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Claude Skills by nebius
github.com/nebius108 skills3 installs238 views
- Access ApprovalPrepare, verify, and resume operator-owned Hugging Face or NVIDIA NGC access for exact NPA dependencies, including human-bound upstream approvals, while reusing one bounded run-scoped use declaration without duplicate NPA acceptance prompts.Votes: 0GitHub stars: 33
- Agent DevelopmentUse when building, enhancing, or testing the NPA chat agent backend — grounded-first routing, cost-aware Token Factory model selection, the embedded-backend mechanism, and cheap-token test tiers.Votes: 0GitHub stars: 33
- Agent Run Data CollectionUse when collecting NPA agent work for fine-tuning or evaluation so every goal-level episode emits a sanitized, outcome-linked trajectory to an append-only S3 dataset in an operator-specified Nebius tenant and bucket.Votes: 0GitHub stars: 33
- Agent Visual FeedbackUse when the NPA agent should describe or critique the current viewer (Rerun, video, image, or data) via the Describe this control or multimodal chat.Votes: 0GitHub stars: 33
- ArchitectureUse for Claude Code architectural review of the Nebius Physical AI platform, workbench layer, orchestrator choices, and partner model.Votes: 0GitHub stars: 33
- Audit Container DocsReconcile NPA container-image catalogs and related documentation whenever a workbench image or solution is added, removed, renamed, retagged, republished, reclassified, or materially changed. Use for docs/workbench/container-image-catalog.md drift, public-release inventory checks, and image or solution onboarding.Votes: 0GitHub stars: 33
- Build And Push ImageUse when building, tagging, validating, or publishing NPA workbench container images through immutable full-SHA public development tags and digest-identical supported GHCR releases.Votes: 0GitHub stars: 33
- ContributionsWrite or review NPA contributions, including workbench agent changes, using the repository's readability, documentation, and anti-pattern rules.Votes: 0GitHub stars: 33
- Cosmos3 Codebase NavUse when navigating the Cosmos3 integration in NPA or locating upstream Cosmos3 framework files, defaults, scripts, configs, recipes, and docs.Votes: 0GitHub stars: 33
- Cosmos3 Env TroubleshootUse when Cosmos3 setup, fetch, inference, CUDA, uv, Docker, Hugging Face, GitHub, NGC, or checkpoint staging fails in NPA or in an upstream Cosmos framework checkout.Votes: 0GitHub stars: 33
- Cosmos3 SetupUse when setting up Cosmos3 access through NPA, checking source or Hugging Face reachability, staging the public Cosmos3 framework and checkpoint cache, or deciding which NPA workflow to use before inference.Votes: 0GitHub stars: 33
- Debug Failed RunUse when a workflow run failed, hung, or produced no artifacts — an ordered triage from run id to root cause across status, stage logs, S3 evidence, pod-level reasons, and the resume-vs-cancel decision.Votes: 0GitHub stars: 33
- Find ArtifactsUse when searching selected or accessible S3 buckets through npa studio, or discovering and loading run artifacts in the npa agent without workflow/type/path allowlists.Votes: 0GitHub stars: 33
- Gpu Allocation FallbackTrack 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.Votes: 0GitHub stars: 33
- Gpu First GuidanceUse when recommending how to run a workbench workload, writing user-facing docs, or answering "what should I run first?" — lead with the Nebius GPU path and keep hosted-inference options framed as what they are, rather than as ways to avoid GPUs.Votes: 0GitHub stars: 33
- Gpu SelectionUse when choosing or reviewing GPU targets for NPA workbench tools, training, rendering, inference, or workflow YAML resources.Votes: 0GitHub stars: 33
- Guardrail FailuresUse when a guardrail test or CI gate in npa fails and you need to map the failure to its cause and fix rather than reverse-engineering the assertion.Votes: 0GitHub stars: 33
- Health PreflightUse before any deploy, image build, provisioning, or GPU submit to prove service credentials with `npa workbench health preflight`, request `--checks nebius` before provisioning, and verify gated-model access with `npa workbench health access`.Votes: 0GitHub stars: 33
- Npa Cli ConventionsUse when writing or modifying npa CLI commands or SDK functions — registration, option naming, path contract, output format, error handling, exit codes, the decorators that are easy to forget, and config/credential access.Votes: 0GitHub stars: 33
- Physical Ai ContextUse for Claude Code reviews that need robotics, simulation, GPU-routing, sim-to-real, or BDD100K pipeline domain context.Votes: 0GitHub stars: 33
- Pre Pr ValidationUse before pushing an npa change to pick which gates apply and run them locally in cheapest-first order — the map from each CI job to its exact local command.Votes: 0GitHub stars: 33
- Protect Nebius Infra DetailsUse when preparing commits, documentation, reports, examples, tests, pull-request bodies, issues, or live-validation handoffs involving Nebius, to prevent concrete live infrastructure details or credentials from reaching Git or public collaboration surfaces.Votes: 0GitHub stars: 33
- Real ComponentsUse when authoring or reviewing an NPA workbench pipeline/blueprint that advertises specific components (Cosmos Transfer, Cosmos Evaluator, Cosmos Curator, FiftyOne, VLM eval, etc.) — ensure every advertised stage invokes the REAL component, not an echo/manifest stub masquerading as real work.Votes: 0GitHub stars: 33
- Review ChecklistUse during Claude Code reviews to classify API, IAM, cleanup, exception, concurrency, config, temp-file, and version-pin risks.Votes: 0GitHub stars: 33
- Secure Image BuildUse whenever an NPA container image is built, tagged, pushed, copied, or promoted, including public full-SHA development builds, release publication, build scripts, and image-producing GitHub Actions workflows. Enforce mandatory safety gates and refuse insecure or restricted publication.Votes: 0GitHub stars: 33
- Solution LicensingUse when adding, onboarding, or repackaging any solution, tool, container image, model, weights, dataset, or runtime cache; classify each artifact separately, keep restricted weights out of images, design safe runtime caching, and record redistribution decisions where guards enforce them.Votes: 0GitHub stars: 33
- Submit WorkflowUse when submitting, validating, or debugging NPA SkyPilot workflow YAMLs and workflow runner paths.Votes: 0GitHub stars: 33
- Super Prompt PatternsUse when drafting, executing, or reviewing Codex super-prompts for this repository.Votes: 0GitHub stars: 33
- Teardown And CostUse to stop spend safely and audit orphaned resources — the mandatory cancel-before-destroy ordering, which npa commands touch cloud versus local state, and how to find leaked clusters, agent VMs, controllers, and buckets.Votes: 0GitHub stars: 33
- Testing ConventionsUse before running or interpreting NPA tests, lint checks, or validation reports.Votes: 0GitHub stars: 33
- Third Party Eula PreflightUse before provisioning, building, downloading, or submitting a workload whose image, software, model, or data requires third-party EULAs or gated terms; apply the scoped Isaac ACCEPT_EULA default and explicit opt-out correctly without conflating credentials, privacy, telemetry, or redistribution rights.Votes: 0GitHub stars: 33
- Toolref Argv ContractUse when adding or changing an npa.workflow toolRef argv template, or when changing a CLI option that a toolRef already passes — the contract that stops a stage from rendering cleanly and then crashing in the pod.Votes: 0GitHub stars: 33
- Vm Nebius AuthStart, recover, or verify human Nebius CLI authentication on a remote operator/dev VM with no browser, a safe loopback callback tunnel, and secret-free identity/IAM verification. Use for remote CLI profile setup; do not replace an npa-agent VM's attached-service-account metadata profile.Votes: 0GitHub stars: 33
- Alpamayo2 SuperPackage, preflight, run, validate, or troubleshoot NVIDIA Alpamayo 2 Super 34B VLA inference in NPA, including its OpenMDW model terms, separately gated PhysicalAI-AV dataset, public runtime-fetch image, B200/RTX PRO 6000 routing, workflow artifacts, and real-GPU evidence.Votes: 0GitHub stars: 33
- Artifact Viz ShareUse to turn run outputs into something a human can look at and to hand it to someone else — `npa adapter convert` (sim demos to LeRobotDataset), `npa convert lerobot-to-rrd|lerobot-to-mp4`, and `npa rerun host|share|list-shares|revoke` for time-boxed presigned links.Votes: 0GitHub stars: 33
- BurstUse to run one gang-scheduled multi-node GPU job through SkyPilot without authoring a workflow — `npa burst submit` wires torchrun rendezvous across nodes, while `submit-yaml` supports one task, `${VAR}` substitution, and optional generic registry credentials.Votes: 0GitHub stars: 33
- CosmosUse when working on Cosmos world model serving, inference, serverless training smoke validation, backend selection, or rendering limitations.Votes: 0GitHub stars: 33
- Cosmos3 Ray ServeOperate, validate, or troubleshoot persistent Cosmos3-Nano generation through NVIDIA Cosmos Framework's native Ray Serve implementation, including authenticated readiness, dynamic request batching, B200 versus RTX PRO 6000 placement, runtime-fetched weights/guardrails, and durable S3 batch outputs.Votes: 0GitHub stars: 33
- CuroboUse when running, validating or reviewing NVIDIA cuRobo V2 Franka pose planning and complete MotionBenchMaker/MPiNets benchmarks on CUDA, with factual joint/FK Rerun artifacts.Votes: 0GitHub stars: 33
- DatasetUse when ingesting, validating, curating, or querying production sensor data as a versioned dataset-of-record, or wiring the dataset-ingest-curate workflow.Votes: 0GitHub stars: 33
- Detection TrainingUse to train and evaluate Faster R-CNN detectors from LanceDB materialized views (BDD100K failure-mode slices) — direct versus deployed-service execution, the mandatory label map for string categories, and checkpoint discovery at eval time.Votes: 0GitHub stars: 33
- FiftyoneUse when deploying, launching, loading data into, or reviewing the FiftyOne workbench dataset curation and visualization tool.Votes: 0GitHub stars: 33
- FleetUse to deploy or operate a fleet of Nebius Managed Kubernetes (k8s-training) clusters across one or many projects in a tenant from an npa.fleet/v0.0.1 spec — including strict capacity-block-backed GPU pools, identical and/or custom clusters, create-on-demand projects, and a k8s-training recipe source that can consume the latest upstream changes.Votes: 0GitHub stars: 33
- FoxgloveUse when embedding, operating, or debugging the Foxglove viewer in the NPA agent (the @foxglove/embed TypeScript SDK, MCAP recordings, the npa-foxglove-embed container, or /api/foxglove/* endpoints).Votes: 0GitHub stars: 33
- GenesisUse when working on Genesis simulation, RL teacher training, visual demo generation, or related serverless/EGL behavior.Votes: 0GitHub stars: 33
- Golden EvalUse 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.Votes: 0GitHub stars: 33
- Gpu Cluster ProvisioningUse when creating or repairing a GPU Kubernetes cluster for npa — the managed-image vs GPU-Operator driver decision, why operator mode is unsafe on NVSwitch, the post-apply health gates (fabric, CUDA vectorAdd, stability window), and triage for nodes that come up without working GPUs.Votes: 0GitHub stars: 33
- GrootUse when working on NVIDIA GR00T deployment, model download, finetuning, evaluation, serving, inference, conversion, status checks, validation, routing, or CUDA alignment.Votes: 0GitHub stars: 33
- InsightsUse when turning the reports/manifests other workbench tools emit into a queryable lineage graph + common metrics store, or when querying/comparing metrics, tracing artifact lineage, or building a run dashboard.Votes: 0GitHub stars: 33
- Isaac LabUse when working on Isaac Lab RL simulation, deployment, SkyPilot workflows, or customer custom-fork support.Votes: 0GitHub stars: 33