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sec-context-depth

Identify security vulnerabilities in AI-generated code using 27 sec-context anti-patterns.

145|21|Updated Jan 2, 2026
Search Tags:#automation#security#vulnerability#ai#anti-pattern#code-review
One-click install
npx skills add https://github.com/alfredolopez80/multi-agent-ralph-loop --skill sec-context-depth
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: sec-context-depth
Source: https://github.com/alfredolopez80/multi-agent-ralph-loop/tree/main/.claude/skills/sec-context-depth
Command: npx skills add https://github.com/alfredolopez80/multi-agent-ralph-loop --skill sec-context-depth

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Comprehensive security review of AI-generated code using 27 sec-context anti-patterns to detect vulnerabilities before deployment.

Core Features & Use Cases

  • 27 security anti-pattern checks across the sec-context framework to identify common weaknesses in AI-generated code
  • Hook-driven automation: sec-context-validate.sh runs on every Edit/Write to enforce consistent security checks
  • Practical use cases: during code reviews, PRs, and CI pipelines to ensure secure AI-assisted code

Quick Start

Run a sec-context-depth security pass on the target codebase to surface anti-patterns and recommended fixes.

Frequently Asked Questions about sec-context-depth

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

FAQPage Schema
How do I detect security vulnerabilities in AI-generated code?▼

This Skill identifies security vulnerabilities in AI-generated code by applying the 27 sec-context anti-pattern framework to detect common weaknesses before deployment.

Can I automate security checks for AI code during pull requests and CI pipelines?▼

Yes, you can automate security checks for AI code during pull requests and CI pipelines by applying the sec-context anti-pattern framework to enforce consistent validation across AI-assisted codebases.

How does the sec-context-validate hook enforce security anti-patterns?▼

The sec-context-validate.sh hook enforces security anti-patterns by running automatically on every Edit and Write operation to ensure consistent security checks across AI-assisted codebases.

Does this security review tool support multiple programming languages?▼

Yes, the security review framework supports diverse languages across AI-assisted codebases to identify common security weaknesses using 27 anti-pattern checks.

What are the limitations of using anti-pattern checks for AI code security?▼

The anti-pattern checks focus on 27 specific security vulnerabilities from the sec-context framework, meaning they target known common weaknesses rather than detecting novel or zero-day security threats.

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