sparq-architecture

To maintain consistent backend architecture and Supabase patterns, you need a centralized reference that codifies data models, access controls, and integration points. This Skill provides a single source of truth for engineering tasks, ensuring alignment across features, components, and APIs.

Standardizing security and scalability requires specifying architectural requirements and safety rules upfront. This Skill maps memory layers, guardian policies, and CI/CD considerations to implementation tasks, ensuring product teams follow consistent coding standards.

Onboarding engineers quickly requires a unified architecture reference covering frontend, backend, and deployment considerations. This Skill serves as a centralized spec reference, helping new team members understand Supabase patterns and integration points before writing code.

Yes, you can use this architecture reference to guide bug fixes and query optimizations in Supabase. It defines core spec references that apply to engineering tasks from frontend UI to backend data models, ensuring consistency across the ecosystem.

Yes, this architecture spec covers CI/CD considerations and deployment integration points. It specifies architectural requirements, data models, access controls, and integration points that code and product teams must follow during deployment.