算法艺术创作
algorithmic-art
通过代码和可调参数创作生成艺术与交互式视觉效果。
designing-tests【设计与创意】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.
独立 GitHub 快照 · 自动分类 · 以原作者文档为准
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
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
| Type | Recommended | Alternative |
|---|---|---|
| Unit | Vitest | Jest |
| Integration | Vitest + MSW | Jest + SuperTest |
| E2E | Playwright | Cypress |
| Component | Testing Library | Vitest Browser Mode |
| Type | Recommended | Alternative |
|---|---|---|
| Unit | pytest | unittest |
| Integration | pytest + httpx | pytest + requests |
| E2E | Playwright | Selenium |
| API | pytest + FastAPI TestClient | - |
| Type | Recommended |
|---|---|
| Unit | testing + testify |
| Integration | testing + httptest |
| E2E | testing + chromedp |
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);
});
});
});
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: "test@example.com" });
expect(response.status).toBe(201);
expect(response.body.id).toBeDefined();
});
});
import { test, expect } from "@playwright/test";
test.describe("[E2E] User Registration Flow", () => {
test("should complete registration successfully", async ({ page }) => {
await page.goto("/register");
await page.getByTestId("email").fill("new@example.com");
await page.getByTestId("password").fill("SecurePass123!");
await page.getByTestId("submit").click();
await expect(page.locator(".welcome-message")).toBeVisible();
await expect(page).toHaveURL("/dashboard");
});
});
Jest config shown; the Vitest equivalent is test.coverage.thresholds in vitest.config.
{
"coverageThreshold": {
"global": {
"branches": 80,
"functions": 80,
"lines": 80,
"statements": 80
},
"src/core/": {
"branches": 95,
"functions": 95
}
}
}
// 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/users.json
{
"validUser": { "name": "Test", "email": "test@example.com" },
"invalidUser": { "name": "", "email": "invalid" }
}
// 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"));
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