vp-q01-security

Identify security vulnerabilities in codebases with context-aware severity adjustments.

1|Updated Jan 16, 2026
One-click install
npx skills add https://github.com/velesar/alpha-zero-review- --skill vp-q01-security
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: vp-q01-security
Source: https://github.com/velesar/alpha-zero-review-/tree/main/skills/vp-q01-security
Command: npx skills add https://github.com/velesar/alpha-zero-review- --skill vp-q01-security

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires vp-s02-layer-architecture, vp-s05-interface-surface, vp-s06-dependency-graph.

What problem does it solve?

Identify and prioritize security vulnerabilities in codebases by applying context-aware severity adjustments derived from a mental-model framework.

Core Features & Use Cases

  • Contextual vulnerability prioritization: adjusts severity based on bounded context, architecture layer, and hotspot status.
  • Multi-language support: applies security scanners appropriate for Python, TypeScript/JavaScript, and Rust projects.
  • Guided workflow: integrates constraint retrieval, scanner execution, and finding enrichment to produce actionable results.

Quick Start

Run the security analysis workflow by applying the mental-model constraints and executing the configured scanners to generate prioritized findings.

Frequently Asked Questions about vp-q01-security

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

FAQPage Schema
How do I identify security vulnerabilities in my codebase with context-aware prioritization?

Security vulnerability identification applies context-aware severity adjustments based on bounded context, architecture layer, and hotspot status to prioritize findings. This approach ensures critical risks are addressed first by evaluating scanner results against the mental-model framework.

Does security analysis work with Python, TypeScript, and Rust projects?

Security analysis supports Python, TypeScript/JavaScript, and Rust projects by applying language-appropriate scanners. It executes configured scanning workflows across multiple stacks to generate prioritized findings based on the mental-model constraints.

How do I adjust vulnerability severity based on architecture layers and API surfaces?

Vulnerability severity is adjusted by evaluating findings against layer architecture and interface surface dependencies. Contextual prioritization uses this mental-model framework to downgrade or escalate risks based on the specific bounded context and hotspot status.

Can I integrate threat modeling and secure development practices into automated code scanning?

Threat modeling and secure development integration is achieved by combining constraint retrieval, scanner execution, and finding enrichment. The guided workflow uses classification steps to enrich raw scanner data into actionable, prioritized security paths.

Do I need dependency graph and layer architecture data to perform risk assessment?

Dependency graph and layer architecture data are required dependencies to perform accurate risk assessment. They provide the structural context necessary to adjust vulnerability severity based on the application's actual architecture and interface exposure.