Cloud Architect

Plan scalable NestJS and React architectures for distributed systems.

Updated Dec 5, 2025
One-click install
npx skills add https://github.com/404-Profit-Not-Found/neural-ticker-core --skill cloud-architect-404-profit-not-found
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Cloud Architect
Source: https://github.com/404-Profit-Not-Found/neural-ticker-core/tree/main/.agent/skills/architect
Command: npx skills add https://github.com/404-Profit-Not-Found/neural-ticker-core --skill cloud-architect-404-profit-not-found

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps engineers design scalable, modular NestJS (backend) and React (frontend) architectures, ensuring clean boundaries and repeatable patterns.

Core Features & Use Cases

  • Structured Architecture Planning: defines module boundaries, DI patterns, DTO validation, and React component composition guidelines.
  • Guided Refactoring: identifies coupling, circular dependencies, and suggests modular isolation strategies.
  • Implementation Roadmap: outputs a concrete plan listing files to modify, new modules, and required hooks.

Quick Start

Outline a new NestJS backend and React frontend architecture for a project named Cloud Architect. Provide a module map, DI strategy, and DTO patterns, then draft an implementation plan with file lists.

Frequently Asked Questions about Cloud Architect

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

FAQPage Schema
How do I plan a scalable NestJS and React architecture for distributed systems?

Planning a scalable NestJS and React architecture involves defining module boundaries, applying Dependency Injection, and enforcing DTO validation across frontend and backend. The output is a concrete implementation roadmap listing files to modify, new modules, and hooks to implement.

What is the best way to structure modules in a NestJS backend to avoid circular dependencies?

The best way to resolve circular dependencies in a NestJS backend is to identify coupling and apply modular isolation strategies. This architectural approach enforces clear module boundaries, ensuring clean separation and repeatable patterns across your distributed system.

When do I need DTO validation in my NestJS and React application architecture?

You need DTO validation in your NestJS and React architecture when building cloud-native projects that require strict data boundary enforcement. It ensures data integrity across distributed systems by validating data transfer objects before processing frontend and backend interactions.

Can I use this architectural planning approach to refactor an existing React and NestJS codebase?

Yes, this approach supports guided refactoring for existing NestJS and React codebases by identifying coupling and circular dependencies. It suggests modular isolation strategies and outputs an implementation plan listing files to modify and new modules to create.

Does Dependency Injection in NestJS help with frontend-backend modular design?

Dependency Injection in NestJS helps enforce architectural constraints and modular design by defining clear module boundaries. When applied alongside React composition patterns, it ensures repeatable structures across frontend and backend components in distributed systems.

What are the limitations of planning React composition patterns across distributed systems?

A limitation of planning React composition patterns across distributed systems is the need to strictly enforce architectural constraints to prevent coupling. Without clear module boundaries and DTO validation, maintaining clean separation between frontend and backend components becomes difficult.