Skill UI

Provides validated architectural patterns for integrating Claude API into production systems. Learn to implement synchronous API gateways, scalable asynchronous queue-based processing, and multi-model routing strategies. This guide helps developers design robust, high-volume, and fault-tolerant AI applications.

This comprehensive guide covers the full lifecycle of Apify Actors, enabling deployment from local environments to production platforms. Learn to trigger scraping tasks via APIs (e.g., Next.js routes), consume structured data, and handle results asynchronously using webhooks in frameworks like Express.js. Ideal for building robust, data-driven web services and automating data pipelines.

This guide addresses the performance degradation when automating Apple Notes, especially with large note collections (10,000+). It details architectural patterns, caching strategies, and scripting best practices (like batch processing and incremental sync) to prevent bottlenecks caused by excessive IPC calls, ensuring automation remains responsive at scale.

This guide provides comprehensive instructions for deploying AssemblyAI-powered transcription services to major cloud platforms like Vercel, Google Cloud Run, and Fly.io. It covers essential steps including secure secret management, setting up webhook endpoints for asynchronous notifications, and implementing streaming token endpoints for real-time client use in production environments.

This document details a production-grade, layered reference architecture for integrating external systems with Attio CRM using its REST API. It covers essential patterns like webhook-driven data synchronization, idempotent upsert handling, multi-tenant isolation, and robust error management. This guide ensures data freshness and scalability for complex, bi-directional CRM data flows.

A comprehensive toolkit for debugging complex Adobe API issues that resist standard troubleshooting. Covers advanced techniques such as IMS token introspection, Firefly async job failure analysis, mapping PDF Services error codes, and deep network-layer diagnostics (DNS, TLS). Essential for resolving difficult, production-level integration bugs.

This guide implements production-grade reliability patterns for integrating with external APIs, specifically Adobe services. It demonstrates how to use circuit breakers to prevent cascading failures, implement graceful degradation with cached fallbacks, and utilize dead letter queues (DLQ) for reliable asynchronous job handling. It ensures your application maintains high availability even when external services are unstable or rate-limited.

A comprehensive guide to production-ready patterns for integrating with Adobe services (Firefly, PDF, etc.). This includes robust authentication with token caching, typed API wrappers with advanced error classification, exponential backoff retry mechanisms, and job polling for asynchronous tasks. Essential for building reliable and maintainable Adobe API integrations in TypeScript or Python.

A comprehensive guide to using the Apify Client SDK. Learn the fundamental pattern of executing remote web scraping Actors (like content crawling or general scraping), managing asynchronous run states, and retrieving structured data from resulting datasets and key-value stores. Essential for integrating powerful web scraping capabilities into applications.

This skill provides robust strategies for managing AppFolio API rate limits. It implements token bucket throttling, exponential backoff, and comprehensive retry logic to ensure reliable execution of high-volume operations, such as bulk tenant imports, rent-roll syncs, and work-order batch updates. It prevents API quota exhaustion during peak usage times.

This skill manages the complex process of upgrading AppFolio API integrations. It automatically detects current and latest API versions, handling breaking changes such as renamed fields, altered pagination models, and deprecated endpoints. The tool provides schema migration transforms and implements a robust rollback strategy, ensuring stable data synchronization during major platform updates.

This skill provides robust mechanisms to handle real-time webhook events from the AppFolio property management platform. It processes critical lifecycle events such as tenant onboarding, lease signings, rent payments, and maintenance work order updates. By utilizing these webhooks, developers can securely and instantly sync AppFolio data with external systems (e.g., CRM, accounting, custom dashboards), avoiding inefficient API polling and ensuring data consistency.