Does this skill support both TypeScript and Python?

Yes, it provides idiomatic patterns and code examples for both TypeScript (including Zod validation) and Python (including context managers).

How does the retry logic work?

It uses a configurable exponential backoff strategy, automatically retrying transient failures up to a specified limit to improve system reliability and uptime.

What kind of error handling does this skill implement?

It provides a 'safe wrapper' pattern that catches exceptions, logs structured error data, and returns a consistent response object to prevent application crashes.

Can I use this for multi-tenant applications?

Absolutely. The skill includes a Factory Pattern specifically designed for managing multiple Vast.ai clients across different tenant API keys efficiently.

Vast.ai SDK Implementation Patterns

Name: Vast.ai SDK Implementation Patterns
Author: jeremylongshore

byjeremylongshore

•

1,243

Cloud Infrastructure

Implement production-ready TypeScript and Python patterns for robust Vast.ai SDK integrations and GPU orchestration.

About

This skill provides standardized, high-quality architectural patterns for the Vast.ai SDK, enabling developers to build reliable GPU-accelerated applications. It automates the implementation of critical production features like singleton clients, exponential backoff retry logic, structured error handling, and type-safe response validation using Zod. Whether you're refactoring existing code or starting a new multi-tenant integration, these patterns ensure your Vast.ai interaction layer is resilient, maintainable, and idiomatic across both TypeScript and Python environments.

Key Features

Multi-tenant factory patterns for complex scaling needs
Type-safe singleton client patterns for resource efficiency
Automated retry logic with configurable exponential backoff
Robust error handling wrappers with structured logging
1,243 GitHub stars
Python-specific async context managers for resource management

Use Cases

Refactoring legacy Vast.ai SDK code to meet modern production standards
Implementing multi-tenant cloud infrastructure management tools
Building a reliable GPU provisioning backend for AI training workloads

What are Skills?·How to Install

Install with 🐟 Skill.Fish

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

For use in Claude.ai and ChatGPT

Download Skill

GitHub