Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add nebius/nebius-physical-ai --skill fleetgit clone --depth 1 https://github.com/nebius/nebius-physical-aiWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/nebius/nebius-physical-ai/fleet)<a href="https://agentmods.dev/skills/nebius/nebius-physical-ai/fleet"><img src="https://agentmods.dev/badge/skills/nebius/nebius-physical-ai/fleet.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00078 | $0.08870 |
| Opus 5 | $0.00039 | $0.04435 |
| Sonnet 5 | $0.00016 | $0.01774 |
| Haiku 4.5 | $0.00008 | $0.00887 |
Grade C, and why
fleet scanned grade C with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Reaches for credential fileshighPrivilege escalation
SSH keys, cloud credentials, git-credentials, .npmrc, /etc/shadow: reading these is how a config file becomes a credential leak.
`ssh_public_key` or `~/.ssh/id_ed25519.pub` / `id_rsa.pub`. How it starts
The opening of the file, as written. The whole thing — 636 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Fleet (multi-cluster, multi-project Kubernetes)
When To Use
Use when a customer wants more than one Managed Kubernetes cluster stood up
across one or many projects in a single Nebius tenant — e.g. per-team or
per-tenant training clusters — and wants npa to drive it from one declarative
file. npa fleet wraps the public nebius/nebius-solutions-library
k8s-training recipe (the same recipe npa cluster up uses) once per cluster,
and can create the target projects on demand.
For a single cluster, prefer npa cluster up. For Slurm-on-Kubernetes, use
npa soperator.
Three-tier contract:
- CLI:
npa fleet plan|deploy|destroy|status|verify-storage|verify-graphics --spec <fleet.yaml>. - SDK:
npa.sdk.fleet.deploy(spec)/destroy/plan/statuswithFleetSpec/ProjectSpec/ClusterSpec/NodePoolSpec. - YAML / agent:
apiVersion: npa.fleet/v0.0.1spec; workflowtoolRef: infra.fleet.deploy(config keyfleet_spec).
Verify an existing shared filesystem
Run npa fleet verify-storage --spec <private-fleet.yaml> --output json to
qualify every CPU and GPU worker. The shared implementation is
npa.fleet.storage_verification.verify_storage, also exported as
npa.sdk.fleet.verify_storage. Use --only-projects, --only-clusters,
--project-prefix, and --profile to preserve Fleet selection and identity
semantics. Unknown selectors and missing or stale registered identity fail
closed; explicitly disabled filesystems are skipped.
The verifier proves the exact read-write virtiofs source/path, reboot-safe
nofail entry, capacity in binary GiB, unique host-file checksums, CSI health,
and one RWX PVC shared across pods pinned to every exact worker. Every pod
checks every worker's unique payload. It reads no pre-existing customer entries.
Cleanup removes only owned probe paths and temporary resources with identity
labels and UID preconditions, then proves absence on every node using
server-synchronized Linux statx attributes after owned writers stop. Cached
positive directory entries cannot substitute for fresh link-count evidence;
unsupported synchronization and persistent linked entries fail closed.
Partial evidence or cleanup failure cannot pass. Do not replace this with the vendored single-node shell
smoke or infer storage health from node readiness.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- today Changed · +244 lines 831c5a9daac1
- 4d ago Changed · +8 lines 202ea58712d1
- 8d ago First seen · 384 lines · 78 tokens per session scan C 3d2f6e3fc325
fleet is a skill published in the GitHub repository nebius/nebius-physical-ai (27 stars, last pushed today), licensed Apache-2.0. It adds 78 tokens to every session and 8,870 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it C with 1 finding (reaches for credential files). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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