Use this skill when designing, implementing, or improving AI agents, tool-calling workflows, orchestration loops, evaluation, memory, and guardrails.
Use this skill when solving multi-layer problems involving frontend, backend, database, security, and DevOps that require coordination and sequencing.
Use this skill when designing full system architecture, domain modeling, modules, workflows, and scalable system structure.
Use this skill when designing, building, debugging, and improving n8n workflows, webhook flows, and production automation.
Use this skill when designing or improving user interfaces, UX flows, dashboards, and usability of data-heavy systems.
Use this skill when designing, auditing, implementing, or improving backend systems, APIs, business logic, transactions, permissions, and audit logging.
Use this skill when designing or optimizing database schemas, queries, indexes, migrations, and performance for production systems.
Use this skill when implementing frontend systems, API integration, UI behavior, state management, and performance optimization.