thumbrise

Master engineering skill. Activated for ANY task involving architecture, design, coding, refactoring, testing, domain modeling, data systems, production stability, legacy code, or general software improvement. Do NOT invoke manually — the skill automatically analyses the request and loads the correct engineering rulebooks.