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skill-adversarial-security

Audit codebases and LLM integrations for security vulnerabilities using OWASP standards.

4|Updated Dec 17, 2025
Search Tags:#security#vulnerability#owasp#auditing#adversarial#llm security
One-click install
npx skills add https://github.com/MatrixFounder/Agentic-development --skill skill-adversarial-security
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-adversarial-security
Source: https://github.com/MatrixFounder/Agentic-development/tree/main/.agent/skills/skill-adversarial-security
Command: npx skills add https://github.com/MatrixFounder/Agentic-development --skill skill-adversarial-security

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires security-audit, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill identifies security vulnerabilities in code and LLM integrations by adopting a paranoid, adversarial security auditor persona, ensuring that potential exploits are discovered before they can be leveraged.

Core Features & Use Cases

  • OWASP Security Critique: Performs manual and automated security reviews based on OWASP Top 10 and other relevant checklists.
  • LLM Security Assessment: Specifically checks for vulnerabilities like prompt injection, jailbreaking, and data exfiltration in AI-driven applications.
  • Persona-Driven Analysis: Employs a sarcastic and provocative tone to challenge assumptions and uncover overlooked risks.
  • Use Case: Before deploying a new web application, use this Skill to simulate an aggressive attacker, uncovering critical vulnerabilities in authentication, input validation, and LLM interactions.

Quick Start

Run the security audit script against the current project directory.

Frequently Asked Questions about skill-adversarial-security

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

FAQPage Schema
How do I run an adversarial security audit on my codebase?▼

Run an adversarial security audit by executing automated scanning scripts against your project directory, followed by manual checklist reviews based on OWASP standards to identify critical vulnerabilities.

What is an LLM security assessment for prompt injection and data exfiltration?▼

An LLM security assessment evaluates AI-driven applications to uncover vulnerabilities like prompt injection, jailbreaking, and data exfiltration using an adversarial auditing approach.

Does this OWASP security critique cover smart contract vulnerabilities?▼

Yes, OWASP security critiques identify vulnerabilities across web/API interfaces and smart contracts, extending manual and automated checklist reviews to blockchain-specific attack vectors.

Can I use automated scanning scripts to find vulnerabilities before deployment?▼

Yes, you can use automated scanning scripts to simulate an aggressive attacker, uncovering critical flaws in authentication, input validation, and LLM interactions before deployment.

How does persona-driven analysis uncover overlooked security risks?▼

Persona-driven analysis adopts a sarcastic and provocative tone to challenge assumptions, actively probing overlooked security risks in code and LLM integrations.

Do I need the security-audit dependency to perform manual checklist reviews?▼

Yes, the security-audit dependency provides the foundational automated scanning scripts and manual checklist reviews required to execute OWASP-based vulnerability identification.

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