This skill should be used when creating or modifying backend API endpoints, service layer classes, or integrating external APIs (Reddit, OpenAI) in the ClaudeCode Sentiment Monitor project. Specifically trigger this skill for tasks involving Next.js App Router API routes, singleton services, authentication, validation, or business logic implementation.