Browser

E2E Testing Patterns

Try it

Build reliable, fast E2E test suites with Playwright and Cypress. Critical user journey coverage, flaky test elimination, CI/CD integration.

What it does

Test what users do, not how code works. E2E tests prove the system works as a whole — they're your confidence to ship.

The skill document

E2E Testing Patterns

Test what users do, not how code works. E2E tests prove the system works as a whole — they're your confidence to ship.

Installation

OpenClaw / Moltbot / Clawbot

npx clawhub@latest install e2e-testing-patterns

WHAT This Skill Does

Provides patterns for building end-to-end test suites that:

  • Catch regressions before users do
  • Run fast enough for CI/CD
  • Remain stable (no flaky failures)
  • Cover critical user journeys without over-testing

WHEN To Use

  • Implementing E2E test automation for a web application
  • Debugging flaky tests that fail intermittently
  • Setting up CI/CD test pipelines with browser tests
  • Testing critical user workflows (auth, checkout, signup)
  • Choosing what to test with E2E vs unit/integration tests

Test Pyramid — Know Your Layer

        /\
       /E2E\         ← FEW: Critical paths only (this skill)
      /─────\
     /Integr\        ← MORE: Component interactions, API contracts
    /────────\
   /Unit Tests\      ← MANY: Fast, isolated, cover edge cases
  /────────────\

What E2E Tests Are For

E2E Tests ✓NOT E2E Tests ✗
Critical user journeys (login → dashboard → action → logout)Unit-level logic (use unit tests)
Multi-step flows (checkout, onboarding wizard)API contracts (use integration tests)
Cross-browser compatibilityEdge cases (too slow, use unit tests)
Real API integrationInternal implementation details
Authentication flowsComponent visual states (use Storybook)

Rule of thumb: If it would devastate your business to break, E2E test it. If it's just inconvenient, test it faster with unit/integration tests.


Core Principles

PrincipleWhyHow
Test behavior, not implementationSurvives refactorsAssert on user-visible outcomes, not DOM structure
Independent testsParallelizable, debuggableEach test creates its own data, cleans up after
Deterministic waitsNo flakinessWait for conditions, not fixed timeouts
Stable selectorsSurvives UI changesUse data-testid, roles, labels — never CSS classes
Fast feedbackDevelopers run themMock external services, parallelize, shard

Playwright Patterns

Configuration

// playwright.config.ts
import { defineConfig, devices } from "@playwright/test";

export default defineConfig({
  testDir: "./e2e",
  timeout: 30000,
  expect: { timeout: 5000 },
  fullyParallel: true,
  forbidOnly: !!process.env.CI,
  retries: process.env.CI ? 2 : 0,
  workers: process.env.CI ? 1 : undefined,
  reporter: [["html"], ["junit", { outputFile: "results.xml" }]],
  use: {
    baseURL: "http://localhost:3000",
    trace: "on-first-retry",
    screenshot: "only-on-failure",
    video: "retain-on-failure",
  },
  projects: [
    { name: "chromium", use: { ...devices["Desktop Chrome"] } },
    { name: "firefox", use: { ...devices["Desktop Firefox"] } },
    { name: "webkit", use: { ...devices["Desktop Safari"] } },
    { name: "mobile", use: { ...devices["iPhone 13"] } },
  ],
});

Pattern: Page Object Model

Encapsulate page logic. Tests read like user stories.

// pages/LoginPage.ts
import { Page, Locator } from "@playwright/test";

export class LoginPage {
  readonly page: Page;
  readonly emailInput: Locator;
  readonly passwordInput: Locator;
  readonly loginButton: Locator;
  readonly errorMessage: Locator;

  constructor(page: Page) {
    this.page = page;
    this.emailInput = page.getByLabel("Email");
    this.passwordInput = page.getByLabel("Password");
    this.loginButton = page.getByRole("button", { name: "Login" });
    this.errorMessage = page.getByRole("alert");
  }

  async goto() {
    await this.page.goto("/login");
  }

  async login(email: string, password: string) {
    await this.emailInput.fill(email);
    await this.passwordInput.fill(password);
    await this.loginButton.click();
  }
}

// tests/login.spec.ts
import { test, expect } from "@playwright/test";
import { LoginPage } from "../pages/LoginPage";

test("successful login redirects to dashboard", async ({ page }) => {
  const loginPage = new LoginPage(page);
  await loginPage.goto();
  await loginPage.login("user@example.com", "password123");

  await expect(page).toHaveURL("/dashboard");
  await expect(page.getByRole("heading", { name: "Dashboard" })).toBeVisible();
});

Pattern: Fixtures for Test Data

Create and clean up test data automatically.

// fixtures/test-data.ts
import { test as base } from "@playwright/test";

export const test = base.extend<{ testUser: TestUser }>({
  testUser: async ({}, use) => {
    // Setup: Create user
    const user = await createTestUser({
      email: `test-${Date.now()}@example.com`,
      password: "Test123!@#",
    });

    await use(user);

    // Teardown: Clean up
    await deleteTestUser(user.id);
  },
});

// Usage — testUser is created before, deleted after
test("user can update profile", async ({ page, testUser }) => {
  await page.goto("/login");
  await page.getByLabel("Email").fill(testUser.email);
  // ...
});

Pattern: Smart Waiting

Never use fixed timeouts. Wait for specific conditions.

// ❌ FLAKY: Fixed timeout
await page.waitForTimeout(3000);

// ✅ STABLE: Wait for conditions
await page.waitForLoadState("networkidle");
await page.waitForURL("/dashboard");

// ✅ BEST: Auto-waiting assertions
await expect(page.getByText("Welcome")).toBeVisible();
await expect(page.getByRole("button", { name: "Submit" })).toBeEnabled();

// Wait for API response
const responsePromise = page.waitForResponse(
  (r) => r.url().includes("/api/users") && r.status() === 200
);
await page.getByRole("button", { name: "Load" }).click();
await responsePromise;

Pattern: Network Mocking

Isolate tests from real external services.

test("shows error when API fails", async ({ page }) => {
  // Mock the API response
  await page.route("**/api/users", (route) => {
    route.fulfill({
      status: 500,
      body: JSON.stringify({ error: "Server Error" }),
    });
  });

  await page.goto("/users");
  await expect(page.getByText("Failed to load users")).toBeVisible();
});

test("handles slow network gracefully", async ({ page }) => {
  await page.route("**/api/data", async (route) => {
    await new Promise((r) => setTimeout(r, 3000)); // Simulate delay
    await route.continue();
  });

  await page.goto("/dashboard");
  await expect(page.getByText("Loading...")).toBeVisible();
});

Cypress Patterns

Custom Commands

// cypress/support/commands.ts
declare global {
  namespace Cypress {
    interface Chainable {
      login(email: string, password: string): Chainable;
      dataCy(value: string): Chainable>;
    }
  }
}

Cypress.Commands.add("login", (email, password) => {
  cy.visit("/login");
  cy.get('[data-testid="email"]').type(email);
  cy.get('[data-testid="password"]').type(password);
  cy.get('[data-testid="login-button"]').click();
  cy.url().should("include", "/dashboard");
});

Cypress.Commands.add("dataCy", (value) => {
  return cy.get(`[data-cy="${value}"]`);
});

// Usage
cy.login("user@example.com", "password");
cy.dataCy("submit-button").click();

Network Intercepts

// Mock API
cy.intercept("GET", "/api/users", {
  statusCode: 200,
  body: [{ id: 1, name: "John" }],
}).as("getUsers");

cy.visit("/users");
cy.wait("@getUsers");
cy.get('[data-testid="user-list"]').children().should("have.length", 1);

Selector Strategy

PrioritySelector TypeExampleWhy
1Role + namegetByRole("button", { name: "Submit" })Accessible, user-facing
2LabelgetByLabel("Email address")Accessible, semantic
3data-testidgetByTestId("checkout-form")Stable, explicit for testing
4Text contentgetByText("Welcome back")User-facing
CSS classes.btn-primaryBreaks on styling changes
DOM structurediv > form > input:nth-child(2)Breaks on any restructure
// ❌ BAD: Brittle selectors
cy.get(".btn.btn-primary.submit-button").click();
cy.get("div > form > div:nth-child(2) > input").type("text");

// ✅ GOOD: Stable selectors
page.getByRole("button", { name: "Submit" }).click();
page.getByLabel("Email address").fill("user@example.com");
page.getByTestId("email-input").fill("user@example.com");

Visual Regression Testing

// Playwright visual comparisons
test("homepage looks correct", async ({ page }) => {
  await page.goto("/");
  await expect(page).toHaveScreenshot("homepage.png", {
    fullPage: true,
    maxDiffPixels: 100,
  });
});

test("button states", async ({ page }) => {
  const button = page.getByRole("button", { name: "Submit" });

  await expect(button).toHaveScreenshot("button-default.png");

  await button.hover();
  await expect(button).toHaveScreenshot("button-hover.png");
});

Accessibility Testing

// npm install @axe-core/playwright
import AxeBuilder from "@axe-core/playwright";

test("page has no accessibility violations", async ({ page }) => {
  await page.goto("/");

  const results = await new AxeBuilder({ page })
    .exclude("#third-party-widget")  // Exclude things you can't control
    .analyze();

  expect(results.violations).toEqual([]);
});

Debugging Failed Tests

# Run in headed mode (see the browser)
npx playwright test --headed

# Debug mode (step through)
npx playwright test --debug

# Show trace viewer for failed tests
npx playwright show-report
// Add test steps for better failure reports
test("checkout flow", async ({ page }) => {
  await test.step("Add item to cart", async () => {
    await page.goto("/products");
    await page.getByRole("button", { name: "Add to Cart" }).click();
  });

  await test.step("Complete checkout", async () => {
    await page.goto("/checkout");
    // ... if this fails, you know which step
  });
});

// Pause for manual inspection
await page.pause();

Flaky Test Checklist

When a test fails intermittently, check:

IssueFix
Fixed waitForTimeout() callsReplace with waitForSelector() or expect assertions
Race conditions on page loadWait for networkidle or specific elements
Test data pollutionEnsure tests create/clean their own data
Animation timingWait for animations to complete or disable them
Viewport inconsistencySet explicit viewport in config
Random test order issuesTests must be independent
Third-party service flakinessMock external APIs

CI/CD Integration

# GitHub Actions example
name: E2E Tests
on: [push, pull_request]

jobs:
  e2e:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
      - run: npm ci
      - run: npx playwright install --with-deps
      - run: npm run build
      - run: npm run start & npx wait-on http://localhost:3000
      - run: npx playwright test
      - uses: actions/upload-artifact@v4
        if: failure()
        with:
          name: playwright-report
          path: playwright-report/

NEVER Do

  1. NEVER use fixed waitForTimeout() or cy.wait(ms) — they cause flaky tests and slow down suites
  2. NEVER rely on CSS classes or DOM structure for selectors — use roles, labels, or data-testid
  3. NEVER share state between tests — each test must be completely independent
  4. NEVER test implementation details — test what users see and do, not internal structure
  5. NEVER skip cleanup — always delete test data you created, even on failure
  6. NEVER test everything with E2E — reserve for critical paths; use faster tests for edge cases
  7. NEVER ignore flaky tests — fix them immediately or delete them; a flaky test is worse than no test
  8. NEVER hardcode test data in selectors — use dynamic waits for content that varies

Quick Reference

Playwright Commands

// Navigation
await page.goto("/path");
await page.goBack();
await page.reload();

// Interactions
await page.click("selector");
await page.fill("selector", "text");
await page.type("selector", "text");  // Types character by character
await page.selectOption("select", "value");
await page.check("checkbox");

// Assertions
await expect(page).toHaveURL("/expected");
await expect(locator).toBeVisible();
await expect(locator).toHaveText("expected");
await expect(locator).toBeEnabled();
await expect(locator).toHaveCount(3);

Cypress Commands

// Navigation
cy.visit("/path");
cy.go("back");
cy.reload();

// Interactions
cy.get("selector").click();
cy.get("selector").type("text");
cy.get("selector").clear().type("text");
cy.get("select").select("value");
cy.get("checkbox").check();

// Assertions
cy.url().should("include", "/expected");
cy.get("selector").should("be.visible");
cy.get("selector").should("have.text", "expected");
cy.get("selector").should("have.length", 3);

Related skills

Adaptive web scraping in Python that bypasses anti-bot systems and scales from single requests to concurrent crawls.

by d4vinci399 installs28 stars

Persistent browser and Electron interaction through `js_repl` for fast iterative UI debugging.

by OpenAI27.5k stars

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser l

by Anthropic177.3k stars

playwright

Official

Use when the task requires automating a real browser from the terminal (navigation, form filling, snapshots, screenshots, data extraction, UI-flow debugging) via `playwright-cli` or the bundled wrappe

by OpenAI27.5k stars

More from wpank

Browse all skills

Systematic code review patterns covering security, performance, maintainability, correctness, and testing — with severity levels, structured feedback guidance, review process, and anti-patterns to avoid. Use when reviewing PRs, establishing review standards, or improving review quality.

by wpank554 installs20 stars

Pragmatic coding standards for writing clean, maintainable code — naming, functions, structure, anti-patterns, and pre-edit safety checks. Use when writing new code, refactoring existing code, reviewing code quality, or establishing coding standards.

by wpank198 installs6 stars

Build scalable, themable Tailwind CSS component libraries using CVA for variants, compound components, design tokens, dark mode, and responsive grids.

by wpank217 installs9 stars

Create software diagrams using Mermaid syntax. Use when users need to create, visualize, or document software through diagrams including class diagrams, sequence diagrams, flowcharts, ERDs, C4 architecture diagrams, state diagrams, git graphs, and other diagram types. Triggers include requests to diagram, visualize, model, map out, or show the flow of a system.

by wpank250 installs5 stars

Provides backend architecture patterns (Clean Architecture, Hexagonal, DDD) for building maintainable, testable, and scalable systems with clear layering and...

by wpank152 installs7 stars

React and Next.js performance optimization guidelines from Vercel Engineering. 57 rules across 8 categories for writing, reviewing, and refactoring React code.

by wpank190 installs4 stars