BUILDER PATTERNS

Production-grade prompt patterns that help AI builders ship real software. Structured like a senior engineer would think, so vibe-coded prototypes become clean and production-ready.

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  • Improve Existing Codebase
    Refactor the project to be readable, simple and idiomatic.
    MaintenanceRefactoringCode qualitySimplicityPlan mode recommended
  • Create New Production-Ready Web Application
    Scaffold a full-stack web application using a modern, host-anywhere architecture.
    ScaffoldingDeveloper toolingWeb appsScaffolding