gpu-allocation-fallback SKILL.md skillA
gpu-allocation-fallback 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/gpu-allocation-fallback@git:20261008.aafd09cPins git:20261008.aafd09c 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/atomic/gpu-allocation-fallback/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261008.aafd09c, committed Oct 8, 2026
- First version recorded
- Aug 17, 2026
- Size
- 2,662 bytes
- Repository stars
- 106
- License
- Apache-2.0
Track typed GPU placement failures in the NPA agent and offer a consent-gated on-demand-to-preemptible fallback after repeated failures or deterministic preflight. Use when quota, capacity, Unschedulable GPU, or compatible-product placement blocks an allocation.
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
# GPU Allocation Fallback Send typed results to `POST /api/agent/gpu-allocation/attempt` with a stable `logical_allocation`, the requested compatibility/execution/disk invariants, typed failure evidence, and the identical compatible preemptible candidate. The grounded route uses zero model tokens. The optional `success` field must be a literal JSON boolean. Omitting it records the attempt as unsuccessful, the same as `"success": false`; only `"success": true` resets the tracked allocation as succeeded. Strings, numbers, `null`, arrays, and objects are rejected with HTTP 400 without changing fallback or confirmation-token state. Only quota/capacity exhaustion, insufficient GPU or Unschedulable, and no compatible product/affinity count. For a Nebius Compute failure, send the operation's `status.details[].code` as the failure code and the violation text as the message: `NotEnoughResources` counts as capacity exhaustion, and `QuotaFailure` counts only when the message names a `compute.instance.gpu.*` quota. Auth, RBAC, network, image-pull, checkpoint, application, runtime, cancellation, and timeout failures never count, even when a placement code is …
Read the whole file at its exact version.
How to install
mdr add nebius/nebius-physical-ai/gpu-allocation-fallback@sha256:4ba391f5e05287d5The line at the top of this page pins the label git:20261008.aafd09c, 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_5w2njij6f5kp3upx)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Aug 17, 2026 and Oct 8, 2026, about one every 26 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261008.aafd09c latest | 2026-10-08 | aafd09c | 2,662 B | A | view · diff |
| git:20260928.eb5d1db | 2026-09-28 | eb5d1db | 2,173 B | A | view · diff |
| git:20260817.6860d2d | 2026-08-17 | 6860d2d | 1,835 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 (2662 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_5w2njij6f5kp3upx GET https://markdownregistry.com/api/v1/resolve?ref=nebius/nebius-physical-ai/gpu-allocation-fallback GET https://markdownregistry.com/api/v1/blob/4ba391f5e05287d578934ccdf4afd8cd8c1f8f6d0b0af8f5f51d28327af5b348
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.