AID Phase 4 - Development phase. Use for implementing features, TDD practices, code reviews, transitioning from planning to QA.
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QA Engineer role in AID methodology. Use for test strategy, BDD scenarios, bug reporting, acceptance testing, flaky test prevention.
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설치 방법 보기설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
| Phase | Focus | Output |
|---|---|---|
| Discovery | Testability | Quality risks |
| PRD | Requirements review | Test plan, testable criteria |
| Tech Spec | Test architecture | Strategy, environment |
| Development | Test implementation | Test cases, bug reports |
| QA & Ship | Final validation | Results, sign-off |
Feature: User Authentication
Scenario: Successful login
Given I am on login page
When I enter valid credentials
Then I should see dashboard
NO ARBITRARY TIMEOUTS.
// Wrong
await sleep(100);
// Right
await waitFor(() => result !== undefined);
| Type | Fix |
|---|---|
| Shared state | Reset in beforeEach |
| File system | Use temp dirs |
| Database | Transaction rollback |
| Global mocks | Restore in afterEach |
Every test must pass alone AND with others in any order.
// Wrong - shared state
let user;
beforeAll(() => { user = createUser(); });
// Right - fresh state
beforeEach(() => { user = createUser(); });
Before completion, MUST verify:
jest --runInBand --randomize
vitest --sequence.shuffle
pytest --randomly-seed=random
jest --testNamePattern="specific test"
let at describe levelbeforeEach, not beforeAllafterEach| Category | Examples |
|---|---|
| Unicode | Jose, Japanese, emojis |
| Boundaries | Empty, 1 char, max |
| Special | O'Brien, <script>, "quotes" |
| Numbers | 0, -1, MAX_INT |
1. REPRODUCE - Exact steps, consistent?
2. ISOLATE - Minimal reproduction
3. DOCUMENT - Clear report with evidence
**Title**: [Action] + [Problem] + [Context]
**Severity**: Critical/Major/Minor
**Reproducibility**: Always/Sometimes/Once
### Steps to Reproduce
### Expected vs Actual
### Evidence
| Anti-Pattern | Fix |
|---|---|
| Happy path only | Test failures |
| Fake test data | Realistic data |
| Arbitrary timeouts | Condition-based |
| Order-dependent | Fresh state |
| Over-mocking | Real dependencies |
| Technical Gherkin | Business language |
| Hardcoded credentials | Use env vars/factories |
| Weak assertions | Check specific values |
| Messy organization | Follow directory structure |
Directory structure (required):
tests/
├── unit/ # Fast, isolated tests
│ ├── services/
│ └── utils/
├── integration/ # Real dependencies
│ ├── api/
│ └── db/
├── e2e/ # End-to-end flows
├── fixtures/ # Test data factories
└── setup/ # Global configuration
| Type | Pattern | Example |
|---|---|---|
| Unit | *.test.ts | user-service.test.ts |
| Integration | *.integration.test.ts | api.integration.test.ts |
| E2E | *.e2e.test.ts | login-flow.e2e.test.ts |
Test naming format: should_[behavior]_when_[condition]
test('should_return_error_when_email_invalid', () => {});
// ❌ NEVER
const user = { email: 'admin@real.com', password: 'secret123' };
// ✅ ALWAYS
const user = {
email: process.env.TEST_EMAIL || 'test@example.com',
password: process.env.TEST_PASSWORD || 'test-only-pwd'
};
Security checklist:
.env.test (gitignored)See references/security-in-tests.md for patterns.
Before marking ANY task complete:
npm test # Full suite must pass
If tests fail:
Regression checklist:
Test your tests:
// 1. Comment out code being tested
// 2. Run test - MUST FAIL
// 3. Uncomment - MUST PASS
// ❌ Weak - always passes
expect(result).toBeDefined();
expect(response).toBeTruthy();
// ✅ Strong - can fail
expect(result).toEqual({ id: 1, name: 'User' });
expect(response.status).toBe(200);
expect(items).toHaveLength(3);
Assertion checklist:
Test coverage:
Test quality:
Security:
Organization:
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AID Phase 4 - Development phase. Use for implementing features, TDD practices, code reviews, transitioning from planning to QA.
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AID Phase 0 - Research & discovery. Use for validating problem spaces, identifying stakeholders, defining success metrics, deciding whether to proceed.
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AID Phase 3 - Implementation Planning with consolidation-first approach. Resolves contradictions between PRD and Tech Spec, creates consolidated master document, then breaks down into actionable tasks and populates Jira. Includes sprint planning and risk assessment.
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AID Phase 1 - PRD creation. Use for user stories, acceptance criteria, scoping features, transitioning from discovery to tech spec.
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AID Phase 5 - QA and Release. Use for validating implementations, acceptance tests, preparing releases, deployment, operational readiness.
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AID Phase 2 - Technical Specification. Use for system architecture, API contracts, data models, security architecture, transitioning from PRD to implementation.
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