engineering-workflow-guide

Route engineering, AI/ML, cognitive, or productivity tasks to the narrowest effective specialist skill. Use when a task spans planning, implementation, debugging, review, architecture, research, setup, AI modeling, data remediation, or autonomous goals, when the user asks what to do next, or when unsure which workflow fits — even if they don't explicitly name a skill. Do NOT use when the specific specialist skill is already obvious and unambiguous.