name	designing-tests
description	Designs and implements testing strategies for any codebase. Use when adding tests, improving coverage, setting up testing infrastructure, debugging test failures, or when asked about unit tests, integration tests, or E2E testing.

Designing Tests

Test Implementation Workflow

Copy this checklist and track progress:

Test Implementation Progress:
- [ ] Step 1: Identify what to test
- [ ] Step 2: Select appropriate test type
- [ ] Step 3: Write tests following templates
- [ ] Step 4: Run tests and verify passing
- [ ] Step 5: Check coverage meets targets
- [ ] Step 6: Fix any failing tests

Testing Pyramid

Apply the testing pyramid for balanced coverage:

        /\
       /  \     E2E Tests (10%)
      /----\    - Critical user journeys
     /      \   - Slow but comprehensive
    /--------\  Integration Tests (20%)
   /          \ - Component interactions
  /------------\ - API contracts
 /              \ Unit Tests (70%)
/________________\ - Fast, isolated
                   - Business logic focus

Framework Selection

JavaScript/TypeScript

Type	Recommended	Alternative
Unit	Vitest	Jest
Integration	Vitest + MSW	Jest + SuperTest
E2E	Playwright	Cypress
Component	Testing Library	Enzyme

Python

Type	Recommended	Alternative
Unit	pytest	unittest
Integration	pytest + httpx	pytest + requests
E2E	Playwright	Selenium
API	pytest + FastAPI TestClient	-

Go

Type	Recommended
Unit	testing + testify
Integration	testing + httptest
E2E	testing + chromedp

Test Structure Templates

Unit Test

describe('[Unit] ComponentName', () => {
  describe('methodName', () => {
    it('should [expected behavior] when [condition]', () => {
      // Arrange
      const input = createTestInput();

      // Act
      const result = methodName(input);

      // Assert
      expect(result).toEqual(expectedOutput);
    });

    it('should throw error when [invalid condition]', () => {
      expect(() => methodName(invalidInput)).toThrow(ExpectedError);
    });
  });
});

Integration Test

describe('[Integration] API /users', () => {
  beforeAll(async () => {
    await setupTestDatabase();
  });

  afterAll(async () => {
    await teardownTestDatabase();
  });

  it('should create user and return 201', async () => {
    const response = await request(app)
      .post('/users')
      .send({ name: 'Test', email: '[email protected]' });

    expect(response.status).toBe(201);
    expect(response.body.id).toBeDefined();
  });
});

E2E Test

describe('[E2E] User Registration Flow', () => {
  it('should complete registration successfully', async ({ page }) => {
    await page.goto('/register');

    await page.fill('[data-testid="email"]', '[email protected]');
    await page.fill('[data-testid="password"]', 'SecurePass123!');
    await page.click('[data-testid="submit"]');

    await expect(page.locator('.welcome-message')).toBeVisible();
    await expect(page).toHaveURL('/dashboard');
  });
});

Coverage Strategy

What to Cover

✅ Business logic (100%)
✅ Edge cases and error handling (90%+)
✅ API contracts (100%)
✅ Critical user paths (E2E)
⚠️ UI components (snapshot + interaction)
❌ Third-party library internals
❌ Simple getters/setters

Coverage Thresholds

{
  "coverageThreshold": {
    "global": {
      "branches": 80,
      "functions": 80,
      "lines": 80,
      "statements": 80
    },
    "src/core/": {
      "branches": 95,
      "functions": 95
    }
  }
}

Test Data Management

Factories/Builders

// factories/user.js
export const userFactory = (overrides = {}) => ({
  id: faker.string.uuid(),
  name: faker.person.fullName(),
  email: faker.internet.email(),
  createdAt: new Date(),
  ...overrides,
});

// Usage
const admin = userFactory({ role: 'admin' });

Fixtures

// fixtures/users.json
{
  "validUser": { "name": "Test", "email": "[email protected]" },
  "invalidUser": { "name": "", "email": "invalid" }
}

Mocking Strategy

When to Mock

✅ External APIs and services
✅ Database in unit tests
✅ Time/Date for determinism
✅ Random values
❌ Internal modules (usually)
❌ The code under test

Mock Examples

// API mocking with MSW
import { http, HttpResponse } from 'msw';

export const handlers = [
  http.get('/api/users', () => {
    return HttpResponse.json([
      { id: 1, name: 'John' },
    ]);
  }),
];

// Time mocking
vi.useFakeTimers();
vi.setSystemTime(new Date('2024-01-01'));

Test Validation Loop

After writing tests, run this validation:

Test Validation:
- [ ] All tests pass: `npm test`
- [ ] Coverage meets thresholds: `npm test -- --coverage`
- [ ] No flaky tests (run multiple times)
- [ ] Tests are independent (order doesn't matter)
- [ ] Test names clearly describe behavior

If any tests fail, fix them before proceeding. If coverage is below target, add more tests for uncovered code paths.

# Run tests
npm test

# Run with coverage
npm test -- --coverage

# Run specific test file
npm test -- path/to/test.spec.ts

# Run in watch mode during development
npm test -- --watch

来源：CloudAI-X/claude-workflow-v2 · MIT 许可 · 许可原文 · MD 为来源页保存的历史版本