README.md

July 10, 2026 · View on GitHub

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Spectest

declarative API testing CLI for fast HTTP endpoint tests


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Spectest is a lightweight API testing CLI for writing declarative HTTP endpoint tests in JavaScript, JSON, or YAML. Use it to verify REST APIs, assert status codes, headers, JSON payloads, and schemas, test multi-step API flows, replay recorded outbound HTTP calls, and run concurrency or load checks without a browser automation framework.

Features

  • Declarative API tests: describe requests and expected responses with a simple *.spectest.* file.
  • HTTP assertions: validate status codes, response headers, partial JSON bodies, and Zod or JSON schemas.
  • OpenAPI loading: run OpenAPI 3.0/3.1 operations directly with --openapi.
  • API flow testing: chain login, setup, teardown, and dependent requests with shared response state.
  • Record and replay: capture outbound fetch, http, https, and common Node library calls into reusable cassettes.
  • CLI-first workflow: run tests with npx spectest, filter by tags or names, randomize ordering, and snapshot failures.
  • Concurrency and load checks: send tests in parallel, rate-limit requests, or bombard endpoints to check API robustness.

Getting Started

A spectest is a collection of test cases. The only required properties of a test case are

  • name - used to identify the case
  • endpoint - the API endpoint under test.

Most test cases include a request property which mirrors the fetch Request schema, and a response property that is used for assertions. The response property also mirrors the fetch Response schema.

1. Define the server environment

At the root of your project, create the file spectest.config.js. For the purposes of this guide, we'll be using https://jsonplaceholder.typicode.com, which provides "free fake and reliable API for testing and prototyping".

// spectest.config.js

export default {
  baseUrl: 'https://jsonplaceholder.typicode.com',
  testDir: './test',
  filePattern: '\\.spectest\\.',
};

For actual testing, the baseUrl should be the hostname of your server like http://localhost:3000 for Express servers. The CLI would search for and process files that match filePattern under the testDir. For more config options, see Config reference.

2. Create some spec test cases

Create the file test/jsonpayload.spectest.js and paste the code below in it. Note: the file name needs to match the pattern defined in the config above.

// jsonpayload.spectest.js

const tests = [
  // This basic example fetches {baseUrl}/todos/1 and asserts response status is 'OK'.
  {
    name: "Fetch TODO 1",
    endpoint: "/todos/1",
  },

  // In this case, spectest would assert the actual response matches both status code and json body. 
  {
    name: "Create a post",
    endpoint: "/posts",
    request: {
      method: "POST",
      headers: { "Content-Type": "application/json; charset=UTF-8" },
      body: { title: "foo", body: "bar", userId: 1 },
    },
    response: {
      status: 201,
      json: { id: 101, title: "foo", body: "bar", userId: 1 },
    },
  },
];

export default tests;

A *.spectest.js file can have classes, functions, use imports and do anything you would with Javascript. The default export may be either an array of test cases or an object with a tests array and optional name property. For the full schema of a test case, see Testcase reference

3. Run the test cases

You can run the test cases with:

$ npx spectest

# Run the cases in a specific file
$ npx spectest jsonpayload.spectest.js

# Set/override the configs in step 1
$ npx spectest --base-url="https://jsonplaceholder.typicode.com" jsonpayload.spectest.js

All three commands above will have the same output, and it would look like:

📊 Test Summary:
 [✅] Fetch TODO 1 (53ms)
 [✅] Create a post (108ms)

✅ 2/2 tests passed!
📋 Server logs captured: 0
⏱️ Latency: min 53ms; avg 80ms; max 108ms
⏱️ Testing time: 0.11s; Total time: 0.18s

Running OpenAPI documents

Spectest can load OpenAPI 3.0 and 3.1 documents directly:

npx spectest --openapi ./examples/openapi/jsonplaceholder.yaml --base-url=https://jsonplaceholder.typicode.com

Generated tests stay in memory; Spectest does not write .spectest files for this workflow (see spectest generate openapi-tests below if you want a written scaffold instead). Spectest uses examples or schema defaults for required path/query/header/cookie parameters and required JSON request bodies. Operations that need missing values, unsupported media types, unsupported parameter serialization, unresolved external refs, unsupported schema constructs, or unavailable auth/hook lookups are generated as skipped tests with skip reasons.

When both --openapi and testDir are configured, Spectest loads OpenAPI-generated tests and hand-written suites into the same run and dependency graph — a hand-written suite can dependsOn a spec-generated operationId, and duplicate operationIds across the two sources fail fast via the same uniqueness check.

Multiple examples per operation

If a request body, parameter, or response defines an examples map (rather than a single example), Spectest generates one test per entry. Each generated test's operationId becomes ${operationId}+${exampleKey} and its name gets a — ${exampleKey} suffix.

The expected response for a given request example is resolved in order:

  1. x-spectest.status declared on that example.
  2. A response example under a documented non-2xx status sharing the same key as the request example.
  3. The lowest documented 2xx status (the v1 default).

An operation with no examples map behaves exactly as before (a single generated test, unsuffixed operationId).

x-spectest vendor extension

A single vendor extension, allowed on an operation and on an individual entry inside an examples map (example-level overrides operation-level):

x-spectest:
  status: 400
  tags: [slow, real-backend]
  skip: true
  skipReason: "hits real registrar, run manually"
  phase: setup | main | teardown
  dependsOn: [operationId, "otherOperationId+exampleKey"]
  beforeSend: hookName        # looked up in cfg.openapiHooks
  postTest: hookName
  security: none | variantName
  generate:                   # dynamic values, see below
    orderId: uuid
    "product.domainName": shortId

Named hook registry

Add openapiHooks to spectest.config.js to give x-spectest.beforeSend/postTest something to resolve against:

export default {
  openapiHooks: {
    extractOneTimeToken: {
      postTest: async (res, state, ctx) => { /* scrape ctx.logs, stash in state */ },
    },
  },
};

A name referenced by x-spectest that isn't in openapiHooks generates a skipped test with a reason, the same way a missing openapiAuth hook does — it never crashes the loader.

Dynamic example values

Use {{uuid}}, {{timestamp}}, or {{shortId}} as a literal example string to get a fresh value resolved once per generated test (stable across repeat/bombard reruns of that same test). For object bodies, x-spectest.generate is the path-keyed alternative — list which fields need freshness per run instead of rewriting the example. Both are opt-in; Spectest still never synthesizes data for a property that has no example.

Explicit non-default auth cases

openapiAuth entries can be either a single hook (as in v1) or a named-variant map, to let you deliberately generate a test with missing/expired credentials:

export default {
  openapiAuth: {
    session: {
      valid: async (ctx) => ({ headers: { Cookie: 'session=...' } }),
      expired: async (ctx) => ({ headers: { Cookie: 'session=expired' } }),
      missing: async () => ({}),
    },
  },
};

Set x-spectest.security: none to bypass security application entirely for an example, or x-spectest.security: expired (etc.) to pick a variant. With no override, a variant map defaults to its valid entry.

Standard OpenAPI responses.<status>.links are honored for simple data-passing chains (e.g. register something, then fetch it using the orderId from the first response). When operation B has an unresolved parameter or request body and an earlier operation A declares a link targeting B by operationId, Spectest auto-generates dependsOn: [A] plus a beforeSend that reads the linked value from state.completedCases[A] via the link's runtime expression ($response.body#/pointer or $response.header.<name>). This only applies when A itself resolves to exactly one generated test; if A was split by multiple examples, use x-spectest.dependsOn + beforeSend/hooks instead.

Schema-driven negative testing

Beyond example-based negative cases (a 400 response paired with a hand-written invalid example), Spectest can derive negative cases directly from an operation's JSON Schema constraints — mutating one field of an existing example at a time (drop a required field, violate minLength/maximum/enum/pattern/format/additionalProperties, etc.) and asserting the documented 4xx response. This is opt-in and off by default; every mutation starts from a real hand-written example, so Spectest still never invents data for a field that has no example.

npx spectest --openapi ./openapi.yaml --negative-tests
// spectest.config.js
export default {
  openapiNegativeTests: {
    enabled: true,
    maxCasesPerOperation: 20,       // cap per operation
    excludeTags: ['real-backend'],  // operations with this tag/x-spectest.tags entry are never mutated
  },
};

Generated cases are tagged negative (alongside openapi), so --tags/--filter can include or exclude them like any other test. Per-operation, x-spectest.negative can narrow (but not force-enable when the global flag is off):

x-spectest:
  negative:
    enabled: false        # opt this operation out entirely
    fields: [email, age]  # restrict mutation to specific top-level body/query/cookie fields
    status: 422            # pin the expected status instead of the lowest documented 4xx
    seedExample: default   # which existing example key to mutate from (default: first key in spec order)

Negative generation is skipped (no crash, no cases) for an operation when: no hand-written example exists to seed from; the operation or its native tags/x-spectest.tags match excludeTags; the operation declares x-spectest.dependsOn or participates in a links chain (mutating a chain link risks breaking dependents that rely on its real response); or no documented 4xx response exists to assert against. Only request body and query/cookie parameters are mutated — path and header parameters are excluded since an invalid value there is often rejected by the HTTP client or the router before it reaches your handler, making the expected status ambiguous.

Contract coverage reporting

npx spectest --openapi ./openapi.yaml --coverage-report
npx spectest --openapi ./openapi.yaml --coverage-report --coverage-report-file ./coverage.txt

After the run, prints one line per spec operation: generated & passed, generated & failed, generated & skipped (<reason>), covered by hand-written test <operationId> (when a hand-written suite's request matches that operation's method/path but no generated test ran for it), or uncovered. When negative testing generated cases for an operation, the line gets a (+N negative) suffix.

Scaffolding editable test files

npx spectest generate openapi-tests --openapi ./openapi.yaml --output ./test

Writes a .spectest.js file with the same generated tests Spectest would run in-memory, as an editable starting point for suites that will grow real beforeSend/postTest logic by hand. Anything expressible this way is already expressible via direct --openapi loading — this is a convenience/onboarding command, not a coverage unlock.

Why Spectest

While building an API, I kept running into the same frustrating loop: after writing comprehensive Jest tests, I still had to manually “verify” the API by running it through a frontend client.

Here’s why Jest alone wasn’t enough:

  1. Mocks obscure reality – Jest enables mocking which simulate behavior but can hide real issues in production.

  2. Multi-step flows were painful – Chaining flows like login → verify → fetch was hard to write and even harder to maintain.

  3. No browser-like behavior – Jest couldn’t replicate real-world HTTP behavior like cookie persistence or automatic attachment.

  4. API-centric needs were missing – Load testing, proxying, and concurrency checks weren’t feasible out of the box.

What I really needed was a way to verify my API contract the same way a frontend does—but without reaching for heavyweight tools like Selenium or Playwright.

That’s where Spectest was born—out of necessity.

API Reference

Test case options

OptionDescriptionDefault
nameHuman readable test namerequired
operationIdUnique identifier for the operationname
phaseExecution phase of the test (setup, main, or teardown)main
dependsOnArray of operationId strings that must pass before this test runsnone
endpointRequest path relative to the base URLrequired
request.methodHTTP methodGET
request.headersAdditional request headersnone
request.bodyRequest payloadnone
request.*Other valid fetch Request option keys, e.g. cache, mode.none
response.statusExpected HTTP status200
response.jsonExpected partial JSON bodynone
response.schemaZod or JSON schema for responsenone
response.headersExpected response headersnone
response.*Other valid fetch Response response keys e.g. statusText, type.none
beforeSendFunction used to finalize the requestnone
postTestFunction used to process response, usually to extract and save data.none
tagsTags used for filteringnone
skipSkip the test casefalse
focusRun only focused tests when presentfalse
repeatExtra sequential runs of the test0
bombardAdditional simultaneous runs of the test0
delayMilliseconds to wait before runningnone
timeoutPer-test timeout overrideruntime timeout (60000ms)
recordingPer-test HTTP recording mode override (off, replay, or record)runtime recording

Config options

OptionDescriptionDefault
configFilePath to an extra config filenone
baseUrlBase URL of the APIhttp://localhost:3000
testDirDirectory containing test suites./test
filePatternRegex for suite filenames\.spectest\.
startCmdCommand to start the test servernpm run start
buildCmdCommand to build the test servernone
runningServerHandling for an existing server (reuse, fail, or kill)reuse
serverStartupTimeoutMax time (ms) to wait for a spawned server to become ready before failing30000
serverHealthCheckIntervalInterval (ms) between server readiness health check attempts250
tagsString list used for filtering tests[]
rpsRequests per second rate limitInfinity
timeoutDefault request timeout in milliseconds60000
snapshotFilePath to write a snapshot filenone
randomizeShuffle tests ordering before executionfalse
happyRun only tests expecting 2xx status. Quick filter for testing the happy path.false
filterRegex or smart filter to select tests (happy, failures)none
testOutputExecuted test result detail (summary or errors). Use errors to include failed-test server logs and failure reasons in the report.summary
verboseVerbose spectest runner/program output. This is separate from test result detail.false
userAgentBrowser User-Agent string to send or one of the predefined user-agents.chrome_windows
recordingHTTP recording mode for outbound Node SUT requests (off, replay, or record)off
recordingFileJSON cassette path used for HTTP recordings.spectest/cassette.json
missingRecordingBehaviorBehavior when replay cannot find a cassette entry (fail, record, or bypass)fail
recordingExcludeUrlsURL patterns that always bypass HTTP cassette handling[]
outboundThrottleRate limit rules capping outbound requests the Node SUT process makes to matching backends[]
openapiPath to an OpenAPI 3.0/3.1 document to load directlynone
openapiServerServer URL or index to select when an OpenAPI document has multiple servers entriesnone
openapiAuthMap of OpenAPI security scheme names to request mutation hooks, or to a named-variant map ({ valid, expired, ... }){}
openapiHooksMap of hook names to { beforeSend?, postTest? }, resolved by x-spectest.beforeSend/postTest{}
coverageReport (--coverage-report)Print an OpenAPI contract coverage report after the runfalse
coverageReportFile (--coverage-report-file)Write the coverage report to a file instead of stdoutnone
openapiNegativeTests (--negative-tests toggles .enabled){ enabled, maxCasesPerOperation, excludeTags } for schema-derived negative test generation{ enabled: false, maxCasesPerOperation: 20, excludeTags: ['real-backend'] }
suiteFileRun only the specified suite filenone
projectRoot (--dir)Root directory of the projectcurrent working directory

testOutput can also be set from the CLI with --test-output=summary or --test-output=errors. HTTP recording can be set with --recording=off|replay|record, --recording-file=<path>, and --missing-recording-behavior=fail|record|bypass. CLI values override spectest.config.js.

API Testing Tips

Setup and Teardown

For tests that need to run before all others (e.g., checking server status) or after all others (e.g., logging out), you can use the phase property. The phase can be set to setup, main (default), or teardown.

This is syntactic sugar for dependsOn, ensuring that setup tests block main and teardown tests, and main tests block teardown tests.

export default [
  {
    name: 'Ping Server',
    endpoint: '/ping',
    response: { status: 200 },
    phase: 'setup',
  },
  {
    name: 'Main Test',
    endpoint: '/some-data',
    response: { status: 200 },
  },
  {
    name: 'Logout',
    endpoint: '/logout',
    response: { status: 200 },
    phase: 'teardown',
  },
];

Alternatively, you can structure your suite with setup, tests, and teardown properties:

export default {
  name: 'My Suite',
  setup: [
    {
      name: 'Ping Server',
      endpoint: '/ping',
      response: { status: 200 },
    },
  ],
  tests: [
    {
      name: 'Main Test',
      endpoint: '/some-data',
      response: { status: 200 },
    },
  ],
  teardown: [
    {
      name: 'Logout',
      endpoint: '/logout',
      response: { status: 200 },
    },
  ],
};

Making dynamic assertions

The responses from APIs are often dynamic, however we often know their structure. For example, expecting an API to return a timestamp but unable to assert on a timestamp without mocking. For these cases, use Zod schema to describe the shape and properties of the data expected in the response.

The second example response above could have been written as:

import { z } from 'zod';

const tests = [
  {
    name: "Create a post",
    endpoint: "/posts",
    request: {
      method: "POST",
      headers: { "Content-Type": "application/json; charset=UTF-8" },
      body: { title: "foo", body: "bar", userId: 1 },
    },
    response: {
      status: 201,
      schema: z.object({
        id: z.number(),
        title: z.string(),
        body: z.literal('foo'),
        userId: z.number().min(1)
      }),
    },
  },
];

export default tests

With schema, you can describe the shape of the data while allowing it to take on different literal values. You can use both json and schema for assertions in the same test case.

schema also accepts a raw JSON Schema (or OpenAPI 3.0/3.1 Schema Object) directly — no wrapper needed:

response: {
  status: 201,
  schema: {
    type: 'object',
    required: ['id', 'title'],
    properties: {
      id: { type: 'integer' },
      title: { type: 'string' },
    },
  },
},

OpenAPI 3.0/3.1 Schema Objects work unmodified, including nullable, example, and boolean-style exclusiveMinimum/exclusiveMaximum — the same normalization the OpenAPI loader already applies to spec-generated tests applies here too.

Controlling concurrency

By default, test requests are sent in parallel, if your API calls other APIs during test, this might result in unintentionally spamming that 3P backend. To avoid this, set rps in spectest.config.js or pass --rps=<number> on the command line. A rate limiter ensures that no more than the configured number of requests are sent each second.

Testing multi-step flows

Tests execute in parallel by default. After each successful test, its response is saved under state.completedCases[operationId].response. The beforeSend hook of a later test can read that data to craft the next request. To ensure strict sequencing, set rps to 1 or insert explicit delay values.

// auth.spectest.js

export default [
  {
    name: 'Login',
    operationId: 'login',
    endpoint: '/login',
    request: {
      method: 'POST',
      body: { username: 'admin', password: 'secret' }
    },
    response: { status: 200 }
  },
  {
    name: 'Fetch profile',
    dependsOn: ['login'],
    endpoint: '/profile',
    beforeSend: (req, state) => {
      const token = state.completedCases.login.response.data.token;
      req.headers = { ...req.headers, Authorization: `Bearer ${token}` };
    },
    response: { status: 200 }
  }
];

Using proxies

The CLI uses the native fetch API which has proxy support from Node 24+. See https://nodejs.org/api/http.html#built-in-proxy-support for more information on how to set it up.

Recording outbound HTTP calls

Spectest can record and replay outbound HTTP requests made by a Node-based server under test. Spectest still sends real requests to your local API, but the API process is started with a recording preload so its external fetch, http, https, and common library calls can be captured.

// spectest.config.js

export default {
  baseUrl: 'http://localhost:3000',
  startCmd: 'npm run start',
  runningServer: 'kill',
  recording: 'replay',
  recordingFile: '.spectest/cassette.json',
  missingRecordingBehavior: 'fail',
  recordingExcludeUrls: [
    'https://telemetry.example.com/',
    /^https:\/\/metadata\.google\.internal\//,
    (url) => url.hostname.endsWith('.internal.example.com'),
  ],
};

To create or update a cassette:

npx spectest --recording=record

To replay from the cassette:

npx spectest --recording=replay

missingRecordingBehavior controls replay misses:

ValueBehavior
failFail the outbound request with a clear unmatched-recording error
recordAllow the real outbound request and save it to the cassette
bypassAllow the real outbound request without saving it

recordingExcludeUrls always bypasses cassette handling. String entries are canonical URL prefix matches, RegExp entries are tested against the canonical URL string, and predicate entries receive (url, request).

Per-test recording can override only the mode. When it is unset, the test inherits the run-level recording mode.

export default [
  {
    name: 'Health check bypasses cassette',
    endpoint: '/health',
    recording: 'off',
  },
];

Recording requires Spectest to start the Node server process. If an already-running server is reused, Spectest cannot reliably instrument outbound calls, so runningServer: 'reuse' is not compatible with recording.

You can also use the framework-agnostic helper in plain Node tests:

import { useHttpRecordings } from 'spectest/recordings';

let recordings;

beforeAll(async () => {
  recordings = await useHttpRecordings({
    file: '.spectest/cassette.json',
    mode: 'replay',
    missingRecordingBehavior: 'fail',
    recordingExcludeUrls: ['https://telemetry.example.com/'],
  });
});

afterAll(async () => {
  await recordings.dispose();
});

Throttling outbound backend calls

rps limits how fast Spectest sends requests to your SUT — it has no visibility into what the SUT does internally. If an endpoint under test fans out to a rate-limited third party (e.g. a domain-registration endpoint that makes several calls to a registrar API per request), running tests concurrently can still burst well past that backend's own limit even with rps set.

outboundThrottle caps outbound requests the Node SUT process itself makes to a matching backend. It works the same way as HTTP recording: the SUT process is started with a preload that transparently intercepts its outbound fetch/http/https/XHR calls, so no application code changes are needed. Matching requests are delayed until a token is available and then sent for real — nothing is mocked or short-circuited.

// spectest.config.js

export default {
  baseUrl: 'http://localhost:3000',
  startCmd: 'npm run start',
  runningServer: 'kill',
  outboundThrottle: [
    { match: 'api.openprovider.eu', rps: 5, name: 'openprovider' },
    { match: /^https:\/\/api\.example\.com\/v1\//, rps: 20 },
  ],
};

Each rule's match is tested against the full outbound request URL: a string is a substring test, a RegExp is tested directly. The first matching rule applies; requests that don't match any rule pass through unthrottled. Like recording, this requires Spectest to start the Node server process, so runningServer: 'reuse' is not compatible with outboundThrottle.

Filtering test cases

There are multiple strategies for filtering test cases

Filter by tag

If test cases are tagged, the tags can be used to filter them. A test case can have as many tags as possible.

export default [
  {
    name: "Fetch TODOs",
    endpoint: "/todos/",
    tags: ['todo', 'collection']
  },
  {
    name: "Fetch TODO 1",
    endpoint: "/todos/1",
    tags: ['todo', 'item']
  },
  {
    name: "Fetch Comments",
    endpoint: "/comments/",
    tags: ['comments', 'collection']
  },
  {
    name: "Fetch Comment 1",
    endpoint: "/comments/1",
    tags: ['comments', 'item']
  },
];

You can run only todo tests with npx spectest --tags=todo, and can combine multiple tags npx spectest --tags=todo,collections.

Specify name of test file

npx spectest sometest.spectest.js will run only the suites in sometest.spectest.js

Specify pattern for a group of test files

npx spectest --filePattern="auth*" will run all tests in files with auth prefix.

Use smart filters

Use --filter=<pattern> to run tests whose names match <pattern>. Several smart filters are provided:

--filter=happy filters to only the tests expecting a 2xx status, a quick way to verify the happy path.

--filter=failures reruns only the tests that failed in the snapshot from the previous run.

Test timeout

Use the timeout option to limit how long each test case may run. Specify timeout in spectest.config.js or pass --timeout=<milliseconds> on the command line. The default is 60000 (30 seconds). Individual tests can override this by including a timeout property. When a request exceeds the effective timeout, the test fails with a indicator in the summary.

Check for robustness of API

  • Randomize tests: Run tests with --randomize to uncover unexpected test order dependencies. This is especially useful for serverless functions that should be stateless.

  • Explicit dependencies: Use the dependsOn array on a test case to run it only after the listed operations succeed. Independent tests run concurrently as their prerequisites complete.

  • Load testing: Use the --bombard parameter to literally bombard the API with requests. It can also be set at the individual test case level to determine how an API would handle a flooding of that endpoint.

  • Simulating request from mobile devices: The --user-agent param can be used to set the request UserAgent to that of mobile devices. Spectest provides definitions for the user-agents of popular desktop and mobile devices.

Updating tests from failed responses

Use the --snapshot=<file> option to write the executed test cases to a JSON file. Each case records the final request that was sent, the actual server response, in addition to the result status (pass, fail, or timeout) and other metadata.

You can easily update failed tests by copying the responses in the snapshot file into the test cases.

Working with large test suites

The spectest/helpers module contain utility functions for batch modifying test cases. Most attributes that can be applied to a test case has a similarly named batch helper.

The collection below

const suite = [
  {
    name: "Get todo list",
    endpoint: "/todos",
    delay: 500,
    focus: true,
  },
  {
    name: "Fetch TODO 1",
    endpoint: "/todos/1",
    delay: 500,
    focus: true,
  },
];
export default suite;

Is the same as

import {focus, delay} from 'spectest/helpers';

const suite = [
  {
    name: "Get todo list",
    endpoint: "/todos",
  },
  {
    name: "Fetch TODO 1",
    endpoint: "/todos/1",
  },
];
export default focus(delay(suite, 500));

Helpers are also available for recording mode overrides:

import { recording } from 'spectest/helpers';

export default recording(suite, 'off');

And you can create your own helpers to reduce repetition of common request/response properties!

Test formats

Test cases can be written in .js, plain .json and .yaml files, or .mjs for ESM and .cjs for CommonJs modules.

Typescript (.ts) files are not yet supported, you'd need to transpile them to any of the supported Js modules above.

Contributing

After cloning, run this once to enable the repo's git hooks:

git config core.hooksPath .githooks

This activates a commit-msg hook that enforces Conventional Commits (type(scope): description, e.g. feat(openapi): add negative testing for schema mutation) on every commit. Commit messages drive the automated changelog and GitHub release generated on each package.json version bump, so following the convention keeps that output readable.