Takes you from SPARC spec to working code by running phases 2 and 3 together. First it pulls your specification from memory, designs language-agnostic pseudocode with complexity annotations, then establishes module boundaries following DDD patterns with explicit API contracts and directory structure. The architecture piece is opinionated about dependency direction and separating types from services from data access. Once design is done, it can immediately implement the actual code and tests if you confirm. Stores everything in namespaced memory so later phases can retrieve decisions. Honestly most useful if you're already bought into the full SPARC methodology, otherwise it's a lot of ceremony for what could be straightforward coding.
npx skills add https://github.com/ruvnet/ruflo --skill sparc-implement