security-audit

Audit codebases for adversarial security vulnerabilities across code, config, and deployment boundaries.

16|3|Updated May 5, 2026
One-click install
npx skills add https://github.com/Kevin-Liu-01/Agent-Machines --skill security-audit-kevin-liu-01
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: security-audit
Source: https://github.com/Kevin-Liu-01/Agent-Machines/tree/main/knowledge/skills/security-audit
Command: npx skills add https://github.com/Kevin-Liu-01/Agent-Machines --skill security-audit-kevin-liu-01

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Adversarial code review against a real attacker model to surface real bugs before deployment. It guides teams to find meaningful weaknesses rather than checklists, and emphasizes actionable repro steps and mitigations.

Core Features & Use Cases

  • Adversarial threat modeling against realistic attacker capabilities.
  • Systematic bug hunting across authentication, authorization, data handling, and API boundaries.
  • Reproducible findings with concrete exploit paths and mitigation steps.
  • Use Case: Pre-deployment review of a payments flow to surface timing and data-exposure risks.

Quick Start

Provide an adversarial security review outline for a new service and return a prioritized list of findings with repro steps.

Frequently Asked Questions about security-audit

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

FAQPage Schema
What is an adversarial security audit and how does it differ from a standard code review?

An adversarial security audit evaluates code against realistic attacker capabilities to surface meaningful exploit paths, whereas standard code review focuses on general quality checklists rather than threat modeling and vulnerability reproduction.

How do I audit authentication flows and payment systems for security vulnerabilities?

You audit authentication flows and payments by applying systematic bug hunting across data handling and API boundaries to identify timing risks and data-exposure vulnerabilities with concrete exploit paths and mitigation steps.

Can I use threat modeling to find reproducible security bugs before deployment?

Yes, threat modeling against attacker models finds reproducible security bugs pre-deployment by mapping out exploit paths across code, config, and deployment boundaries, generating prioritized remediation recommendations.

Does this security audit approach work for web services and API boundaries?

Yes, this security audit approach works for web services and API boundaries by systematically hunting for authorization, authentication, and secret handling weaknesses to produce actionable findings across deployment configurations.

What's the best way to generate reproducible findings for codebase vulnerability remediation?

The best way to generate reproducible findings is structuring vulnerability reports with concrete exploit paths and prioritized remediation recommendations, ensuring teams can validate timing and data-exposure risks before deployment.