adversary

Reviews code for security vulnerabilities and suggests fixes via adversarial testing.

Updated Feb 16, 2026
One-click install
npx skills add https://github.com/kingkillery/pk-qmd --skill adversary-kingkillery
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: adversary
Source: https://github.com/kingkillery/pk-qmd/tree/main/.agents/skills/adversary
Command: npx skills add https://github.com/kingkillery/pk-qmd --skill adversary-kingkillery

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The adversary skill addresses the problem of identifying vulnerabilities and weaknesses in code and implementation by providing adversarial reviews and test cases.

Core Features & Use Cases

  • Adversarial Reviews: Analyzes proposed code for potential weaknesses by providing adversarial test cases.
  • Security Testing: Identifies security vulnerabilities like input validation, authorization, error handling, and concurrency issues.
  • Fix Suggestions: Offers recommendations for fixing identified vulnerabilities.

Quick Start

Review and test the security of the 'app/api.py' implementation to identify potential flaws.

Frequently Asked Questions about adversary

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I review code for potential security vulnerabilities?

To review code for security vulnerabilities, you can use adversarial testing to analyze implementations and generate test cases that expose weaknesses like input validation, authorization, and concurrency issues. It provides actionable findings and fix recommendations.

What is adversarial testing for software testing?

Adversarial testing in software testing is a mechanism that analyzes proposed code by actively trying to break it through generated test cases. It identifies security vulnerabilities and implementation weaknesses to ensure code robustness.

Can I identify authorization and concurrency issues without external dependencies?

Yes, you can identify authorization and concurrency issues without external dependencies by running local adversarial code reviews. This approach operates directly on your implementation to provide actionable security findings.

What's the best way to find input validation flaws in my API implementation?

The best way to find input validation flaws is to perform an adversarial review on your API implementation. This process generates targeted test cases to expose vulnerabilities and suggests remedial measures for the identified errors.

How do I generate test cases to break a proposed code implementation?

You generate test cases to break a proposed implementation by applying adversarial reviews to the code. This identifies security vulnerabilities, such as error handling and authorization issues, and offers specific fix suggestions.

Do I need external libraries to run vulnerability analysis on my local code?

No, you do not need external libraries to run vulnerability analysis on your local code. The adversarial review process operates locally without external dependencies and delivers direct, actionable findings.