KwaminaWhyte

React Router v7, React Query, and shadcn/ui patterns used in the Rivetr dashboard. Use when writing new frontend components, routes, or API integrations.

Generate a Product Requirements Document (PRD) for a new feature. Use when planning a feature, starting a new project, or creating a PRD.

Convert PRDs to prd.json format for the Ralph autonomous agent system.

Test Rivetr REST API endpoints. Use when testing API functionality, debugging webhook issues, or verifying deployments.

SQLite database patterns and SQLx usage in Rivetr. Use when writing database queries, debugging schema issues, or understanding data models.

Debug and understand the Rivetr deployment pipeline. Use when troubleshooting deployment failures, understanding pipeline stages, or working on engine code.

Test Docker and Podman container operations for Rivetr. Use when debugging container builds, testing runtime detection, or troubleshooting deployment issues.

Implement database driver with connection handling, metadata queries, and result streaming. Use when creating or extending database drivers for PostgreSQL, MySQL, SQLite, MongoDB, or SQL Server.

Generate React component boilerplate with TypeScript, proper props typing, error handling, and TailwindCSS styling. Use when creating new UI components for the database client.

Generate Tauri command boilerplate with proper error handling, async support, and state management. Use when creating new Rust commands for frontend-backend communication.