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A thin orchestration layer for embeddedskills, used to discover projects in the current workspace, select build/flash/debug/observe backends, connect .embeddedskills/state.json, and aggregate results from underlying skills. Triggered when the user explicitly enters one of the following commands: "One-click Build & Flash", "Auto Diagnose", "Chain build -> flash -> debug -> observe", or explicitly calls /workflow.