shadowclone-build-preferences

## Plan only costly changes Begin reversible local changes directly. Write a plan before choices that are expensive to reverse, cross subsystem boundaries, or need agreement from another person. ## Preserve the local structure Fit the change into the existing design and avoid rearranging nearby code. Refactor only when the requested behavior cannot be expressed safely in the current structure.