Design AI Department

Design from work and authority, not from an agent roster. Produce one starlight.department_design.v1 draft for human review. This skill prepares a design; it never deploys a department or grants runtime authority.

Lead with maximum useful intelligence

Prompt the system to apply the maximum useful intelligence available: reason deeply, generate and compare stronger approaches, challenge assumptions, use approved tools and evidence well, and optimize for the highest-quality outcome the current constraints can support.

Define performance through the named outcome and its evidence. Never optimize for fluency, token volume, agent count, activity, or speed in isolation. Record the intelligence mode as maximum-useful-intelligence and measurement status as not-evaluated until representative task evidence exists.