api-testing-patterns▌
proffesor-for-testing/agentic-qe · updated Apr 8, 2026
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<default_to_action>
- ›When testing APIs or designing API test strategy:
API Testing Patterns
<default_to_action> When testing APIs or designing API test strategy:
- IDENTIFY testing level: contract, integration, or component
- TEST the contract, not implementation (consumer perspective)
- VALIDATE auth, input, errors, idempotency, concurrency
- AUTOMATE in CI/CD with schema validation
- MONITOR production APIs for contract drift
Quick Pattern Selection:
- Microservices → Consumer-driven contracts (Pact)
- REST APIs → CRUD + pagination + filtering tests
- GraphQL → Query validation + complexity limits
- External deps → Mock with component testing
- Performance → Load test critical endpoints
Critical Success Factors:
- APIs are contracts - test from consumer perspective
- Always test error scenarios, not just happy paths
- Version your API tests to prevent breaking changes </default_to_action>
Quick Reference Card
When to Use
- Testing REST or GraphQL APIs
- Validating microservice contracts
- Designing API test strategies
- Preventing breaking API changes
Testing Levels
| Level | Purpose | Dependencies | Speed |
|---|---|---|---|
| Contract | Provider-consumer agreement | None | Fast |
| Component | API in isolation | Mocked | Fast |
| Integration | Real dependencies | Database, services | Slower |
Critical Test Scenarios
| Scenario | Must Test | Example |
|---|---|---|
| Auth | 401/403 handling | Expired token, wrong user |
| Input | 400 validation | Missing fields, wrong types |
| Errors | 500 graceful handling | DB down, timeout |
| Idempotency | Duplicate prevention | Same idempotency key |
| Concurrency | Race conditions | Parallel checkout |
Tools
- Contract: Pact, Spring Cloud Contract
- REST: Supertest, REST-assured, Playwright
- Load: k6, Artillery, JMeter
Agent Coordination
qe-api-contract-validator: Validate contracts, detect breaking changesqe-test-generator: Generate tests from OpenAPI specqe-performance-tester: Load test endpointsqe-security-scanner: API security testing
Contract Testing
Pattern: Consumer-Driven Contracts
// Consumer defines expectations
const contract = {
request: { method: 'POST', path: '/orders', body: { productId: 'abc', quantity: 2 } },
response: { status: 201, body: { orderId: 'string', total: 'number' } }
};
// Provider must fulfill
test('order API meets contract', async () => {
const response = await api.post('/orders', { productId: 'abc', quantity: 2 });
expect(response.status).toBe(201);
expect(response.body).toMatchSchema({
orderId: expect.any(String),
total: expect.any(Number)
});
});
When: Microservices, distributed systems, third-party integrations
Critical Test Patterns
Authentication & Authorization
describe('Auth', () => {
it('rejects without token', async () => {
expect((await api.get('/orders')).status).toBe(401);
});
it('rejects expired token', async () => {
const expired = generateExpiredToken();
expect((await api.get('/orders', { headers: { Authorization: `Bearer ${expired}` } })).status).toBe(401);
});
it('blocks cross-user access', async () => {
const userAToken = generateToken({ userId: 'A' });
expect((await api.get('/orders/user-B-order', { headers: { Authorization: `Bearer ${userAToken}` } })).status).toBe(403);
});
});
Input Validation
describe('Validation', () => {
it('validates required fields', async () => {
const response = await api.post('/orders', { quantity: 2 }); // Missing productId
expect(response.status).toBe(400);
expect(response.body.errors).toContain('productId is required');
});
it('validates types', async () => {
expect((await api.post('/orders', { productId: 'abc', quantity: 'two' })).status).toBe(400);
});
it('validates ranges', async () => {
expect((await api.post('/orders', { productId: 'abc', quantity: -5 })).status).toBe(400);
});
});
Idempotency
it('prevents duplicates with idempotency key', async () => {
how to use api-testing-patternsHow to use api-testing-patterns on Cursor
AI-first code editor with Composer
1Prerequisites
Before installing skills in Cursor, ensure your development environment meets these requirements:
- ›Cursor installed and configured on your development machine
- ›Node.js version 16.0+ with npm package manager (verify with
node --version) - ›Active project directory or workspace where you want to add api-testing-patterns
2Execute installation command
Execute the skills CLI command in your project's root directory to begin installation:
$npx skills add https://github.com/proffesor-for-testing/agentic-qe --skill api-testing-patternsThe skills CLI fetches api-testing-patterns from GitHub repository proffesor-for-testing/agentic-qe and configures it for Cursor.
3Select Cursor when prompted
The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:
◆ Which agents do you want to install to?││ ── Universal (.agents/skills) ── always included ────│ • Amp│ • Antigravity│ • Cline│ • Codex│ ●Cursor(selected)│ • Cursor│ • Windsurf4Verify installation
Confirm successful installation by checking the skill directory location:
.cursor/skills/api-testing-patternsReload or restart Cursor to activate api-testing-patterns. Access the skill through slash commands (e.g., /api-testing-patterns) or your agent's skill management interface.
⚠Security & Verification Notice
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.
Additional Resources
List & Monetize Your Skill
Submit your Claude Code skill and start earning
GET_STARTED →Use Cases▌
Task Automation & Efficiency
Automate repetitive workflows and reduce manual effort
Example
Generate reports, summarize documents, draft communications
✓Save 3-5 hours per week on routine tasks
Knowledge Enhancement
Learn new skills, understand complex topics, get expert guidance
Example
Explain concepts, provide examples, suggest learning resources
✓Accelerate learning and skill development by 2x
Quality Improvement
Enhance output quality through reviews, suggestions, and refinements
Example
Review drafts, suggest improvements, catch errors
✓Improve work quality by 30-40% with less effort
Implementation Guide▌
Prerequisites
- ›Claude Desktop or compatible AI client with skill support
- ›Clear understanding of task or problem to solve
- ›Willingness to iterate and refine outputs
Time Estimate
15-45 minutes depending on use case complexity
Installation Steps
- 1.Install skill using provided installation command
- 2.Test with simple use case relevant to your work
- 3.Evaluate output quality and relevance
- 4.Iterate on prompts to improve results
- 5.Integrate into regular workflow if valuable
Common Pitfalls
- ⚠Expecting perfect results without iteration
- ⚠Not providing enough context in prompts
- ⚠Using skill for tasks outside its intended scope
- ⚠Accepting outputs without review and validation
Best Practices▌
✓ Do
- +Start with clear, specific prompts
- +Provide relevant context and constraints
- +Review and refine all outputs before using
- +Iterate to improve output quality
- +Document successful prompt patterns
✗ Don't
- −Don't use without understanding skill limitations
- −Don't skip validation of outputs
- −Don't share sensitive information in prompts
- −Don't expect skill to replace human judgment
💡 Pro Tips
- ★Be specific about desired format and style
- ★Ask for multiple options to choose from
- ★Request explanations to understand reasoning
- ★Combine AI efficiency with human expertise
When to Use This▌
✓ Use When
Use when skill capabilities match your task, clear ROI on time saved, and you can validate outputs. Best for repetitive tasks, learning, and quality improvement.
✗ Avoid When
Avoid when task requires deep expertise you can't validate, involves sensitive decisions, or when learning process is more valuable than speed of completion.
Learning Path▌
- 1Familiarize yourself with skill capabilities and limitations
- 2Start with low-risk, non-critical tasks
- 3Progress to more complex and valuable use cases
- 4Build expertise through regular use and experimentation
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
general reviewsRatings
4.8★★★★★29 reviews- ★★★★★Ira Thomas· Dec 28, 2024
I recommend api-testing-patterns for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
- ★★★★★Fatima Haddad· Dec 20, 2024
Useful defaults in api-testing-patterns — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Chaitanya Patil· Dec 8, 2024
api-testing-patterns fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.
- ★★★★★Pratham Ware· Dec 4, 2024
Useful defaults in api-testing-patterns — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Chen Li· Dec 4, 2024
We added api-testing-patterns from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Piyush G· Nov 27, 2024
Registry listing for api-testing-patterns matched our evaluation — installs cleanly and behaves as described in the markdown.
- ★★★★★Xiao Chawla· Nov 23, 2024
api-testing-patterns reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Shikha Mishra· Oct 18, 2024
api-testing-patterns reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Li Chawla· Oct 14, 2024
Registry listing for api-testing-patterns matched our evaluation — installs cleanly and behaves as described in the markdown.
- ★★★★★Ira Choi· Sep 17, 2024
api-testing-patterns is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.
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