How does it handle authenticated endpoints?

The skill parses security schemes from your API spec and generates complete flows for registration, login, token storage, and authorized access.

Which API specifications are supported?

The skill supports OpenAPI 3.0+ and Swagger 2.0 specifications in both JSON and YAML formats, automatically detecting them in your repository.

Does it support data chaining between steps?

Yes, it intelligently identifies response fields like IDs or tokens and maps them to parameters in subsequent test steps for realistic workflow testing.

Which testing frameworks can I use?

It generates code for pytest (Python), vitest/supertest (TypeScript), JUnit 5 (Java), and Go's standard test library based on your project's existing stack.

API Service Test Generator

Name: API Service Test Generator
Author: umitozdemirf

byumitozdemirf

0•

安全与测试

Generates comprehensive multi-step, scenario-based service tests from OpenAPI and Swagger specifications using intelligent data chaining.

The Service Test Generator is a specialized skill designed to automate the creation of end-to-end API integration tests by analyzing OpenAPI/Swagger documentation. Instead of isolated endpoint checks, this skill constructs complex business workflows—including CRUD lifecycles, authentication sequences, and cross-resource operations—where data from one response is automatically passed as input to the next. It supports major testing frameworks across Python, JavaScript, Java, and Go, ensuring that generated tests include proper setup, teardown, schema validation, and configurable environment handling to match modern CI/CD requirements.

主要功能

010 GitHub stars

02Contract validation against specification schemas

03Intelligent data chaining across sequential API steps

04Automated OpenAPI/Swagger spec discovery and parsing

05Pre-defined patterns for CRUD, Auth, and State Machine flows

06Multi-framework support (pytest, vitest, JUnit, Go)

使用场景

01Validating cross-resource business logic and foreign key dependencies

02Generating full CRUD lifecycle tests for new API resources

03Automating complex authentication and token refresh validation flows

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add umitozdemirf/qa-skills service-test-generator

For use in Claude.ai and ChatGPT

主要功能

010 GitHub stars

02Contract validation against specification schemas

03Intelligent data chaining across sequential API steps

04Automated OpenAPI/Swagger spec discovery and parsing

05Pre-defined patterns for CRUD, Auth, and State Machine flows

06Multi-framework support (pytest, vitest, JUnit, Go)

使用场景

01Validating cross-resource business logic and foreign key dependencies

02Generating full CRUD lifecycle tests for new API resources

03Automating complex authentication and token refresh validation flows

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add umitozdemirf/qa-skills service-test-generator

For use in Claude.ai and ChatGPT