Skill UI

This reference architecture provides a production-ready, layered structure for integrating external applications with Klaviyo. It outlines best practices for building robust marketing automation systems, including profile synchronization (bidirectional sync), event-driven webhook handlers, background job processing, and implementing middleware like rate limiters. Use this when designing new data pipelines, reviewing project structure, or establishing standardized data synchronization standards for email/SMS campaigns.

This document provides a comprehensive, production-grade reference architecture for integrating with the SalesLoft API. It details the best practices for building robust systems, including structured API clients with rate-limit handling, dedicated service layers for business logic (e.g., People Sync), reliable webhook processing, and background job scheduling. Use this guide when designing scalable, resilient, and maintainable integrations with external SaaS platforms.

This module provides essential abstractions for managing long-running background tasks within an API context. It includes `TaskDefinition` for defining the complete lifecycle and logic of a background job, and `TaskService` for triggering, initiating, and managing these tasks programmatically. It is crucial for implementing reliable, asynchronous workflows in web applications.

A powerful solution for handling background jobs and asynchronous tasks within Django applications using Celery. It facilitates task queuing, reliable worker management, scheduled execution (cron jobs), and robust error handling. Ideal for sending emails, processing heavy data loads, or managing complex, multi-step workflows without blocking the main thread.

This utility manages scheduled, persistent background workers using the `CronCreate` mechanism. Unlike simple in-session loops, scheduled cron jobs survive system restarts, making them ideal for Continuous Integration (CI), system monitoring, and scheduled maintenance tasks (e.g., security audits, performance optimization, data consolidation). Users can define various recurring schedules and understand the difference between persistent cron scheduling and active session looping.

A powerful solution for handling background jobs and asynchronous tasks within Django applications using Celery. It facilitates task queuing, reliable worker management, scheduled execution (cron jobs), and robust error handling. Ideal for sending emails, processing heavy data loads, or managing complex, multi-step workflows without blocking the main thread.

Automates the full pipeline from a task goal to an A-grade Seed and its execution. Runs bounded Socratic interviews, generates a Seed, reviews and repairs until quality is met, then executes and tracks the background job via MCP tools.

This skill covers essential framework patterns for modern Ruby on Rails applications (Rails 7.1+ and 8.x). It includes directory contracts, skinny controllers, service objects, form objects, query objects, background jobs, ViewComponent, Hotwire, and the Rails 8 Solid stack. Use this when building or reviewing Rails apps, controllers, models, services, jobs, or views to ensure maintainability and best practices.