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Api Testing

Community
fugazi
api-testing

Test REST and GraphQL endpoint contracts using Playwright request fixture (TypeScript) or REST Assured (Java). Use for standalone API tests covering schemas, auth, status/error handling, pagination, idempotency, rate limits, or contract checks; not for browser E2E specs. Keywords: REST, GraphQL, API contract, schema validation, REST Assured.

Overview

Publisherfugazi
Repositorytest-automation-skills-agents
Skill nameapi-testing
Stars
238
Forks
42
Bundled files
8
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.

  • 8 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by fugazi on GitHub. Read the source before you install it.

Installation

Install the Api Testing 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.
  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/fugazi/test-automation-skills-agents.git /tmp/test-automation-skills-agents
mkdir -p .claude/skills
cp -r /tmp/test-automation-skills-agents/skills/api-testing .claude/skills/api-testing
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Api Testing 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 Api Testing 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 Api Testing 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.

API Testing (Playwright + REST Assured)

Comprehensive API testing skill covering both Playwright TypeScript (request fixture, Supertest, Zod) and Java (REST Assured, AssertJ, JSON Schema Validator).

When to Use This Skill

  • Create API tests for REST or GraphQL endpoints
  • Validate request/response schemas (Zod, JSON Schema)
  • Test authentication flows (OAuth2, JWT, API keys, Bearer tokens)
  • Verify error handling (400, 401, 403, 404, 409, 422, 500)
  • Test pagination, filtering, sorting edge cases
  • Validate idempotency for PUT/DELETE operations
  • Contract testing between services
  • Rate limiting validation

Do NOT Use For

  • Browser-driven UI flows (use playwright-e2e-testing for Playwright specs, or webapp-selenium-testing for Selenium)
  • Live interactive browser sessions or snapshots (use playwright-cli)
  • Visual/layout regression (out of scope — no DOM)
  • End-to-end journeys that must drive a real browser across pages

Prerequisites

StackRequirements
TypeScriptNode.js 18+, @playwright/test or supertest, zod
JavaJava 21+, REST Assured 5.x, AssertJ, Jackson, json-schema-validator

Core Principles

  1. Schema validation on every response — never trust an unvalidated response
  2. Test all HTTP status codes — happy path AND error states
  3. Auth testing is mandatory — verify 401/403 for protected endpoints
  4. Data-driven — test with valid, invalid, boundary, and empty values
  5. Stateless where possible — each test cleans up or uses unique data

Quick Reference — Playwright

typescript
import { test, expect } from "@playwright/test";

test("GET /api/users returns 200 with valid schema", async ({ request }) => {
  const response = await request.get("/api/users");
  expect(response.ok()).toBeTruthy();
  const body = await response.json();
  expect(body).toMatchObject({ data: expect.any(Array) });
});

Quick Reference — REST Assured

java
import static io.restassured.RestAssured.*;
import static org.hamcrest.Matchers.*;

import java.util.List;

import org.junit.jupiter.api.DisplayName;
import org.junit.jupiter.api.Test;

@Test
@DisplayName("GET /api/users returns 200 with valid schema")
void getUsers() {
    String token = "test-token";

    given()
        .header("Authorization", "Bearer " + token)
    .when()
        .get("/api/users")
    .then()
        .statusCode(200)
        .body("data", is(instanceOf(List.class)))
        .body("data.size()", greaterThan(0));
}

Red Flags

Stop and reconsider if you see any of these in generated API tests:

  • Assertions only on status code with no body/schema validation — an unvalidated response hides contract drift.
  • Hardcoded secrets/tokens committed to the test file — read from env or a secrets manager.
  • Tests sharing mutable state with no cleanup — flaky and order-dependent.
  • Skipping auth tests (no 401/403 assertions on protected endpoints) — security regression risk.
  • No coverage of error states (only happy-path 200s) — error handling is untested.

References

DocumentContent
REST API PatternsCRUD, pagination, filtering, error patterns
Playwright API TestingRequest fixture, Supertest, TypeScript patterns
REST Assured TestingREST Assured, AssertJ, Java patterns
Schema ValidationZod (TS), JSON Schema (Java), strict vs loose
Contract TestingRequest/response contracts, idempotency, versioning

Templates

Scripts

Troubleshooting

IssueSolution
401 on authenticated endpointsVerify token is fresh; check expiry; re-authenticate
Flaky API testsAdd retry logic; check for rate limiting; use unique test data
Schema validation too strictUse .passthrough() (Zod) or additionalProperties: true for flexible fields
Timeout on slow endpointsIncrease timeout in request options; check for server load

Verification

  • Schema validation in place — Every response validated against a schema (Zod or JSON Schema)
  • Authentication tested — 401 returned for protected endpoints without valid credentials
  • Idempotency verified — PUT/DELETE produce same result when called multiple times
  • Edge cases covered — Empty payloads, invalid types, boundary values, SQL injection attempts

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Api Testing AI skill do?

Test REST and GraphQL endpoint contracts using Playwright request fixture (TypeScript) or REST Assured (Java). Use for standalone API tests covering schemas, auth, status/error handling, pagination, idempotency, rate limits, or contract checks; not for browser E2E specs. Keywords: REST, GraphQL, API contract, schema validation, REST Assured.

Why use Api Testing on TypingMind?

Because you install it once and use it with any model. Api Testing 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 Api Testing in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/fugazi/test-automation-skills-agents/tree/main/skills/api-testing. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Api Testing?

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 Api Testing?

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

Is the Api Testing AI skill free?

Yes. It is published on GitHub by fugazi 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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