Unit testing patterns for isolated business logic tests — AAA pattern, parametrized tests (test.each, @pytest.mark.parametrize), fixture scoping (function/module/session), mocking with MSW/VCR at network level, and test data management with factories (FactoryBoy, faker-js). Use when writing unit tests, setting up mocks, structuring test data, optimizing test speed, choosing fixture scope, or reducing test boilerplate. Covers Vitest, Jest, pytest.
Scanned 9/2/2026
Install to Claude Code
npx -y skills add yonatangross/orchestkit --skill testing-unit --agent claude-codeInstalls into .claude/skills of the current project.
Are you the author of Testing Unit?
Add the live security badge to your README — it updates automatically with every re-scan.
[](https://www.skillsdirectory.com/skills/yonatangross-testing-unit-orchestkit)More formats (shields.io, HTML) on the badges page.
---
name: testing-unit
license: MIT
compatibility: "Claude Code 2.1.251+."
description: Unit testing patterns for isolated business logic tests — AAA pattern, parametrized tests (test.each, @pytest.mark.parametrize), fixture scoping (function/module/session), mocking with MSW/VCR at network level, and test data management with factories (FactoryBoy, faker-js). Use when writing unit tests, setting up mocks, structuring test data, optimizing test speed, choosing fixture scope, or reducing test boilerplate. Covers Vitest, Jest, pytest.
tags: [testing, unit, mocking, msw, vcr, fixtures, factories, vitest-4, aroundEach]
context: fork
agent: test-generator
version: 2.1.0
author: OrchestKit
user-invocable: false
disable-model-invocation: false
complexity: medium
persuasion-type: reference
targets:
- library: vitest
version: ">=4.1.0"
metadata:
category: document-asset-creation
allowed-tools:
- Read
- Glob
- Grep
- WebFetch
- WebSearch
path_patterns: ["*.test.*", "*.spec.*", "**/vitest.config.*", "**/jest.config.*"]
---
# Unit Testing Patterns
Focused patterns for writing isolated, fast, maintainable unit tests. Covers test structure (AAA), parametrization, fixture management, HTTP mocking (MSW/VCR), and test data generation with factories.
Each category has individual rule files in `rules/` loaded on-demand, plus reference material, checklists, and scaffolding scripts.
## Core Principles (ALWAYS apply)
1. **AAA structure**: Every test MUST follow Arrange-Act-Assert. Use `// Arrange`, `// Act`, `// Assert` comments for clarity.
2. **Parametrize, don't duplicate**: Use `test.each` (TypeScript) or `@pytest.mark.parametrize` (Python) when testing multiple inputs. Never copy-paste the same test body with different values.
3. **Fixture scoping matters**: Use `scope="function"` (default) for mutable data. Use `scope="module"` or `scope="session"` ONLY for expensive read-only resources (DB engines, ML models). Mutable data with shared scope causes flaky tests.
4. **Speed target**: Each unit test should run under **100ms**. If it's slower, you're likely hitting I/O — mock it.
5. **Mock at the network level**: Use MSW (TypeScript) or VCR.py (Python) to intercept HTTP at the network layer. Never mock `fetch`/`axios`/`requests` directly.
## Quick Reference
| Category | Rules | Impact | When to Use |
|----------|-------|--------|-------------|
| [Unit Test Structure](#unit-test-structure) | 3 | CRITICAL | Writing any unit test |
| [HTTP Mocking](#http-mocking) | 2 | HIGH | Mocking API calls in frontend/backend tests |
| [Test Data Management](#test-data-management) | 3 | MEDIUM | Setting up test data, factories, fixtures |
**Total: 8 rules across 3 categories, 4 references, 3 checklists, 1 example set, 3 scripts**
## Unit Test Structure
Core patterns for structuring isolated unit tests with clear phases and efficient execution.
| Rule | File | Key Pattern |
|------|------|-------------|
| AAA Pattern | `rules/unit-aaa-pattern.md` | Arrange-Act-Assert with isolation |
| Fixture Scoping | `rules/unit-fixture-scoping.md` | function/module/session scope selection |
| Parametrized Tests | `rules/unit-parametrized.md` | test.each / @pytest.mark.parametrize |
**Reference:** `references/aaa-pattern.md` — detailed AAA implementation with checklist
## HTTP Mocking
Network-level request interception for deterministic tests without hitting real APIs.
| Rule | File | Key Pattern |
|------|------|-------------|
| MSW 2.x | `rules/mocking-msw.md` | Network-level mocking for frontend (TypeScript) |
| VCR.py | `rules/mocking-vcr.md` | Record/replay HTTP cassettes (Python) |
**References:**
- `references/msw-2x-api.md` — full MSW 2.x API (handlers, GraphQL, WebSocket, passthrough)
- `references/stateful-testing.md` — Hypothesis RuleBasedStateMachine for stateful tests
**Checklists:**
- `checklists/msw-setup-checklist.md` — MSW installation, handler setup, test writing
- `checklists/vcr-checklist.md` — VCR configuration, sensitive data filtering, CI setup
**Examples:** `examples/handler-patterns.md` — CRUD, error simulation, auth flow, file upload handlers
## Test Data Management
Factories, fixtures, and seeding patterns for isolated, realistic test data.
| Rule | File | Key Pattern |
|------|------|-------------|
| Data Factories | `rules/data-factories.md` | FactoryBoy / @faker-js builders |
| Data Fixtures | `rules/data-fixtures.md` | JSON fixtures with composition |
| Seeding & Cleanup | `rules/data-seeding-cleanup.md` | Automated DB seeding and teardown |
**Reference:** `references/factory-patterns.md` — advanced factory patterns (Sequence, SubFactory, Traits)
**Checklist:** `checklists/test-data-checklist.md` — data generation, cleanup, isolation verification
## Quick Start
### TypeScript (Vitest + MSW)
```typescript
import { describe, test, expect, beforeAll, afterEach, afterAll } from 'vitest';
import { http, HttpResponse } from 'msw';
import { setupServer } from 'msw/node';
import { calculateDiscount } from './pricing';
// 1. Pure unit test with AAA pattern
describe('calculateDiscount', () => {
test.each([
[100, 0],
[150, 15],
[200, 20],
])('for order $%i returns $%i discount', (total, expected) => {
// Arrange
const order = { total };
// Act
const discount = calculateDiscount(order);
// Assert
expect(discount).toBe(expected);
});
});
// 2. MSW mocked API test
const server = setupServer(
http.get('/api/users/:id', ({ params }) => {
return HttpResponse.json({ id: params.id, name: 'Test User' });
})
);
beforeAll(() => server.listen({ onUnhandledRequest: 'error' }));
afterEach(() => server.resetHandlers());
afterAll(() => server.close());
test('fetches user from API', async () => {
// Arrange — MSW handler set up above
// Act
const response = await fetch('/api/users/123');
const data = await response.json();
// Assert
expect(data.name).toBe('Test User');
});
```
### Python (pytest + FactoryBoy)
```python
import pytest
from factory import Factory, Faker, SubFactory
class UserFactory(Factory):
class Meta:
model = dict
email = Faker('email')
name = Faker('name')
class TestUserService:
@pytest.mark.parametrize("role,can_edit", [
("admin", True),
("viewer", False),
])
def test_edit_permission(self, role, can_edit):
# Arrange
user = UserFactory(role=role)
# Act
result = user_can_edit(user)
# Assert
assert result == can_edit
```
## Vitest 4.1 Features
### aroundEach / aroundAll (preferred for DB transactions)
Wraps each test in setup/teardown — cleaner than separate `beforeEach`/`afterEach` for transactions:
```typescript
test.aroundEach(async (runTest, { db }) => {
await db.transaction(runTest) // auto-rollback on test end
})
test('insert user', async ({ db }) => {
await db.insert({ name: 'Alice' })
// transaction auto-rolls back — no cleanup needed
})
```
`aroundAll` wraps entire suites the same way.
### mockThrow / mockThrowOnce
Replaces the verbose `mockImplementation(() => { throw err })` pattern:
```typescript
const fn = vi.fn()
fn.mockThrow(new Error('connection lost')) // always throws
fn.mockThrowOnce(new Error('timeout')) // throws once, then normal
```
### vi.defineHelper (clean stack traces)
Custom assertion helpers that point errors to the call site, not the helper internals:
```typescript
const assertPair = vi.defineHelper((a, b) => {
expect(a).toEqual(b) // error points to where assertPair() was CALLED
})
```
### Test Tags
Filter tests by tags in CLI — useful for CI fast paths:
```typescript
// vitest.config.ts
test: {
tags: {
unit: { timeout: 5000 },
flaky: { retry: 3 },
}
}
```
```bash
vitest --tags-filter="unit and !flaky"
vitest --tags-filter="(unit or integration) and !slow"
```
### Agent Reporter
Minimal output (failures only) — use in AI agent / CI contexts:
```bash
AI_AGENT=copilot vitest # auto-detect agent mode
```
## Key Decisions
| Decision | Recommendation |
|----------|----------------|
| Test framework (TS) | Vitest 4.1+ (modern, fast, aroundEach, test tags) or Jest (mature ecosystem) |
| Test framework (Python) | pytest with plugins (parametrize, asyncio, cov) |
| HTTP mocking (TS) | MSW 2.x at network level, never mock fetch/axios directly |
| HTTP mocking (Python) | VCR.py with cassettes, filter sensitive data |
| Test data | Factories (FactoryBoy/faker-js) over hardcoded fixtures |
| Fixture scope | `scope="function"` for mutable (default). `module`/`session` ONLY for expensive immutable resources |
| Execution time | Under **100ms** per unit test — if slower, mock external calls |
| Coverage target | 90%+ business logic, 100% critical paths |
## Common Mistakes
1. **Testing implementation details** instead of public behavior (brittle tests)
2. **Mocking fetch/axios directly** instead of using MSW at network level (incomplete coverage)
3. **Shared mutable state** between tests via module-scoped fixtures (flaky tests)
4. **Hard-coded test data** with duplicate IDs (test conflicts in parallel runs)
5. **No cleanup** after database seeding (state leaks between tests)
6. **Over-mocking** — testing your mocks instead of your code (false confidence)
7. **Verbose throw mocking** — `mockImplementation(() => { throw err })` instead of `mockThrow(err)` (Vitest 4.1+)
## Scripts
| Script | File | Purpose |
|--------|------|---------|
| Create Test Case | `scripts/create-test-case.md` | Scaffold test file with auto-detected framework |
| Create Test Fixture | `scripts/create-test-fixture.md` | Scaffold pytest fixture with context detection |
| Create MSW Handler | `scripts/create-msw-handler.md` | Scaffold MSW handler for an API endpoint |
Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
No comments yet. Be the first to comment!