Advanced AI Architecture Skill for System Design & Refactoring

Advanced AI Architecture Skill for System Design & Refactoring

The Advanced AI Architecture Skill is designed to assist developers in system design, database schema alterations, API contract changes, and cross-module refactoring. This skill executes comprehensive architectural analysis, ensuring scalability, statelessness, database performance, and separation of concerns, while facilitating workflow approval processes.

What this skill does

• Analyzes time and space complexity (Big-O) for scalability, focusing on loops, database queries, and caching strategies.
• Enforces stateless service layers to support horizontal scaling behind a load balancer without state corruption.
• Ensures database performance by mandating index utilization and eliminating N+1 query patterns.
• Implements strict separation of concerns, isolating routing controllers, business logic, and data access layers.
• Conducts impact analysis using code searches to identify all consumers of modified schemas, interfaces, or modules.
• Drafts proposed schema/API contracts for review and approval.
• Reviews proposed changes against constraints for backward compatibility and bounded context integrity.
• Prepares and presents an Architecture Decision Record (ADR) highlighting the Blast Radius for user approval.

Who it is for

This skill is suitable for developers, software architects, and teams using AI coding agents like Claude Code, Cursor, and Codex, particularly those involved in system design and large-scale refactoring tasks.

Use cases

• Designing scalable software architecture for new projects or major upgrades.
• Refactoring existing systems to enhance performance and maintainability.
• Modifying database schemas or API contracts while ensuring system stability and backward compatibility.

Technical details

This skill leverages agent-skills, AI application capabilities, and architecture tools. It is compatible with AI coding agents, including Claude Code, Cursor, and Codex, facilitating seamless integration into existing development workflows.

Source & Licence

This package is built on open-source work published by rafaelghif (rafaelghif/antigravity-agents) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.