Transform static API documentation into fully executable automated test suites with integrated assertions and comprehensive reporting.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install my-api-test-automation
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install my-api-test-automation using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is API Test Automation?
The API Test Automation skill provides a robust framework for converting interface documentation—including OpenAPI, Swagger, Postman collections, and even plain Markdown—into production-ready automated test cases. By using this entry from Openclaw Skills, developers can automate the entire lifecycle from analyzing spec files to generating code and executing tests within environments like Postman/Newman or Pytest.
This skill ensures that testing logic is both portable and scalable by normalizing execution environments and managing configuration secrets. It bridges the gap between documentation and verification, allowing AI agents to generate executable pre-request scripts, post-response assertions, and detailed diagnostic reports that highlight coverage gaps and environmental assumptions.
API Test Automation Use Cases
- Converting OpenAPI or Swagger specifications into executable Newman test collections.
- Generating Python-based Pytest suites from legacy Markdown API documentation or endpoint tables.
- Automating regression testing for complex dependency-chain API flows such as CRUD operations.
- Creating data-driven test variants for boundary value analysis and permission validation.
How API Test Automation Works
- Identify and parse input artifacts such as Swagger JSON, Postman exports, or text-based API tables.
- Normalize the execution environment by capturing runner preferences, auth secrets, and base URLs.
- Generate a structured test workspace using specialized scripts to create skeleton files and the case manifest.
- Integrate pre-request and post-assertion logic for dynamic token handling and business validation.
- Execute the suite using the selected runner while capturing machine-readable results and error diagnostics.
- Produce a final report detailing pass/fail status, endpoint coverage, and follow-up recommendations.
API Test Automation Setup
To initialize the API testing workspace, run the preparation script provided in the Openclaw Skills package:
python scripts/prepare_test_workspace.py --output ./api-test-output --runner postman --env-name sit
Ensure the target environment has the necessary runtimes installed (Node.js for Newman or Python for Pytest). The skill also requires the presence of environment-contract.md to handle secrets and configuration injection correctly.
API Test Automation Data Schema & Taxonomy
The skill organizes data using a structured manifest to track test coverage and execution status.
| File | Purpose |
|---|---|
| case-manifest.json | Maps test cases to specific API endpoints, methods, and coverage goals. |
| test-report.json | Machine-readable execution results designed for CI/CD integration. |
| test-report.md | Human-readable summary including environment details and assumptions. |
| assets/templates/ | Contains boilerplate for auth, headers, and common business assertions. |
API Test Automation Advanced Features
- Multi-runner support allowing seamless switching between JavaScript (Newman) and Python (Pytest) environments.
- Intelligent dependency-chain generation for testing sequential API flows like create-query-update-delete.
- Dynamic auth token acquisition and refresh handling within configurable pre-request scripts.
- Automated assumption recording that identifies and reports gaps in provided documentation.
SKILL.md
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