Individual skill
vastai-local-dev-loop
Build a fast local development loop that promotes a CPU-tested change to one disposable Vast.ai GPU canary and always tears it down. Use when iterating on images, startup scripts, or training code. Trigger with: "test locally then on Vast.ai", "build a GPU canary loop", "shorten Vast.ai iteration".
plugins/saas-packs/vastai-pack/skills/vastai-local-dev-loop/SKILL.md
Source commit 0500b275e963c027f6b410e8c49c0446945c574e
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- ai Repository topic
- automation Repository topic
- claude-code Repository topic
- devops Repository topic
- mcp Repository topic
- ai-agents Repository topic
- anthropic Repository topic
- claude-code-plugins Repository topic
- developer-tools Repository topic
- llm Repository topic
- saas Declared skill tag
- vastai Declared skill tag
- development Declared skill tag
- canary Declared skill tag
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# Vast.ai Local-to-GPU Canary Loop
## Overview
Keep slow marketplace operations out of the inner loop. Validate code and the container locally, publish an immutable image, then use a single policy-constrained GPU rental only for the behavior that cannot be proven without CUDA.
## Prerequisites
- Local unit and CPU-mode test commands with expected outputs
- Immutable image registry and a reproducible startup contract
- Canary GPU, price, reliability, timeout, and cleanup policy
## Instructions
