vast-gpu SKILL.md skillA
vast-gpu from wanshuiyin/auto-claude-code-research-in-sleep is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add wanshuiyin/auto-claude-code-research-in-sleep/vast-gpu@git:20260713.e67ae16Pins git:20260713.e67ae16 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- wanshuiyin/auto-claude-code-research-in-sleep
- Path
skills/skills-codex/vast-gpu/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260713.e67ae16, committed Jul 13, 2026
- First version recorded
- Apr 27, 2026
- Size
- 15,737 bytes
- Repository stars
- 18,690
- License
- MIT
Rent, manage, and destroy GPU instances on vast.ai. Use when user says "rent gpu", "vast.ai", "rent a server", "cloud gpu", or needs on-demand GPU without owning hardware.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Vast.ai GPU Management
Manage vast.ai GPU instance: $ARGUMENTS
## Overview
Rent cheap, capable GPUs from vast.ai on demand. This skill **analyzes the training task** to determine GPU requirements, searches for the best-value offers, presents options with estimated total cost, and handles the full lifecycle: rent → setup → run → destroy.
Users do NOT specify GPU models or hardware. They describe the task — the skill figures out what to rent.
**Prerequisites:** The `vastai` CLI must be installed (requires **Python ≥ 3.10**) and authenticated:
```bash
pip install vastai
vastai set api-key YOUR_API_KEY
```
> If your system Python is < 3.10, create a virtual environment with Python ≥ 3.10 (e.g., `conda create`, `pyenv`, `uv venv`, etc.) and install `vastai` there.
SSH public key **must be uploaded at https://cloud.vast.ai/manage-keys/ BEFORE creating any instance**. Keys are baked into instances at creation time — if you add a key after renting, you must destroy and re-create the instance.
## State File
All active vast.ai instances are tracked in `vast-instances.json` at the project root:
```json
[
{
"instance_id": 33799165,
"offer_id": 25831376,
…Read the whole file at its exact version.
How to install
mdr add wanshuiyin/auto-claude-code-research-in-sleep/vast-gpu@sha256:38e0f7c622e85bc9The line at the top of this page pins the label git:20260713.e67ae16, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_cncg4x7qn5xbmqh6)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Apr 27, 2026 and Jul 13, 2026, about one every 19 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260713.e67ae16 latest | 2026-07-13 | e67ae16 | 15,737 B | A | view · diff |
| git:20260702.569dd51 | 2026-07-02 | 569dd51 | 15,253 B | A | view · diff |
| git:20260702.df77da1 | 2026-07-02 | df77da1 | 15,735 B | A | view · diff |
| git:20260529.e513263 | 2026-05-29 | e513263 | 14,879 B | A | view · diff |
| git:20260427.0aec5ea | 2026-04-27 | 0aec5ea | 14,886 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (15737 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
wanshuiyin/auto-claude-code-research-in-sleep · 18,690 stars · license MIT · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_cncg4x7qn5xbmqh6 GET https://markdownregistry.com/api/v1/resolve?ref=wanshuiyin/auto-claude-code-research-in-sleep/vast-gpu GET https://markdownregistry.com/api/v1/blob/38e0f7c622e85bc96978ffb945c3f07a779f4f8e931cac917e51f8be8e8624d4
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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