testing-strategies
Use when writing tests, setting up test frameworks, implementing mocking strategies, or establishing testing best practices (unit, integration, E2E) across any technology stack.
Best use case
testing-strategies is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Use when writing tests, setting up test frameworks, implementing mocking strategies, or establishing testing best practices (unit, integration, E2E) across any technology stack.
Teams using testing-strategies should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/testing-strategies/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How testing-strategies Compares
| Feature / Agent | testing-strategies | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Use when writing tests, setting up test frameworks, implementing mocking strategies, or establishing testing best practices (unit, integration, E2E) across any technology stack.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
Related Guides
SKILL.md Source
# Universal Testing Strategies
## Overview
Language-agnostic testing patterns and strategies applicable across all technology stacks.
## Testing Pyramid
```
┌───────┐
│ E2E │ Few, slow, expensive
─┴───────┴─
┌───────────┐
│Integration│ Some, medium speed
─┴───────────┴─
┌───────────────┐
│ Unit │ Many, fast, cheap
─┴───────────────┴─
```
### Unit Tests (70-80%)
- Test individual functions/methods in isolation
- Mock external dependencies
- Fast execution (< 10ms per test)
- High volume, run on every save
### Integration Tests (15-20%)
- Test component interactions
- Real database/API calls (often with test containers)
- Medium speed (100ms - 1s per test)
- Run on commit/PR
### End-to-End Tests (5-10%)
- Test complete user flows
- Real browser/environment
- Slow (seconds to minutes)
- Run before deployment
## Test Structure: AAA Pattern
```
// Arrange - Set up test data and conditions
const user = createTestUser({ email: 'test@example.com' });
const service = new UserService(mockDb);
// Act - Execute the code under test
const result = await service.createUser(user);
// Assert - Verify the expected outcome
expect(result.id).toBeDefined();
expect(result.email).toBe('test@example.com');
```
## Naming Conventions
### Test File Names
```
component.test.ts # Unit tests
component.spec.ts # Alternative convention
component.integration.ts # Integration tests
component.e2e.ts # End-to-end tests
```
### Test Case Names
Use descriptive names that explain the scenario:
```
// Pattern: should [expected behavior] when [condition]
describe('UserService', () => {
describe('createUser', () => {
it('should create user when valid data provided', () => {});
it('should throw ValidationError when email is invalid', () => {});
it('should throw DuplicateError when email already exists', () => {});
});
});
```
### BDD Style (Given-When-Then)
```
describe('User Registration', () => {
describe('given a valid email and password', () => {
describe('when the user submits the form', () => {
it('then creates a new account', () => {});
it('then sends a welcome email', () => {});
});
});
});
```
## Mocking Strategies
### Test Doubles Overview
| Type | Purpose | Example |
|------|---------|---------|
| **Stub** | Returns predetermined values | `stub.returns(42)` |
| **Mock** | Verifies interactions | `expect(mock).toHaveBeenCalled()` |
| **Spy** | Wraps real implementation | `spy(realFunction)` |
| **Fake** | Working implementation (simplified) | In-memory database |
| **Dummy** | Placeholder (not used) | Required parameter |
### When to Mock
**DO Mock:**
- External services (APIs, databases)
- Time-dependent functions
- Random number generators
- File system operations
- Network requests
**DON'T Mock:**
- The code under test
- Simple value objects
- Pure functions with no side effects
### Mock Example
```typescript
// Mock external API
const mockApi = {
getUser: jest.fn().mockResolvedValue({ id: '1', name: 'Test' })
};
// Inject mock
const service = new UserService(mockApi);
const result = await service.getUser('1');
// Verify interaction
expect(mockApi.getUser).toHaveBeenCalledWith('1');
expect(result.name).toBe('Test');
```
## Test Data Management
### Test Factories
Create reusable factory functions for test data:
```typescript
// factories/user.ts
export function createTestUser(overrides = {}) {
return {
id: randomUUID(),
email: `test-${Date.now()}@example.com`,
name: 'Test User',
createdAt: new Date(),
...overrides
};
}
// In tests
const user = createTestUser({ name: 'Custom Name' });
```
### Fixtures
Static test data for consistent testing:
```typescript
// fixtures/users.ts
export const validUser = {
email: 'valid@example.com',
password: 'SecurePass123!'
};
export const invalidEmails = [
'no-at-sign',
'@no-local.com',
'no-domain@',
'spaces in@email.com'
];
```
## Assertion Best Practices
### Be Specific
```typescript
// BAD - vague assertion
expect(result).toBeTruthy();
// GOOD - specific assertion
expect(result.success).toBe(true);
expect(result.data.id).toBe('expected-id');
```
### One Logical Assertion Per Test
```typescript
// BAD - multiple unrelated assertions
it('should process order', () => {
expect(order.id).toBeDefined();
expect(order.total).toBe(100);
expect(emailService.send).toHaveBeenCalled();
expect(inventory.reduce).toHaveBeenCalled();
});
// GOOD - focused tests
it('should assign an order ID', () => {
expect(order.id).toBeDefined();
});
it('should calculate correct total', () => {
expect(order.total).toBe(100);
});
it('should send confirmation email', () => {
expect(emailService.send).toHaveBeenCalled();
});
```
### Custom Matchers
Create domain-specific matchers for readability:
```typescript
expect.extend({
toBeValidEmail(received) {
const pass = /^[^\s@]+@[^\s@]+\.[^\s@]+$/.test(received);
return {
pass,
message: () => `expected ${received} to be a valid email`
};
}
});
// Usage
expect('user@example.com').toBeValidEmail();
```
## Edge Cases to Test
### Input Validation
- Empty/null/undefined inputs
- Boundary values (0, -1, MAX_INT)
- Invalid types
- Malformed data
### State Transitions
- Initial state
- After single operation
- After multiple operations
- After error and recovery
### Async Operations
- Successful completion
- Timeout
- Network errors
- Concurrent operations
- Race conditions
### Error Handling
- Expected errors (validation)
- Unexpected errors (system)
- Error recovery
- Error propagation
## Code Coverage Guidelines
### Coverage Targets
| Type | Target | Notes |
|------|--------|-------|
| Line Coverage | 80% | Minimum acceptable |
| Branch Coverage | 75% | Test all conditionals |
| Function Coverage | 90% | All public APIs |
| Critical Paths | 100% | Auth, payments, data integrity |
### Coverage Pitfalls
**High coverage ≠ good tests**
```typescript
// 100% coverage but useless test
it('should run without error', () => {
processOrder(order); // No assertions!
});
```
**Focus on:**
- Business-critical paths
- Edge cases and error handling
- Integration points
## Test Performance
### Keep Tests Fast
| Test Type | Target Time |
|-----------|-------------|
| Unit test | < 10ms |
| Integration test | < 1s |
| E2E test | < 30s |
| Full suite | < 5min |
### Parallelization
```bash
# Run tests in parallel
vitest --pool=threads
jest --maxWorkers=4
pytest -n auto
go test -parallel 4
```
### Test Isolation
Tests should not depend on each other:
```typescript
// BAD - shared state
let counter = 0;
it('test 1', () => { counter++; });
it('test 2', () => { expect(counter).toBe(1); }); // Fragile!
// GOOD - isolated state
beforeEach(() => { counter = 0; });
it('test 1', () => { counter++; expect(counter).toBe(1); });
it('test 2', () => { counter++; expect(counter).toBe(1); });
```
## CI/CD Integration
### Pre-commit
- Lint checks
- Type checks
- Unit tests (fast)
### Pull Request
- Full unit test suite
- Integration tests
- Coverage report
### Pre-deployment
- E2E tests
- Performance tests
- Security scans
## Test Maintenance
### Avoid Flaky Tests
- Don't depend on timing
- Don't depend on external services
- Use deterministic data
- Retry with care (hide real issues)
### Keep Tests Readable
- Clear naming
- Minimal setup
- Obvious assertions
- Helpful failure messages
### Review Test Code
- Test code is production code
- Apply same quality standards
- Refactor when needed
---
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