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qa

Automate architectural reviews of code, PRs, and designs using SOLID, DRY, YAGNI, and security heuristics.

27|3|Updated Mar 5, 2026
Search Tags:#security#qa#modularity#threat-modeling#code-review#architecture-review#solid-principles
One-click install
npx skills add https://github.com/forecast-bio/ferray --skill qa-forecast-bio
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: qa
Source: https://github.com/forecast-bio/ferray/tree/main/.claude/skills/qa
Command: npx skills add https://github.com/forecast-bio/ferray --skill qa-forecast-bio

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automated, rigorous QA architecture reviews that enforce SOLID, DRY, YAGNI, and security standards across code, PRs, and designs.

Core Features & Use Cases

  • Framework-driven evaluation that enforces modularity, decoupling, and single-responsibility across architectures.
  • Rule-based checks for complexity, security, and maintainability with a structured severity matrix.
  • Use Case: Analysts submit a PR and request a comprehensive architectural critique to surface design risks early.

Quick Start

Submit a PR diff or architectural plan and request a formal QA review.

Frequently Asked Questions about qa

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

FAQPage Schema
How do I automate rigorous code reviews for pull requests?▼

Automate rigorous code reviews by submitting pull request diffs or design proposals to receive a formal QA critique. This process enforces SOLID, DRY, YAGNI, and security heuristics across any tech stack to surface design risks early.

What is threat modeling in architectural code review?▼

Threat modeling in architectural code review evaluates security heuristics and strict criteria for modularity via the ADIHQ framework. It outputs a structured severity, dimension, location, violation, and refactor matrix to identify and address vulnerabilities.

Does this QA review process work with any programming language?▼

Yes, this QA review process is language-agnostic and applies to architectural roadmaps across any tech stack. It evaluates designs and pull requests based on universal principles like SOLID, DRY, and YAGNI without language dependencies.

How do I enforce SOLID and DRY principles in a design proposal?▼

Enforce SOLID and DRY principles in a design proposal by submitting it for a framework-driven evaluation. The review checks for complexity, modularity, decoupling, and single-responsibility, generating a rule-based severity matrix for maintainability.

What's the best way to surface modularity and decoupling risks in an architectural roadmap?▼

The best way to surface modularity and decoupling risks is through an automated architectural review. It applies framework-driven evaluation to enforce single-responsibility and outputs a structured severity and refactor matrix highlighting violations.

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