# 536 Vastai Rate Limits 5633a787

> vastai-rate-limits

- Skill: `tools-only/536-vastai-rate-limits-5633a787` (Agent Skill, multi-file: 3 files)
- Install (CLI): `npx skillmds@latest add tools-only/536-vastai-rate-limits-5633a787`
- Raw SKILL.md: https://api.skillmd.com/api/skills/tools-only/536-vastai-rate-limits-5633a787/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Productivity
- Author: tools-only (https://skillmd.com/u/tools-only)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/tools-only/536-vastai-rate-limits-5633a787

---

# vastai-rate-limits

> Understand and work within Vast.ai API rate limits with proper backoff and retry logic for reliable automation

## Directory Structure

```
vastai-rate-limits/
├── SKILL.md
└── examples/
    └── resilient_api_client.py
```

## File Descriptions

| File | Type | Purpose |
|------|------|---------|
| SKILL.md | Markdown | Rate limit documentation and strategies for building compliant integrations |
| examples/resilient_api_client.py | Python | API client wrapper with exponential backoff, jitter, and rate limit handling |

## Summary

**Category:** Operations
**Target Audience:** High-volume API users, automated pipeline operators, platform integrators
**Trigger Phrases:** "vast rate limit", "vast api throttle", "vast retry logic", "vast backoff", "vast api 429"

**Version:** 1.0.0
**License:** MIT
**Author:** Jeremy Longshore <jeremy@intentsolutions.io>