Creates distinctive, production-grade frontend interfaces. Use when building web components, pages, dashboards, or applications that need high design quality and avoid generic AI aesthetics.

Use when coordinating multi-agent teams. Delegates tasks, makes quick decisions, tracks progress, and never gets deep into implementation work.

Use for CLI tool development, command-line interfaces, terminal utilities, and shell scripting.

Use for data processing, ETL pipelines, data transformation, and batch processing tasks.