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Testing Strategy

Community
Omar-Obando
testing-strategy

Use when designing comprehensive testing strategies, implementing test coverage, setting up CI/CD quality gates, and defining unit, integration, and E2E test approaches. Includes testing pyramid, coverage thresholds, and test automation best practices. Based on software testing certification standards and industry best practices.

Overview

PublisherOmar-Obando
Repositoryqwen-orchestrator
Skill nametesting-strategy
Stars
53
Forks
13
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by Omar-Obando on GitHub. Read the source before you install it.

Installation

Install the Testing Strategy AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/Omar-Obando/qwen-orchestrator/tree/main/skills/testing-strategy
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/Omar-Obando/qwen-orchestrator.git /tmp/qwen-orchestrator
mkdir -p .claude/skills
cp -r /tmp/qwen-orchestrator/skills/testing-strategy .claude/skills/testing-strategy
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Testing Strategy in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Testing Strategy on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Testing Strategy is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Testing Strategy Skill — Comprehensive Test Coverage

Overview

This skill provides comprehensive guidance for designing and implementing testing strategies for software projects. It covers the testing pyramid, coverage thresholds, CI/CD integration, and test automation best practices. Based on software testing certification standards and industry best practices.

When to Use

Use this skill when:

  • Designing test strategy for new projects
  • Setting up CI/CD quality gates
  • Defining test coverage requirements
  • Implementing unit, integration, and E2E tests
  • Optimizing test execution time
  • Improving test reliability
  • Creating testing pyramid architecture
  • Setting coverage thresholds for different layers
  • Implementing test data management strategies
  • Building test automation frameworks
  • Creating test reporting and dashboards
  • Implementing flaky test detection
  • Setting up parallel test execution
  • Building test environment management
  • Implementing test coverage reporting
  • Creating test quality gates
  • Setting up test performance baselines
  • Implementing test result analysis
  • Building test maintenance strategies
  • Creating test documentation standards
  • Implementing test security scanning
  • Setting up test monitoring and alerting
  • Building test optimization strategies
  • Creating test team structure and roles

Do NOT use this skill when:

  • Writing specific test cases (use TDD workflow skill)
  • Debugging specific test failures (use debugging skill)
  • Writing production code (use implementer agent or specific framework skill)
  • Designing database schema (use database design skill)

Testing Pyramid

    ┌─────────────────┐
    │     E2E Tests   │  ~5-10% of tests
    │ (Integration)   │  Slow, comprehensive
    ├─────────────────┤
    │ Integration     │  ~20-30% of tests
    │   Tests         │  Medium, module interactions
    ├─────────────────┤
    │   Unit Tests    │  ~60-75% of tests
    │                 │  Fast, isolated logic
    └─────────────────┘

Rationale

LayerSpeedCostCoverageReliability
UnitFastLowHighHigh
IntegrationMediumMediumMediumMedium
E2ESlowHighLowLow

Coverage Requirements

Minimum Thresholds

LayerMinimum CoverageCritical Paths
Unit80%90%+
Integration70%85%+
E2E60%80%+

Coverage by Component

Component TypeCoverage TargetRationale
Business Logic90%+Critical path
API Layer85%+Integration points
UI Components70%+Visual regression
Utilities80%+Reusable logic

Test Categories

Unit Tests

Purpose: Test individual functions/classes in isolation

Characteristics:

  • Fast execution (ms to seconds)
  • No external dependencies
  • Mock all external calls
  • High coverage target

Example Structure:

typescript
describe('UserService', () => {
  let service: UserService;
  let repository: jest.Mocked<UserRepository>;

  beforeEach(() => {
    repository = createMockRepository();
    service = new UserService(repository);
  });

  it('should create user successfully', async () => {
    // Arrange
    const userInput = { name: 'John', email: 'john@example.com' };
    const expectedUser = { id: '1', ...userInput };

    repository.create.mockResolvedValue(expectedUser);

    // Act
    const result = await service.createUser(userInput);

    // Assert
    expect(result).toEqual(expectedUser);
    expect(repository.create).toHaveBeenCalledWith(userInput);
  });

  it('should reject duplicate email', async () => {
    // Arrange
    const userInput = { name: 'John', email: 'duplicate@example.com' };
    repository.create.mockRejectedValue(new Error('Email exists'));

    // Act & Assert
    await expect(service.createUser(userInput)).rejects.toThrow('Email exists');
  });
});

Integration Tests

Purpose: Test interactions between components

Characteristics:

  • Medium execution time (seconds)
  • May use real dependencies
  • Test module boundaries
  • Clean up after tests

Example Structure:

typescript
describe('User API Integration', () => {
  let app: INestApplication;
  let db: DatabaseService;

  beforeAll(async () => {
    app = await createTestApp();
    db = app.get(DatabaseService);
  });

  afterAll(async () => {
    await app.close();
  });

  it('should create and retrieve user', async () => {
    const userData = { name: 'Jane', email: 'jane@example.com' };

    const response = await request(app.getHttpServer())
      .post('/api/v1/users')
      .send(userData)
      .expect(201);

    expect(response.body.email).toBe(userData.email);

    const getResponse = await request(app.getHttpServer())
      .get(`/api/v1/users/${response.body.id}`)
      .expect(200);

    expect(getResponse.body.email).toBe(userData.email);
  });
});

E2E Tests

Purpose: Test complete user workflows

Characteristics:

  • Slow execution (minutes)
  • Real external dependencies
  • Test user journeys
  • High maintenance cost

Example Structure:

typescript
describe('User Registration Flow', () => {
  beforeAll(async () => {
    await page.goto('http://localhost:3000');
  });

  it('should complete registration', async () => {
    // Navigate to registration
    await page.click('a[href="/register"]');

    // Fill form
    await page.type('#name', 'Test User');
    await page.type('#email', `test${Date.now()}@example.com`);
    await page.type('#password', 'Password123!');

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

    // Verify success
    await page.waitForSelector('.success-message');
    const successText = await page.$eval(
      '.success-message',
      (el) => el.textContent
    );
    expect(successText).toContain('Welcome');
  });
});

CI/CD Integration

Quality Gates Pipeline

yaml
name: Quality Gates

on: [push, pull_request]

jobs:
  test:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4

      - uses: actions/setup-node@v4
        with:
          node-version: 20
          cache: 'npm'

      - run: npm ci

      # Unit tests with coverage
      - run: npm run test:unit -- --coverage
      - uses: codecov/codecov-action@v4
        with:
          files: coverage/lcov.info
          fail_ci_if_error: true

      # Integration tests
      - run: npm run test:integration

      # E2E tests (optional)
      - run: npm run test:e2e

Coverage Gate Example

yaml
# Check coverage threshold
- name: Check coverage
  run: |
    coverage=$(jq '.total.lines.pct' coverage/coverage-summary.json)
    if (( $(echo "$coverage < 80" | bc -l) )); then
      echo "Coverage $coverage% is below 80% threshold"
      exit 1
    fi

# Check test count
- name: Check test count
  run: |
    tests=$(jq '.numTotalTests' reports/test-results.json)
    if [ "$tests" -lt 100 ]; then
      echo "Test count $tests is below minimum of 100"
      exit 1
    fi

Test Organization

File Structure

tests/
├── unit/                    # Unit tests
│   ├── services/
│   │   ├── user.service.spec.ts
│   │   └── order.service.spec.ts
│   ├── repositories/
│   │   └── user.repository.spec.ts
│   └── utils/
│       └── validation.spec.ts
├── integration/            # Integration tests
│   ├── api/
│   │   ├── user.api.spec.ts
│   │   └── order.api.spec.ts
│   └── database/
│       └── database.spec.ts
└── e2e/                    # End-to-end tests
    ├── user-flow.spec.ts
    └── order-flow.spec.ts

Test Naming Convention

[What]_[Condition]_[ExpectedResult].spec.ts

Examples:
- UserService_createUser_success.spec.ts
- UserService_createUser_duplicateEmail_throws.spec.ts
- UserController_createUser_returns201.spec.ts

Test Data Management

Factories

typescript
// factories/user-factory.ts
export const createUser = (overrides = {}): User => {
  return {
    id: uuid(),
    name: fake().person.fullName(),
    email: fake().internet.email(),
    isActive: true,
    createdAt: new Date(),
    ...overrides,
  };
};

// Usage
const user = createUser({ name: 'Custom Name' });

Test Scenarios

typescript
// test-data/user-scenarios.ts
export const userScenarios = {
  valid: { name: 'John', email: 'john@example.com' },
  invalidEmail: { name: 'John', email: 'invalid' },
  missingName: { email: 'john@example.com' },
  existingEmail: { name: 'John', email: 'existing@example.com' },
};

Mocking Strategy

What to Mock

  • External APIs
  • Database connections
  • File system
  • Time (date/time functions)
  • Random values

What NOT to Mock

  • Pure functions
  • Business logic
  • Domain models

Mocking Tools

ToolPurpose
VitestTesting framework
ts-mockitoObject mocking
nockHTTP mocking
jest-date-mockTime mocking

Common Anti-Patterns

❌ Bad: Testing Implementation Details

typescript
// ❌ BAD: Testing implementation
it('should call service method', () => {
  const spy = vi.spyOn(service, 'execute');
  component.ngOnInit();
  expect(spy).toHaveBeenCalled();
});

// ✅ GOOD: Testing behavior
it('should process order', () => {
  const result = component.processOrder(order);
  expect(result.status).toBe('processed');
});

❌ Bad: Flaky Tests

typescript
// ❌ BAD: Non-deterministic
it('should process quickly', () => {
  const start = Date.now();
  process();
  expect(Date.now() - start).toBeLessThan(1000);
});

// ✅ GOOD: Deterministic
it('should process order', () => {
  const result = process(order);
  expect(result.status).toBe('processed');
});

❌ Bad: Test Interdependence

typescript
// ❌ BAD: Tests depend on each other
it('should create user', () => {
  /* ... */
});
it('should update user', () => {
  /* uses user from prev test */
});

// ✅ GOOD: Independent tests
it('should create user', () => {
  /* ... */
});
it('should update user', () => {
  /* ... */
});

Real-World Impact

Before this skill:

  • No test coverage targets
  • Flaky tests in CI
  • Slow test execution
  • Low confidence in deployments

After this skill:

  • Clear coverage targets (80%+)
  • Fast, reliable tests
  • CI/CD quality gates
  • High deployment confidence

Cross-References

  • tdd-workflow - For test-driven development process
  • devops-pipeline - For CI/CD pipeline setup
  • security-auditor - For security testing

References

Frequently asked questions

What does the Testing Strategy AI skill do?

Use when designing comprehensive testing strategies, implementing test coverage, setting up CI/CD quality gates, and defining unit, integration, and E2E test approaches. Includes testing pyramid, coverage thresholds, and test automation best practices. Based on software testing certification standards and industry best practices.

Why use Testing Strategy on TypingMind?

Because you install it once and use it with any model. Testing Strategy is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Testing Strategy in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/Omar-Obando/qwen-orchestrator/tree/main/skills/testing-strategy. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Testing Strategy?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Testing Strategy?

As many as you like. As long as a model supports skills, you can use Testing Strategy with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Testing Strategy AI skill free?

Yes. It is published on GitHub by Omar-Obando under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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