framework-source-security-analyzer

Analyze web framework source code and docs for design-level security vulnerabilities.

18|5|Updated Feb 10, 2026
One-click install
npx skills add https://github.com/dmbs335/the-map --skill framework-source-security-analyzer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: framework-source-security-analyzer
Source: https://github.com/dmbs335/the-map/tree/main/skills/framework-source-security-analyzer
Command: npx skills add https://github.com/dmbs335/the-map --skill framework-source-security-analyzer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill directly analyzes the source code and documentation of frameworks and languages to identify meta-level security vulnerabilities stemming from design choices, rather than isolated bugs.

Core Features & Use Cases

  • Deep Source Code Analysis: Examines GitHub repositories and official documentation to understand framework architecture and security implications.
  • Meta-Pattern Extraction: Identifies recurring design patterns that lead to vulnerabilities (e.g., Mass Assignment, Prototype Pollution, Insecure Defaults).
  • Use Case: Analyze the Spring Framework's DataBinder to understand how its "convention over configuration" approach can lead to Mass Assignment vulnerabilities, and generate a report detailing mitigation strategies with code examples.

Quick Start

Analyze the Spring Framework's source code for security vulnerabilities.

Frequently Asked Questions about framework-source-security-analyzer

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

FAQPage Schema
How do I analyze framework source code for security vulnerabilities?

Source code analysis for meta-pattern vulnerabilities targets recurring design choices rather than isolated bugs. It examines framework architecture and official documentation to identify architectural flaws like Mass Assignment or Insecure Defaults in frameworks such as Spring, Django, and Rails.

How do I find Mass Assignment vulnerabilities in the Spring Framework?

To find Mass Assignment vulnerabilities in the Spring Framework, analyze the DataBinder component's convention over configuration approach. Extracting these meta-patterns from the source code reveals how default binding mechanisms can be exploited, enabling the generation of mitigation reports with code examples.

Does source code analysis work for identifying Insecure Defaults in Django and Rails?

Yes, source code analysis works for identifying Insecure Defaults in Django and Rails by directly querying GitHub sources and security advisories. It extracts meta-structural design patterns from these web frameworks and maps them to potential exploits.

What is meta-pattern analysis in secure coding?

Meta-pattern analysis in secure coding is the extraction of recurring design patterns from framework source code that lead to vulnerabilities. It identifies meta-level security flaws stemming from design choices, rather than isolated bugs, to map architectural patterns to potential exploits.

Can I use this for penetration testing JavaScript and C# web frameworks?

Yes, you can use this for penetration testing JavaScript and C# web frameworks. It analyzes the source code and developer guides of frameworks like Express and ASP.NET to identify meta-structural security vulnerabilities by querying GitHub sources and official documentation.

What is the best way to uncover Prototype Pollution risks in Express source code?

The best way to uncover Prototype Pollution risks in Express source code is through meta-pattern extraction. By analyzing architectural patterns and querying GitHub sources alongside security advisories, you can map these design choices directly to potential JavaScript exploits.