security-review

Identify high-confidence security vulnerabilities in code and generate remediation reports.

63|2|Updated Mar 23, 2026
One-click install
npx skills add https://github.com/stolinski/s-stack --skill security-review-stolinski
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: security-review
Source: https://github.com/stolinski/s-stack/tree/main/skills/security-review
Command: npx skills add https://github.com/stolinski/s-stack --skill security-review-stolinski

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Identify security vulnerabilities in code and report only HIGH CONFIDENCE findings with actionable remediation guidance.

Core Features & Use Cases

  • Systematic security review guided by OWASP Cheat Sheets and embedded references.
  • Detect vulnerabilities across input validation, authentication, authorization, cryptography, and configuration.
  • Use Case: Review a codebase or PR to generate a formal vulnerability report.

Quick Start

Review the provided codebase for security issues and return HIGH-confidence findings with actionable remediation.

Frequently Asked Questions about security-review

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

FAQPage Schema
How do I perform a security code review for high-confidence vulnerabilities?▼

A security code review identifies exploitable vulnerabilities by researching the codebase before reporting, focusing on high-confidence findings like injection, XSS, and authentication issues. It outputs a structured, confidence-based vulnerability report with actionable remediation guidance.

What types of vulnerabilities can a code security analysis detect?▼

Code security analysis detects high-confidence vulnerabilities including injection, cross-site scripting (XSS), authentication flaws, authorization bypasses, cryptography issues, and misconfigurations across multiple languages and frameworks.

Does this security review approach work across different programming languages?▼

Yes, this security review approach applies to code review tasks across all languages and frameworks, systematically detecting input validation, authentication, and cryptography issues using OWASP Cheat Sheets as a guide.

What is the best way to report code vulnerabilities with actionable remediation?▼

The best way to report code vulnerabilities is by generating a confidence-based vulnerability report that includes researched findings and specific remediation guidance, ensuring only high-confidence security issues are documented.

How do I use OWASP guidelines for code review and risk assessment?▼

Use OWASP Cheat Sheets and embedded references to guide a systematic security review, researching the codebase to assess risk and identify high-confidence vulnerabilities like injection and authorization failures.

Why does my security review report low-confidence false positives?▼

Security reviews often report low-confidence false positives when the codebase is not thoroughly researched before reporting. Enforcing research prior to reporting ensures only high-confidence vulnerabilities are identified, reducing noise.