Api Test Generator

When to use

Invoke this skill when:

• A team maintains an OpenAPI 3.0 / 3.1 document (openapi.yaml, openapi.json).
• CI needs a contract-drift guard that fails when responses diverge from the spec.
• You want property-based fuzzing (Schemathesis) without hand-writing input permutations.
• You need a fast port of the OpenAPI spec into an existing Java/Node test project.

Do NOT use when: the service has no machine-readable spec (write OpenAPI first); the flow is multi-step UI interaction (use e2e-test-generator); you need a load test (use performance-test or k6/Gatling — outside scope).

Inputs

• spec (required): Path or URL to OpenAPI 3.x document.
• target (required): schemathesis, rest-assured, or supertest.
• base_url (required): Origin to test against, e.g. https://staging.example.com/api.
• auth (optional): { type: "bearer" | "apiKey" | "basic", env: "TEST_TOKEN" }. Default bearer from TEST_TOKEN.
• rate_limit_threshold (optional): Requests/second to use in rate-limit test. Default 20.
• out_dir (optional): Where to write tests. Defaults per target: tests/contract/, src/test/java/contract/, test/api/.

Outputs

• For schemathesis: a pytest module test_contract.py, a conftest.py with auth fixture, and a shell command to invoke via CLI.
• For rest-assured: one Java class per tag in the spec plus a BaseApiTest with auth setup.
• For supertest: one .test.ts per resource with Jest/Vitest describe blocks.
• A coverage report mapping each (path, method, response code) in the spec to a generated test.

Tool dependencies

• Read, Write, Grep, Glob (always).
• WebFetch when spec is a URL.
• For schemathesis: user must have pip install schemathesis pytest in their test env.
• For rest-assured: Maven/Gradle dependency io.rest-assured:rest-assured:5.x.
• For supertest: npm i -D supertest @types/supertest jest ajv (or vitest).

Procedure

1. Load the spec. If URL, fetch. Parse YAML/JSON. Extract: servers, securitySchemes, paths, operationIds, tags, request/response schemas.
2. Bucket endpoints. Group by tag; one file per tag (rest-assured, supertest) or a single pytest module (schemathesis).
3. Resolve auth. Map securitySchemes to an auth fixture that reads the token from auth.env.
4. Generate positive tests. For each operation, produce a request with a minimal valid body (schemathesis does this automatically; for manual targets, instantiate from example or required-fields-only).
5. Generate negative tests.

• Missing required fields → expect 400.
• Wrong type (string where integer) → expect 400 or 422.
• Unauthenticated call → expect 401.
• Wrong scope / forbidden → expect 403.
• Unknown resource id → expect 404.

1. Generate rate-limit test. Fire rate_limit_threshold * 2 requests in a burst against a GET endpoint; assert at least one 429 and that Retry-After is present.
2. Validate every response against schema. Use schemathesis built-in validation, rest-assured.matchesJsonSchema, or ajv in supertest.
3. Emit a coverage table. Markdown file listing endpoint × response code × covered/uncovered.
4. Write CI snippet. A Makefile target or GitHub Actions step to run the suite on every PR.

Examples

Example 1 — Schemathesis (Python) against a petstore spec

Command (stateful + property-based):

schemathesis run \
  --checks all \
  --hypothesis-deadline=5000 \
  --hypothesis-max-examples=50 \
  --header "Authorization: Bearer $TEST_TOKEN" \
  --base-url "$BASE_URL" \
  https://petstore.example.com/openapi.json

tests/contract/conftest.py

import os
import pytest
import schemathesis

SCHEMA_URL = os.environ["SPEC_URL"]
schema = schemathesis.from_uri(SCHEMA_URL)

@pytest.fixture
def auth_headers():
    token = os.environ["TEST_TOKEN"]
    return {"Authorization": f"Bearer {token}"}

tests/contract/test_contract.py

import schemathesis
from conftest import schema

@schema.parametrize()
def test_api_conforms_to_spec(case, auth_headers):
    response = case.call(headers=auth_headers)
    case.validate_response(response)  # schema + status + content-type

@schema.parametrize(endpoint="/pet")
def test_unauthenticated_is_401(case):
    response = case.call(headers={})
    assert response.status_code == 401

@schema.parametrize(endpoint="/pet", method="POST")
def test_missing_required_fields_is_400(case):
    case.body = {}  # strip required fields
    response = case.call(headers={"Authorization": f"Bearer {__import__('os').environ['TEST_TOKEN']}"})
    assert response.status_code in (400, 422)

Rate-limit probe:

import asyncio, httpx, pytest

@pytest.mark.asyncio
async def test_rate_limit_returns_429():
    async with httpx.AsyncClient(base_url=os.environ["BASE_URL"]) as client:
        responses = await asyncio.gather(*[client.get("/pet/1") for _ in range(40)])
    assert any(r.status_code == 429 for r in responses)
    hit = next(r for r in responses if r.status_code == 429)
    assert "retry-after" in {k.lower() for k in hit.headers}

Example 2 — supertest (Node/TypeScript) for a /users resource

test/api/users.test.ts

import request from 'supertest';
import Ajv from 'ajv';
import addFormats from 'ajv-formats';
import spec from '../../openapi.json';

const BASE = process.env.BASE_URL!;
const TOKEN = process.env.TEST_TOKEN!;
const ajv = addFormats(new Ajv({ strict: false }));
const userSchema = spec.components.schemas.User;
const validateUser = ajv.compile(userSchema);

describe('POST /users', () => {
  it('201 and body matches User schema', async () => {
    const res = await request(BASE)
      .post('/users')
      .set('Authorization', `Bearer ${TOKEN}`)
      .send({ email: 'qa+1@example.com', name: 'QA Bot' });
    expect(res.status).toBe(201);
    expect(validateUser(res.body)).toBe(true);
  });

  it('400 when required field missing', async () => {
    const res = await request(BASE)
      .post('/users')
      .set('Authorization', `Bearer ${TOKEN}`)
      .send({ name: 'no email' });
    expect([400, 422]).toContain(res.status);
  });

  it('401 without token', async () => {
    const res = await request(BASE).post('/users').send({ email: 'x@y.z', name: 'x' });
    expect(res.status).toBe(401);
  });
});

describe('GET /users/:id', () => {
  it('404 for unknown id', async () => {
    const res = await request(BASE)
      .get('/users/00000000-0000-0000-0000-000000000000')
      .set('Authorization', `Bearer ${TOKEN}`);
    expect(res.status).toBe(404);
  });
});

describe('Rate limiting', () => {
  it('returns at least one 429 under burst', async () => {
    const burst = await Promise.all(
      Array.from({ length: 40 }, () =>
        request(BASE).get('/users/me').set('Authorization', `Bearer ${TOKEN}`),
      ),
    );
    const hit = burst.find(r => r.status === 429);
    expect(hit).toBeDefined();
    expect(hit!.headers['retry-after']).toBeDefined();
  });
});

Constraints

• Every generated test must assert both status code and schema validity on success responses.
• Never hard-code secrets; always read from env (TEST_TOKEN, BASE_URL).
• Never mutate production data — require BASE_URL to point at a non-prod host; fail loudly if it looks like prod.
• For Schemathesis, always pass --checks all so not_a_server_error, response_schema_conformance, status_code_conformance, content_type_conformance all run.
• Rate-limit tests must be quarantined behind an env flag (RUN_RATE_LIMIT=1) when the target is shared.
• Do not emit tests for deprecated: true operations unless explicitly asked.

Quality checks

• [ ] Coverage table accounts for every (path, method, responseCode) in the spec.
• [ ] Auth fixture reads token from env, not repo.
• [ ] No test writes to prod (BASE_URL guard present).
• [ ] Schema validation present on every 2xx path.
• [ ] At least one 401, 400/422, and 404 test generated per resource with those codes declared.
• [ ] Rate-limit test present when spec declares 429 anywhere.
• [ ] CI snippet emitted and points at the correct file path.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: tahirraufkeeyu
• Source: tahirraufkeeyu/software-development-agent-stack--sdas
• License: MIT

Install and usage instructions live in the source repository linked above.