huggingface-jobs SKILL.md skillA
huggingface-jobs from metaspartan/cybara is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add metaspartan/cybara/huggingface-jobs@git:20260730.e75ee1aPins git:20260730.e75ee1a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- metaspartan/cybara
- Path
plugins/huggingface-workflows/skills/huggingface-jobs/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260730.e75ee1a, committed Jul 30, 2026
- Size
- 1,879 bytes
- Repository stars
- 32
- License
- MIT
Plan, launch, inspect, monitor, and cancel authenticated Hugging Face Jobs for CPU, GPU, TPU, batch, inference, and data workloads.
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
# Hugging Face Jobs
Use `hf jobs` for remote workloads. Jobs consume paid compute and run outside the local workspace.
## Preflight
1. Run `hf version`, `hf jobs --help`, and `hf auth whoami`.
2. Verify the account or organization has access and sufficient credits.
3. Inspect available hardware with `hf jobs hardware`.
4. Define the command or UV script, dependencies, hardware flavor, namespace, timeout, persistence path, and expected cost boundary.
5. Present the exact launch plan and obtain confirmation before starting paid compute.
Never transmit a token in source, command arguments, or logs. Use the authenticated CLI session and pass sensitive values through the Jobs secrets mechanism.
## Execution
Prefer a self-contained UV script for Python workloads:
```bash
hf jobs uv run --detach --flavor gpu-t4-small --timeout 2h train.py
```
Use a container only when the workload requires a specific system image:
```bash
hf jobs run --detach --flavor cpu-basic --timeout 30m python:3.12 python -c "print('ready')"
```
Start with the cheapest representative smoke run. Do not scale to the full dataset or larger hardware until inputs, imports, persistence, and metrics are verified.
…Read the whole file at its exact version.
How to install
mdr add metaspartan/cybara/huggingface-jobs@sha256:06dbe721d57afb52The line at the top of this page pins the label git:20260730.e75ee1a, 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_s2uwgn2ups3vzusx)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 30, 2026.
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 (1879 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
metaspartan/cybara · 32 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_s2uwgn2ups3vzusx GET https://markdownregistry.com/api/v1/resolve?ref=metaspartan/cybara/huggingface-jobs GET https://markdownregistry.com/api/v1/blob/06dbe721d57afb52debe4cca9be8147bb6aed5df6d813278194ce0cf0cd8a779
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.