---
name: generate-adversarial-api-test-cases-from-an-openapi-9b996b4b33cc
slug: "generate-adversarial-api-test-cases-from-openapi-or-graphql-schema"
description: "Use Schemathesis when an agent needs to turn an API schema into broad negative and edge-case coverage instead of hand-writing examples. The skill exercises live endpoints or app hooks, explores unexpected combinations, and reports failures that ordinary happy-path tests miss."
github_stars: 3214
verification: "security_reviewed"
source: "https://github.com/schemathesis/schemathesis"
author: "schemathesis"
category: "Security & Verification"
framework: "Multi-Framework"
tool_ecosystem:
  github_repo: "schemathesis/schemathesis"
  github_stars: 3214
---

# Generate adversarial API test cases from an OpenAPI or GraphQL schema

Use Schemathesis when an agent needs to turn an API schema into broad negative and edge-case coverage instead of hand-writing examples. The skill exercises live endpoints or app hooks, explores unexpected combinations, and reports failures that ordinary happy-path tests miss.

## Installation

Use the upstream install or setup path that matches your environment:
- uv pip install schemathesis

Requirements and caveats from upstream:
- <img src="https://img.shields.io/pypi/pyversions/schemathesis.svg" alt="Python versions">
- **Python Tests:**
- python

Basic usage or getting-started notes:
- uvx schemathesis run https://example.schemathesis.io/openapi.json
- uvx schemathesis run https://your-api.com/openapi.json
- **Command Line:**

- Source: https://github.com/schemathesis/schemathesis
- Extracted from upstream docs: https://raw.githubusercontent.com/schemathesis/schemathesis/HEAD/README.md

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/generate-adversarial-api-test-cases-from-openapi-or-graphql-schema/)


---
Source attribution: agentskillexchange
Original project: https://github.com/agentskillexchange/skills/blob/7964af467fccaf7d68a4b705bb2e26081fbdd3e8/skills/generate-adversarial-api-test-cases-from-openapi-or-graphql-schema/SKILL.md
License: MIT
License information: https://opensource.org/license/mit
Original upstream instructions; downloaded from Mega AI Hub.

## Upstream license notice

MIT License

Copyright (c) 2026 Agent Skill Exchange

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.



# Mega AI Hub resource metadata

Creator / publisher: agentskillexchange
Original project: https://github.com/agentskillexchange/skills/blob/7964af467fccaf7d68a4b705bb2e26081fbdd3e8/skills/generate-adversarial-api-test-cases-from-openapi-or-graphql-schema/SKILL.md
Attribution basis: Source repository record

Fields of work: Development & Engineering
Roles: Backend Developer, DevOps / SRE, QA / Test Engineer
Specialties: API, Testing
Tools: GitHub, Schemathesis
Country applicability: Country not specified
Classification basis: Source catalog labels
Instruction SHA-256: 7acfc56aa7f23dab27077b2eef4f5e2d27e8af8f09d5388ba724ab97bc175330
