L;
        Product expectedProduct = Product.builder()
            .id(productId)
            .name("Test Product")
            .build();
        when(productRepository.findById(productId))
            .thenReturn(Optional.of(expectedProduct));

        // Act
        Product result = productService.getProduct(productId);

        // Assert
        assertThat(result).isEqualTo(expectedProduct);
        verify(productRepository).findById(productId);
    }
}

Test Pattern Matching

Test Naming Conventions

# Learn from existing tests:
# Pattern found: test_methodName_condition_expectedResult

# ✅ Match the pattern:
def test_createProduct_withValidData_returnsProduct():
    pass

def test_createProduct_withDuplicateName_raisesValidationError():
    pass

def test_createProduct_withNegativePrice_raisesValidationError():
    pass

Test Organization

// Learn from existing tests:
// Pattern found: Describe blocks for class, nested for methods

// ✅ Match the structure:
describe('OrderService', () => {
  describe('createOrder', () => {
    it('should create order with valid data', () => {});
    it('should throw error with invalid customer', () => {});
    it('should throw error with empty items', () => {});
  });

  describe('cancelOrder', () => {
    it('should cancel order when pending', () => {});
    it('should throw error when already shipped', () => {});
  });
});

Assertion Style Matching

// Learn from existing tests:
// Pattern found: expect() with matcher methods

// ✅ Match assertion style:
expect(result).toBe(expected);
expect(array).toHaveLength(3);
expect(object).toEqual({ id: 1, name: 'Test' });
expect(fn).toHaveBeenCalledWith(arg1, arg2);

// ❌ Don't use different style:
assert.equal(result, expected);  // Wrong - project uses expect()

Test Data Management

# Learn from existing tests:
# Pattern found: Fixtures in conftest.py

# ✅ Follow existing fixture pattern:
# In conftest.py
@pytest.fixture
def valid_product_data():
    return {
        "name": "Test Product",
        "price": 99.99,
        "category": "Electronics"
    }

# In test file
def test_create_product_success(valid_product_data):
    product = create_product(valid_product_data)
    assert product.name == valid_product_data["name"]

Coverage Strategies

Unit Testing

// Focus on single unit isolation
// Test all paths: happy path + error cases + edge cases

@Test
void calculateDiscount_RegularCustomer_Returns10Percent() {
    // Test happy path
}

@Test
void calculateDiscount_NullCustomer_ThrowsException() {
    // Test error case
}

@Test
void calculateDiscount_ZeroAmount_ReturnsZero() {
    // Test edge case
}

Integration Testing

// Test component interactions
// Use project's integration test patterns

describe('OrderController Integration', () => {
  let app: INestApplication;
  let orderRepository: Repository<Order>;

  beforeAll(async () => {
    // Setup test database
    const module = await Test.createTestingModule({
      imports: [AppModule],
    }).compile();

    app = module.createNestApplication();
    await app.init();
  });

  it('should create order end-to-end', async () => {
    const response = await request(app.getHttpServer())
      .post('/orders')
      .send({ customerId: 1, items: [...] })
      .expect(201);

    expect(response.body).toHaveProperty('id');
  });
});

End-to-End Testing

# Detected: Selenium/Playwright for E2E
# Match existing E2E patterns

def test_user_can_complete_purchase_flow(browser):
    # Navigate to product page
    browser.goto("/products/1")

    # Add to cart
    browser.click("#add-to-cart")

    # Proceed to checkout
    browser.click("#checkout")

    # Fill shipping info
    browser.fill("#shipping-address", "123 Main St")

    # Complete purchase
    browser.click("#complete-order")

    # Verify success
    assert browser.is_visible("#order-confirmation")

Test Quality Standards

AAA Pattern (Arrange-Act-Assert)

func TestOrderService_ProcessOrder(t *testing.T) {
    // Arrange
    order := &Order{
        ID: 1,
        CustomerID: 100,
        Items: []Item{{ProductID: 1, Quantity: 2}},
    }
    mockRepo := new(MockRepository)
    service := NewOrderService(mockRepo)

    // Act
    result, err := service.ProcessOrder(order)

    // Assert
    assert.NoError(t, err)
    assert.Equal(t, OrderStatus.Processing, result.Status)
}

Test Independence

# ✅ Each test is independent
class TestUserService:
    def test_create_user(self):
        service = UserService()  # Fresh instance
        user = service.create_user({"email": "[e-mail]"})
        assert user.email == "[e-mail]"

    def test_delete_user(self):
        service = UserService()  # Fresh instance
        # Test doesn't depend on test_create_user
        pass

Clear Test Failures

// ✅ Descriptive assertions that help debug failures
it('should calculate correct total with tax', () => {
  const result = calculator.calculateTotal(100);

  // Good: Clear what's being tested
  expect(result.subtotal).toBe(100);
  expect(result.tax).toBe(10);
  expect(result.total).toBe(110);

  // ❌ Bad: Unclear which part failed
  // expect(result).toEqual({ subtotal: 100, tax: 10, total: 110 });
});

Test Execution Integration

Match Project Test Commands

# Detect from package.json, Makefile, justfile, etc.

# Found in package.json:
"scripts": {
  "test": "jest",
  "test:watch": "jest --watch",
  "test:coverage": "jest --coverage"
}

# Ensure new tests work with existing commands
npm test  # Must pass
npm run test:coverage  # Must maintain coverage

CI/CD Integration

# Learn from existing .github/workflows/test.yml
# Ensure new tests integrate with CI pipeline

# Existing CI runs:
# - npm test
# - npm run lint
# - npm run build

# New tests must pass all these checks

Quality Checklist

Before finalizing tests:

• Test structure matches existing tests
• Naming follows project conventions
• Assertions use same style as project
• Test data follows existing patterns
• All tests pass when run
• Tests are independent and isolated
• Test failures provide clear diagnostics
• Coverage meets project standards
• Tests integrate with existing CI/CD

Anti-Patterns to Avoid

❌ Testing Implementation Details:

// Wrong - testing internal state
expect(service.internalCache.size).toBe(3);

// Right - testing behavior
expect(service.getUsers()).toHaveLength(3);

❌ Fragile Tests:

# Wrong - breaks with minor changes
assert user.created_at == datetime(2024, 1, 1, 12, 30, 45)

# Right - tests what matters
assert user.created_at is not None
assert user.created_at <= datetime.now()

❌ Dependent Tests:

// Wrong - tests depend on order
@Test
void test1_createUser() { ... }

@Test
void test2_updateUser() {  // Depends on test1
    // Breaks if test1 fails or runs separately
}

---

Remember: Great tests are readable, maintainable, and follow project patterns. Use [codebase-analysis] to discover testing conventions, then create tests that feel native to the project's testing culture.