Can I measure the performance improvements?

Absolutely. The skill includes a performance monitoring wrapper that logs execution time, allowing you to track P50, P95, and P99 latency metrics for all your API operations.

Does this skill work with distributed systems?

Yes, it includes specific implementation patterns for Redis, allowing you to maintain a shared cache across multiple server instances or serverless functions.

What libraries are used for batching?

The skill utilizes the DataLoader library pattern, which is the industry standard for coalescing multiple individual requests into a single batch operation.

How does this skill help with Instantly API rate limits?

By implementing smart caching and request batching, the skill reduces the total number of redundant API calls, helping you stay within rate limits while increasing data throughput.

Instantly API Performance Tuning

Name: Instantly API Performance Tuning
Author: jeremylongshore

byjeremylongshore

•

983

Marketing Automation

Optimizes Instantly API response times and throughput using advanced caching, request batching, and connection pooling.

About

This skill provides specialized implementation patterns to resolve latency issues and improve the efficiency of Instantly API integrations. It equips developers with production-ready code for LRU and Redis caching, automated request batching using DataLoader to solve N+1 query problems, and optimized connection pooling configurations. By implementing these patterns, you can significantly reduce API latency, handle higher traffic volumes, and ensure more reliable data synchronization between your application and the Instantly platform.

Key Features

Automated Request Batching with DataLoader
Local and Distributed Caching (LRU & Redis)
Built-in Performance Monitoring Wrappers
Optimized Async Pagination Generators
983 GitHub stars
Keep-Alive Connection Pooling Configuration

Use Cases

Reducing dashboard load times for real-time Instantly lead data.
Implementing efficient background sync processes for large contact lists.
Handling high-volume campaign updates without hitting API rate limits.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jeremylongshore/claude-code-plugins-plus-skills instantly-performance-tuning

For use in Claude.ai and ChatGPT

Download Skill

GitHub