Does this skill optimize search queries?

Yes, it provides strategies like search result caching and batch search throttling to minimize unnecessary API calls to the Vast.ai endpoint.

What causes Vast.ai API 429 errors?

These occur when automated scripts perform rapid provisioning, polling, or heavy search operations that exceed the REST API's request thresholds.

How does this skill handle rate limits?

It implements a specialized HTTP client that detects 429 status codes and applies exponential backoff based on the 'Retry-After' header or internal timers.

Can I use this for multi-instance provisioning?

Yes, the skill includes patterns for safe multi-instance setup with inter-request delays to ensure your cluster deploys without interruption.

Vast.ai API Rate Limit Manager

Name: Vast.ai API Rate Limit Manager
Author: jeremylongshore

byjeremylongshore

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1,689

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云基础设施

Manages Vast.ai API requests with robust retry logic and exponential backoff to ensure reliable GPU provisioning and monitoring.

This skill provides specialized patterns and implementations for handling Vast.ai REST API rate limits (HTTP 429). It enables Claude to implement a rate-limited HTTP client, adaptive polling strategies for instance status updates, and throttled batch searches. By automating backoff logic and request optimization, it ensures that automated scripts for GPU instance management run smoothly without triggering service interruptions or exhausting API quotas during high-scale operations.

主要功能

01Pre-configured retry logic for idempotent operations

02Implementation of exponential backoff for HTTP 429 responses

03Throttled batch searching for multi-GPU configurations

04Adaptive polling for instance status monitoring

05Request optimization strategies to reduce API overhead

061,689 GitHub stars

使用场景

01Automated provisioning of large GPU clusters without hitting API limits

02Scaling search operations across multiple GPU types and regions efficiently

03Continuous monitoring of GPU instance health and status updates

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jeremylongshore/claude-code-plugins-plus-skills vastai-rate-limits

For use in Claude.ai and ChatGPT

Download Skill