golden-eval SKILL.md skillA
golden-eval from nebius/nebius-physical-ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nebius/nebius-physical-ai/golden-eval@git:20261001.0555584Pins git:20261001.0555584 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nebius/nebius-physical-ai
- Path
skills/tools/golden-eval/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261001.0555584, committed Oct 1, 2026
- First version recorded
- Aug 17, 2026
- Size
- 5,717 bytes
- Repository stars
- 106
- License
- Apache-2.0
Use to prove a workbench container image actually works — the per-container hello-world manifest, dry-run/local/serverless execution tiers, batch runs across every image, and the offline manifest validation that gates CI.
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
# Golden eval (does this container actually work?) A golden eval is the minimal tested rerun that proves one container image is functional. It answers a narrow, valuable question — *does this image run its own smoke on a real GPU?* — without standing up a cluster or a workflow. Reach for it after building or republishing an image, and when triaging whether a failure is the image or the pipeline around it. The manifest is `npa/src/npa/smoke/golden_evals.yaml` (format `npa_golden_evals_v1`); every container in `CONTAINER_IMAGE_NAMES` must have an entry, enforced by `npa/tests/smoke/test_golden_eval_manifest.py`. ## Inspect before running ```bash npa workbench golden-eval list # every container, kind, gpu, status npa workbench golden-eval list --output json npa workbench golden-eval show <container> # full safety + Physical AI record ``` Read the `status` column before spending anything: - `ready` — runnable now. - `gpu-gated` — needs a real GPU; a local run without one proves nothing. - `blocked-on-upstream` — excluded from batch runs unless you pass `--include-blocked`. A failure here is expected and is not your regression. …
Read the whole file at its exact version.
How to install
mdr add nebius/nebius-physical-ai/golden-eval@sha256:b2d1a5c2899d773cThe line at the top of this page pins the label git:20261001.0555584, 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_bdg46lgybgz6cfpe)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Aug 17, 2026 and Oct 1, 2026, about one every 45 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261001.0555584 latest | 2026-10-01 | 0555584 | 5,717 B | A | view · diff |
| git:20260817.be3cf06 | 2026-08-17 | be3cf06 | 5,524 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 (5717 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
nebius/nebius-physical-ai · 106 stars · license Apache-2.0 · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_bdg46lgybgz6cfpe GET https://markdownregistry.com/api/v1/resolve?ref=nebius/nebius-physical-ai/golden-eval GET https://markdownregistry.com/api/v1/blob/b2d1a5c2899d773c30c27c2d3084bf649b8460adc4f7b29e6329c88c88c376d2
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.