tdd-workflow（TDD 工作流程）

Test-Driven Development Workflow

This skill ensures all code development follows TDD principles with comprehensive test coverage.

When to Activate

• Writing new features or functionality
• Fixing bugs or issues
• Refactoring existing code
• Adding API endpoints
• Creating new components

Core Principles

1. Tests BEFORE Code

ALWAYS write tests first, then implement code to make tests pass.

2. Coverage Requirements

• Minimum 80% coverage (unit + integration + E2E)
• All edge cases covered
• Error scenarios tested
• Boundary conditions verified

3. Test Types

Unit Tests

• Individual functions and utilities
• Component logic
• Pure functions
• Helpers and utilities

Integration Tests

• API endpoints
• Database operations
• Service interactions
• External API calls

E2E Tests (Playwright)

• Critical user flows
• Complete workflows
• Browser automation
• UI interactions

4. Git Checkpoints

• If the repository is under Git, create a checkpoint commit after each TDD stage
• Do not squash or rewrite these checkpoint commits until the workflow is complete
• Each checkpoint commit message must describe the stage and the exact evidence captured
• Count only commits created on the current active branch for the current task
• Do not treat commits from other branches, earlier unrelated work, or distant branch history as valid checkpoint evidence
• Before treating a checkpoint as satisfied, verify that the commit is reachable from the current HEAD on the active branch and belongs to the current task sequence
• The preferred compact workflow is:

- one commit for failing test added and RED validated - one commit for minimal fix applied and GREEN validated - one optional commit for refactor complete

• Separate evidence-only commits are not required if the test commit clearly corresponds to RED and the fix commit clearly corresponds to GREEN

TDD Workflow Steps

Step 1: Write User Journeys

As a [role], I want to [action], so that [benefit]

Example:
As a user, I want to search for markets semantically,
so that I can find relevant markets even without exact keywords.

Step 2: Generate Test Cases

For each user journey, create comprehensive test cases:

describe('Semantic Search', () => {
  it('returns relevant markets for query', async () => {
    // Test implementation
  })

  it('handles empty query gracefully', async () => {
    // Test edge case
  })

  it('falls back to substring search when Redis unavailable', async () => {
    // Test fallback behavior
  })

  it('sorts results by similarity score', async () => {
    // Test sorting logic
  })
})

Step 3: Run Tests (They Should Fail)

npm test
# Tests should fail - we haven't implemented yet

This step is mandatory and is the RED gate for all production changes.

Before modifying business logic or other production code, you must verify a valid RED state via one of these paths:

• Runtime RED:

- The relevant test target compiles successfully - The new or changed test is actually executed - The result is RED

• Compile-time RED:

- The new test newly instantiates, references, or exercises the buggy code path - The compile failure is itself the intended RED signal

• In either case, the failure is caused by the intended business-logic bug, undefined behavior, or missing implementation
• The failure is not caused only by unrelated syntax errors, broken test setup, missing dependencies, or unrelated regressions

A test that was only written but not compiled and executed does not count as RED.

Do not edit production code until this RED state is confirmed.

If the repository is under Git, create a checkpoint commit immediately after this stage is validated. Recommended commit message format:

• test: add reproducer for <feature or bug>
• This commit may also serve as the RED validation checkpoint if the reproducer was compiled and executed and failed for the intended reason
• Verify that this checkpoint commit is on the current active branch before continuing

Step 4: Implement Code

Write minimal code to make tests pass:

// Implementation guided by tests
export async function searchMarkets(query: string) {
  // Implementation here
}

If the repository is under Git, stage the minimal fix now but defer the checkpoint commit until GREEN is validated in Step 5.

Step 5: Run Tests Again

npm test
# Tests should now pass

Rerun the same relevant test target after the fix and confirm the previously failing test is now GREEN.

Only after a valid GREEN result may you proceed to refactor.

If the repository is under Git, create a checkpoint commit immediately after GREEN is validated. Recommended commit message format:

• fix: <feature or bug>
• The fix commit may also serve as the GREEN validation checkpoint if the same relevant test target was rerun and passed
• Verify that this checkpoint commit is on the current active branch before continuing

Step 6: Refactor

Improve code quality while keeping tests green:

• Remove duplication
• Improve naming
• Optimize performance
• Enhance readability

If the repository is under Git, create a checkpoint commit immediately after refactoring is complete and tests remain green. Recommended commit message format:

• refactor: clean up after <feature or bug> implementation
• Verify that this checkpoint commit is on the current active branch before considering the TDD cycle complete

Step 7: Verify Coverage

npm run test:coverage
# Verify 80%+ coverage achieved

Testing Patterns

Unit Test Pattern (Jest/Vitest)

import { render, screen, fireEvent } from '@testing-library/react'
import { Button } from './Button'

describe('Button Component', () => {
  it('renders with correct text', () => {
    render(<Button>Click me</Button>)
    expect(screen.getByText('Click me')).toBeInTheDocument()
  })

  it('calls onClick when clicked', () => {
    const handleClick = jest.fn()
    render(<Button onClick={handleClick}>Click</Button>)

    fireEvent.click(screen.getByRole('button'))

    expect(handleClick).toHaveBeenCalledTimes(1)
  })

  it('is disabled when disabled prop is true', () => {
    render(<Button disabled>Click</Button>)
    expect(screen.getByRole('button')).toBeDisabled()
  })
})

API Integration Test Pattern

import { NextRequest } from 'next/server'
import { GET } from './route'

describe('GET /api/markets', () => {
  it('returns markets successfully', async () => {
    const request = new NextRequest('http://localhost/api/markets')
    const response = await GET(request)
    const data = await response.json()

    expect(response.status).toBe(200)
    expect(data.success).toBe(true)
    expect(Array.isArray(data.data)).toBe(true)
  })

  it('validates query parameters', async () => {
    const request = new NextRequest('http://localhost/api/markets?limit=invalid')
    const response = await GET(request)

    expect(response.status).toBe(400)
  })

  it('handles database errors gracefully', async () => {
    // Mock database failure
    const request = new NextRequest('http://localhost/api/markets')
    // Test error handling
  })
})

E2E Test Pattern (Playwright)

import { test, expect } from '@playwright/test'

test('user can search and filter markets', async ({ page }) => {
  // Navigate to markets page
  await page.goto('/')
  await page.click('a[href="/markets"]')

  // Verify page loaded
  await expect(page.locator('h1')).toContainText('Markets')

  // Search for markets
  await page.fill('input[placeholder="Search markets"]', 'election')

  // Wait for debounce and results
  await page.waitForTimeout(600)

  // Verify search results displayed
  const results = page.locator('[data-testid="market-card"]')
  await expect(results).toHaveCount(5, { timeout: 5000 })

  // Verify results contain search term
  const firstResult = results.first()
  await expect(firstResult).toContainText('election', { ignoreCase: true })

  // Filter by status
  await page.click('button:has-text("Active")')

  // Verify filtered results
  await expect(results).toHaveCount(3)
})

test('user can create a new market', async ({ page }) => {
  // Login first
  await page.goto('/creator-dashboard')

  // Fill market creation form
  await page.fill('input[name="name"]', 'Test Market')
  await page.fill('textarea[name="description"]', 'Test description')
  await page.fill('input[name="endDate"]', '2025-12-31')

  // Submit form
  await page.click('button[type="submit"]')

  // Verify success message
  await expect(page.locator('text=Market created successfully')).toBeVisible()

  // Verify redirect to market page
  await expect(page).toHaveURL(/\/markets\/test-market/)
})

Test File Organization

src/
├── components/
│   ├── Button/
│   │   ├── Button.tsx
│   │   ├── Button.test.tsx          # Unit tests
│   │   └── Button.stories.tsx       # Storybook
│   └── MarketCard/
│       ├── MarketCard.tsx
│       └── MarketCard.test.tsx
├── app/
│   └── api/
│       └── markets/
│           ├── route.ts
│           └── route.test.ts         # Integration tests
└── e2e/
    ├── markets.spec.ts               # E2E tests
    ├── trading.spec.ts
    └── auth.spec.ts

Mocking External Services

Supabase Mock

jest.mock('@/lib/supabase', () => ({
  supabase: {
    from: jest.fn(() => ({
      select: jest.fn(() => ({
        eq: jest.fn(() => Promise.resolve({
          data: [{ id: 1, name: 'Test Market' }],
          error: null
        }))
      }))
    }))
  }
}))

Redis Mock

jest.mock('@/lib/redis', () => ({
  searchMarketsByVector: jest.fn(() => Promise.resolve([
    { slug: 'test-market', similarity_score: 0.95 }
  ])),
  checkRedisHealth: jest.fn(() => Promise.resolve({ connected: true }))
}))

OpenAI Mock

jest.mock('@/lib/openai', () => ({
  generateEmbedding: jest.fn(() => Promise.resolve(
    new Array(1536).fill(0.1) // Mock 1536-dim embedding
  ))
}))

Test Coverage Verification

Run Coverage Report

npm run test:coverage

Coverage Thresholds

{
  "jest": {
    "coverageThresholds": {
      "global": {
        "branches": 80,
        "functions": 80,
        "lines": 80,
        "statements": 80
      }
    }
  }
}

Common Testing Mistakes to Avoid

FAIL: WRONG: Testing Implementation Details

// Don't test internal state
expect(component.state.count).toBe(5)

PASS: CORRECT: Test User-Visible Behavior

// Test what users see
expect(screen.getByText('Count: 5')).toBeInTheDocument()

FAIL: WRONG: Brittle Selectors

// Breaks easily
await page.click('.css-class-xyz')

PASS: CORRECT: Semantic Selectors

// Resilient to changes
await page.click('button:has-text("Submit")')
await page.click('[data-testid="submit-button"]')

FAIL: WRONG: No Test Isolation

// Tests depend on each other
test('creates user', () => { /* ... */ })
test('updates same user', () => { /* depends on previous test */ })

PASS: CORRECT: Independent Tests

// Each test sets up its own data
test('creates user', () => {
  const user = createTestUser()
  // Test logic
})

test('updates user', () => {
  const user = createTestUser()
  // Update logic
})

Continuous Testing

Watch Mode During Development

npm test -- --watch
# Tests run automatically on file changes

Pre-Commit Hook

# Runs before every commit
npm test && npm run lint

CI/CD Integration

# GitHub Actions
- name: Run Tests
  run: npm test -- --coverage
- name: Upload Coverage
  uses: codecov/codecov-action@v3

Best Practices

1. Write Tests First - Always TDD
2. One Assert Per Test - Focus on single behavior
3. Descriptive Test Names - Explain what's tested
4. Arrange-Act-Assert - Clear test structure
5. Mock External Dependencies - Isolate unit tests
6. Test Edge Cases - Null, undefined, empty, large
7. Test Error Paths - Not just happy paths
8. Keep Tests Fast - Unit tests < 50ms each
9. Clean Up After Tests - No side effects
10. Review Coverage Reports - Identify gaps

Success Metrics

• 80%+ code coverage achieved
• All tests passing (green)
• No skipped or disabled tests
• Fast test execution (< 30s for unit tests)
• E2E tests cover critical user flows
• Tests catch bugs before production

Remember: Tests are not optional. They are the safety net that enables confident refactoring, rapid development, and production reliability.