idea-to-architecture

To generate system architecture from a product idea, this skill extracts functional requirements, builds a non-functional requirements profile, and outputs a complete multi-layer system design. It transforms your initial concept into justified frontend, backend, AI, agents, infra, and security architecture.

Justifying technology selection for system design is achieved by generating a decision log tied directly to your non-functional requirements. The skill evaluates each architectural choice across six layers, ensuring your technology selection is fully justified by extracted functional and non-functional needs.

You can estimate an infrastructure cost ballpark for different scale tiers using this skill. After generating your multi-layer architecture, it automatically outputs a cost ballpark estimate to help you evaluate project feasibility across various operational scales.

You need Python, YAML, Markdown, and Excalidraw installed to properly generate architecture outputs. The skill requires these dependencies and its configured reference files to process your idea and render the complete multi-layer system architecture.

Non-functional requirements analysis for AI agent architecture works by extracting a profile from your initial idea and applying it to specific layers. The skill generates justified AI and agent architecture decisions alongside frontend, backend, infra, and security layers based on this NFR profile.