Why use these patterns instead of direct API calls?

These patterns prevent common issues like memory leaks from multiple client instances, uncaught exceptions, and application crashes due to unstable network conditions.

How does this skill handle Instantly API rate limits or failures?

It implements a robust retry logic pattern with exponential backoff and safe wrappers to handle transient failures and rate limits gracefully.

Does it provide data validation for API responses?

Yes, the skill includes patterns for using Zod to validate API responses at runtime, ensuring your application logic always receives expected data shapes.

What languages does the Instantly SDK Patterns skill support?

The skill provides optimized, production-ready implementation patterns for both TypeScript and Python environments.

Can I use this for multi-tenant applications?

Yes, it specifically includes a Factory pattern implementation designed to manage multiple API clients for multi-tenant SaaS applications.

Instantly SDK Patterns

Name: Instantly SDK Patterns
Author: jeremylongshore

byjeremylongshore

•

1,063

Marketing Automation

Implements production-ready SDK patterns and best practices for Instantly.ai integrations in TypeScript and Python.

About

The Instantly SDK Patterns skill provides a standardized architectural framework for building robust integrations with the Instantly.ai platform. It moves beyond basic API calls by offering advanced implementation strategies such as singleton and factory patterns for client management, automated retry logic with exponential backoff, and comprehensive error handling. By utilizing these patterns, developers can ensure their email outreach tools and sales automation workflows are scalable, type-safe, and resilient to transient network failures.

Key Features

Singleton and Factory patterns for efficient client management
Type-safe response validation using Zod schemas
Structured error handling and logging wrappers
Automated retry logic with configurable exponential backoff
Idiomatic implementations for both TypeScript and Python
1,063 GitHub stars

Use Cases

Building high-volume cold email outreach platforms
Refactoring basic API scripts into production-grade SDK architectures
Developing multi-tenant SaaS integrations with the Instantly API

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jeremylongshore/claude-code-plugins-plus-skills instantly-sdk-patterns

For use in Claude.ai and ChatGPT

Download Skill

GitHub