This skill should be used when the user asks to "run a demo", "show me how SDD works", "generate a demo project", "create a sample project", "demonstrate the pipeline", or "try SDD with example data". It generates a complete demo project with realistic features, specs, tests, tasks, and opens the dashboard for exploration. Use this skill whenever the user mentions demo, demonstration, sample project, or try SDD.