Turn a brief problem statement plus optional repo context into a complete,
repo-quality skill scaffolded from the template. Use when asked to build,
create, or scaffold a new skill, or when someone describes a recurring task
they want handled as a reusable skill. Researches the repo, scopes to one
job, fills every template layer, scaffolds evals — then stops for review.
