Sumi Orchestrator

Sumi holds 43 skills and 37 commands. Most real requests need three to six skills in a particular order, and running them in the wrong order wastes work — you cannot critique a flow before you know who it is for, and you cannot set metrics before you know what good looks like.

This skill is the router. Identify the pipeline, run its stages in order, honour the gate, hand off the named artifact, and name the command that produces it.

Two bands: stages and depth

Not every skill is a stage. A stage is a decision that gates the next decision. A depth skill is a library you open once you already know what you are building — 500+ layout blocks, 1000+ microcopy templates, 200+ animation recipes, 500+ palettes. Loading a library before you have a decision to make just burns context.