orchestrate
Decompose a multi-step intent into sub-tasks, classify each by modality, route each sub-task to the right modality skill, gate every handoff on a published artifact, and track the whole pipeline via GitHub issues. Use when a goal spans more than one modality (not just implementation, not just investigation, not just research) or when sub-tasks have dependencies that need sequencing. Do NOT use for single-modality work — invoke the modality directly. This skill is the VP of Engineering.