Individual skill
vastai-core-workflow-a
Analyze and execute a checkpointed Vast.ai training job from offer policy through artifact recovery and destruction. Use when a repeatable single-job GPU run needs budget and interruption controls. Trigger with: "run training on Vast.ai", "checkpoint a Vast.ai job", "recover Vast.ai training artifacts".
skills/.curated/vastai-core-workflow-a/SKILL.md
Source commit 0500b275e963c027f6b410e8c49c0446945c574e
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 12, 2026
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Repository context
- Repository stars (not skill ratings)
- 2,917
- Repository last updated
- Nov 12, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- 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
- training Declared skill tag
- checkpoints Declared skill tag
- instances Declared skill tag
- engineering Derived category
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SKILL.mdcore · 4,290 bytesSKILL.mdcore · 4,290 bytesreferences/official-docs.mddoc · 1,339 bytes
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# Checkpointed Vast.ai Training Run
## Overview
Treat a training run as a recoverable state machine, not an SSH session. Bind code and image identity, select an offer through policy, persist checkpoints outside the disposable root disk, export final evidence, and destroy.
## Prerequisites
- Immutable image and code revision with deterministic training command
- GPU, VRAM, disk, reliability, geography, and price policy
- Checkpoint destination, resume test, runtime deadline, and cleanup owner
## Instructions
