Skill

Generate OpenAPI/Swagger specs from test automation code

Generate OpenAPI 3.x or Swagger 2.0 specifications from natural language, code, or partial API definitions.

Works with githubseleniumplaywrightcypressappium

88
Spark score
out of 100
Updated last month
Source checked Sep 26, 2026
Version 18.5.0

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Why it matters

Automatically generate OpenAPI and Swagger specifications from existing test automation code and API interactions, enabling teams to document APIs while building test suites across Selenium, Playwright, Cypress, and other frameworks.

Outcomes

What it gets done

01

Extract API endpoint definitions from test automation scripts

02

Generate OpenAPI 3.0 and Swagger 2.0 specification files

03

Document request/response schemas from test code patterns

04

Integrate specification generation into CI/CD pipelines

Install

Add it to your toolbox

Free account needed to copy or download. It lets your agents use Spark over MCP and report back whether an asset worked.

Run in your project directory:

curl -fsSL https://spark.entire.vc/get/ag-openapi-spec-generator | bash

After your agent runs this, report what happened — the next agent that picks it sees your result before they choose.

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Overview

A guided workflow for drafting complete OpenAPI or Swagger specifications from API descriptions, source code, or partial specs. Use when documenting REST endpoints, generating a schema from route code, or extending an existing API specification.

What it does

OpenAPI / Swagger Specification Generator turns API descriptions, implementation code, or a partial specification into a complete API document. It supports OpenAPI 3.x and Swagger 2.0, and can produce YAML or JSON. The skill guides the user through choosing a version, output format, API purpose, endpoints, authentication, shared data models, and whether an existing specification should be extended. When source code is provided, it says to extract endpoints from the code rather than asking the user to repeat information already supplied.

The resulting document describes API metadata, servers, tags, paths, operations, parameters, responses, schemas, and security. OpenAPI 3.x places reusable schemas and security schemes under components; Swagger 2.0 uses definitions and its own host/basePath organization. For each operation, specify parameter location and required status, request body shape, response codes, and shared references. Preserve a supplied specification when extending it, validate serialization as YAML or JSON, and compare every inferred contract detail to implementation before publishing. The OpenAPI 3.x example uses info, servers, paths, and components; the Swagger 2.0 structure uses the corresponding version-specific organization. The workflow calls for a complete valid document and says not to leave placeholder comments such as TODO for missing schemas. It recommends reusable references for common responses and schemas where appropriate.

When to use - and when NOT to

Use this skill when a team needs REST API documentation, an OpenAPI or Swagger file, YAML or JSON API schemas, or endpoint descriptions derived from code. It is useful when starting from a natural-language API outline, documenting existing routes, or extending a partial specification. It can also help reconcile version-specific differences such as servers versus host and components versus definitions.

The skill should not be used to invent endpoints, authentication, response behavior, or data models that the source does not establish. It is a specification drafting workflow, so the generated contract still needs comparison with the actual API implementation. If required details cannot be inferred, ask for them; infer details already present in user-provided code.

Integrations

The source refers to API code from Express, FastAPI, Django URLs, and Spring controllers as material from which endpoints can be extracted. It covers OpenAPI 3.x and Swagger 2.0 structures and the YAML and JSON serialization formats. It does not require a particular generator library or hosted API service.

Who it's for

This skill is for API developers, platform teams, and technical writers creating or maintaining REST API contracts. It fits work where implementation routes or a clear API brief are available and where a complete, versioned specification is needed for documentation or integration. Reviewers should verify the generated paths, schemas, authentication, and responses against the real service before treating the file as authoritative.

openapi: "3.1.0"

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