Agent skill

Coreweave Upgrade Migration

by jeremylongshore in jeremylongshore/tons-of-skills-marketplace

Upgrade CoreWeave deployments and migrate between GPU types.

MITAuto-check passedDevOps & Cloud

Install Coreweave Upgrade Migration

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill coreweave-upgrade-migration -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace coreweave-upgrade-migration --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/coreweave-upgrade-migration .claude/skills/coreweave-upgrade-migration && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
coreweave-upgrade-migration
GitHub stars
2.8k
Token cost
~1.9k tokens
SKILL.md length
476 words
Files
1
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Upgrade CoreWeave deployments and migrate between GPU types.

  • Works in 4 steps: Inventory current selectors, images, API… → Update the manifest in staging, validate… → Promote through a bounded canary only… → …
  • Migrating from A100 to H100
  • SKILL.md covers Overview, Version Detection, Migration Checklist and Schema Migration, plus 8 more sections
  • Calls kubectl

What it does

Coreweave Upgrade Migration is an agent skill from jeremylongshore/tons-of-skills-marketplace. Upgrade CoreWeave deployments and migrate between GPU types. Use when migrating from A100 to H100, upgrading CUDA versions, or updating inference server versions. Trigger with phrases like "upgrade coreweave", "coreweave gpu migration", "coreweave cuda upgrade", "migrate coreweave".

Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Designed for Claude Code

It sits in DevOps & Cloud, covering Deployment. It works with CUDA and Kubernetes. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.

When your agent uses it

  • Migrating from A100 to H100
  • Upgrading CUDA versions
  • Updating inference server versions
  • With phrases like upgrade coreweave

Example prompts

  • “upgrade coreweave”
  • “coreweave gpu migration”
  • “coreweave cuda upgrade”
  • “/coreweave-upgrade-migration”

Requirements

  • Compatibility (from SKILL.md): Designed for Claude Code
  • Pre-approved tools (allowed-tools): Read, Write, Edit, Bash(kubectl:*), Grep

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. Inventory current selectors, images, API versions, volumes, quotas, and service SLOs.
  2. Update the manifest in staging, validate server-side, and run compatibility and performance checks.
  3. Promote through a bounded canary only after the readiness, quality, latency, and integrity gates pass.
  4. Use the prior immutable revision on any failed gate; do not delete old data or nodes until the observation period closes.

What it can do on your machine

Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write
    • Edit
    • Bash(kubectl:*)
    • Grep

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • kubectl

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • docs.coreweave.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Designed for Claude Code

    From compatibility in the SKILL.md frontmatter.

Context cost

Coreweave Upgrade Migration loads about 1.9k tokens when it runs. Until then it costs about 78 tokens; SKILL.md has 476 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~78
When it runs · the whole SKILL.md, loaded when a task matches
~1.9k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 476 words, ~1,949 tokens.

Download SKILL.mdSave it as .claude/skills/coreweave-upgrade-migration/SKILL.md (or your agent's skills folder).
name
coreweave-upgrade-migration
description
Upgrade CoreWeave deployments and migrate between GPU types. Use when migrating from A100 to H100, upgrading CUDA versions, or updating inference server versions. Trigger with phrases like "upgrade coreweave", "coreweave gpu migration", "coreweave cuda upgrade", "migrate coreweave".
allowed-tools
Read, Write, Edit, Bash(kubectl:*), Grep
compatibility
Designed for Claude Code
version
1.11.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, gpu-cloud, kubernetes, inference, coreweave

CoreWeave Upgrade & Migration

Community-contributed. Not affiliated with, endorsed by, or sponsored by CoreWeave, Inc. CoreWeave is a registered trademark of CoreWeave, Inc.

Overview

CoreWeave is a GPU-specialized cloud provider running Kubernetes-native infrastructure. Migrations involve upgrading between GPU instance types (A100 to H100), updating CUDA driver versions, and handling Kubernetes API version changes across namespaces. Tracking API versions is critical because CoreWeave's instance type labels and resource quotas change between platform releases, and deploying to a deprecated instance class will cause scheduling failures.

Version Detection

typescript
import { KubeConfig, CoreV1Api } from "@kubernetes/client-node";

async function detectCoreWeaveVersion(): Promise<void> {
  const kc = new KubeConfig();
  kc.loadFromDefault();
  const k8sApi = kc.makeApiClient(CoreV1Api);

  // Check current namespace GPU allocations
  const pods = await k8sApi.listNamespacedPod("my-namespace");
  for (const pod of pods.body.items) {
    const gpuClass = pod.spec?.nodeSelector?.["gpu.nvidia.com/class"];
    const cudaVersion = pod.metadata?.labels?.["cuda-version"];
    console.log(`Pod ${pod.metadata?.name}: GPU=${gpuClass}, CUDA=${cudaVersion}`);
  }

  // Detect deprecated instance types
  const deprecated = ["A100_PCIE_40GB", "V100_PCIE_16GB", "RTX_A5000"];
  const activeGpus = pods.body.items
    .map((p) => p.spec?.nodeSelector?.["gpu.nvidia.com/class"])
    .filter(Boolean);
  const stale = activeGpus.filter((g) => deprecated.includes(g!));
  if (stale.length > 0) console.warn(`Deprecated GPU types in use: ${stale.join(", ")}`);
}

Migration Checklist

  • Review CoreWeave release notes for deprecated instance types
  • Audit all deployments for gpu.nvidia.com/class node selectors
  • Verify CUDA version compatibility with target GPU (see matrix below)
  • Update container base images to match new CUDA/cuDNN requirements
  • Test inference latency on new GPU type in staging namespace
  • Update resource requests (nvidia.com/gpu) for new instance memory
  • Migrate persistent volumes if switching regions or availability zones
  • Update Kubernetes API version in manifests (e.g., apps/v1 changes)
  • Validate HPA scaling behavior on new instance type throughput
  • Run canary deployment with traffic split before full cutover

Schema Migration

typescript
// CoreWeave instance type labels changed in 2025 platform update
// Old: gpu.nvidia.com/class: "A100_PCIE_80GB"
// New: gpu.nvidia.com/class: "H100_SXM5_80GB"

interface DeploymentMigration {
  oldSelector: Record<string, string>;
  newSelector: Record<string, string>;
  cudaMinVersion: string;
}

const GPU_MIGRATIONS: DeploymentMigration[] = [
  {
    oldSelector: { "gpu.nvidia.com/class": "A100_PCIE_80GB" },
    newSelector: { "gpu.nvidia.com/class": "H100_SXM5_80GB" },
    cudaMinVersion: "12.4",
  },
  {
    oldSelector: { "gpu.nvidia.com/class": "A100_SXM4_80GB" },
    newSelector: { "gpu.nvidia.com/class": "H100_SXM5_80GB" },
    cudaMinVersion: "12.4",
  },
];

function migrateNodeSelector(manifest: any, migration: DeploymentMigration): any {
  const selector = manifest.spec?.template?.spec?.nodeSelector;
  if (!selector) return manifest;
  for (const [key, oldVal] of Object.entries(migration.oldSelector)) {
    if (selector[key] === oldVal) {
      selector[key] = migration.newSelector[key];
    }
  }
  return manifest;
}

Rollback Strategy

Prerequisites

  • A versioned manifest, compatible CUDA/image matrix, and capacity confirmation for the target GPU or cluster change.
  • Staging evaluation evidence, named migration owner, and a verified previous deployment revision.
  • Backup/retention approval for any PVC, checkpoint, or model-artifact move.

Instructions

  1. Inventory current selectors, images, API versions, volumes, quotas, and service SLOs.
  2. Update the manifest in staging, validate server-side, and run compatibility and performance checks.
  3. Promote through a bounded canary only after the readiness, quality, latency, and integrity gates pass.
  4. Use the prior immutable revision on any failed gate; do not delete old data or nodes until the observation period closes.
typescript
import { AppsV1Api, KubeConfig } from "@kubernetes/client-node";

async function rollbackDeployment(namespace: string, name: string): Promise<void> {
  const kc = new KubeConfig();
  kc.loadFromDefault();
  const appsApi = kc.makeApiClient(AppsV1Api);

  // Kubernetes rollout undo — reverts to previous revision
  const deployment = await appsApi.readNamespacedDeployment(name, namespace);
  const currentRevision = deployment.body.metadata?.annotations?.["deployment.kubernetes.io/revision"];
  console.log(`Rolling back ${name} from revision ${currentRevision}`);

  // Patch to trigger rollback via revision annotation
  await appsApi.patchNamespacedDeployment(name, namespace, {
    spec: { template: { metadata: { annotations: { "kubectl.kubernetes.io/restartedAt": new Date().toISOString() } } } },
  }, undefined, undefined, undefined, undefined, undefined, { headers: { "Content-Type": "application/strategic-merge-patch+json" } });
  console.log(`Rollback initiated for ${name} in ${namespace}`);
}
Show full SKILL.md (195 more words)Show less

Error Handling

Migration IssueSymptomFix
GPU class not schedulablePod stuck in Pending with Insufficient nvidia.com/gpuVerify instance type exists in target region; check quota
CUDA version mismatchContainer crashes with CUDA driver version is insufficientRebuild container with CUDA matching target GPU driver
Namespace quota exceededForbidden: exceeded quota on deploymentRequest quota increase for new instance type via CoreWeave dashboard
PVC migration failureVolumeAttachment timeout on new nodeDetach old PVC, recreate in target availability zone
API version deprecatedno matches for kind "Deployment" in version "extensions/v1beta1"Update manifest to apps/v1 and adjust spec fields

Output

  • A reviewed migration plan with compatibility results, capacity decision, owner, and rollback revision.
  • A staged/canary receipt proving readiness, SLO, and artifact-integrity checks.
  • A reversible fallback that preserves the old workload and approved data until sign-off.

Examples

Test the target manifest in staging before moving a production selector:

bash
kubectl -n inference-staging apply --dry-run=server -f migration.yaml
kubectl -n inference-staging apply -f migration.yaml
kubectl -n inference-staging rollout status deployment/inference --timeout=15m

If CUDA compatibility, scheduling, or the evaluation gate fails, undo the staging revision and stop promotion. Do not change production affinity or delete the old PVC to make a migration appear complete.

Resources

Next Steps

For CI/CD pipeline integration, see coreweave-ci-integration.

© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/.curated/coreweave-upgrade-migration of jeremylongshore/tons-of-skills-marketplace.

Open the folder on GitHubat commit cfae287

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Openbkn Deployopenbkn-ai/bkn-foundry661—~1.9kAutomated safety check: NotesCustom licence
KubeShark for KubernetesLukasNiessen/kubernetes-skill446—~1.2kAutomated safety check: PassMIT

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Works with

Categories

Questions about Coreweave Upgrade Migration

What does Coreweave Upgrade Migration do?

Upgrade CoreWeave deployments and migrate between GPU types. Coreweave Upgrade Migration is an agent skill from jeremylongshore/tons-of-skills-marketplace. Upgrade CoreWeave deployments and migrate between GPU types.

When should I use Coreweave Upgrade Migration?

Coreweave Upgrade Migration fits situations like: migrating from A100 to H100; upgrading CUDA versions; updating inference server versions; with phrases like upgrade coreweave.

How do I install Coreweave Upgrade Migration in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill coreweave-upgrade-migration -a claude-code`. Or copy the skill folder (skills/.curated/coreweave-upgrade-migration in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/coreweave-upgrade-migration in your project. Claude Code loads it when a task matches its description.

How do I install Coreweave Upgrade Migration in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill coreweave-upgrade-migration -a codex`. Or copy the skill folder (skills/.curated/coreweave-upgrade-migration in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/coreweave-upgrade-migration in your project. Codex loads it when a task matches its description.

Can I use Coreweave Upgrade Migration in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill coreweave-upgrade-migration -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/coreweave-upgrade-migration, .gemini/skills/coreweave-upgrade-migration, .github/skills/coreweave-upgrade-migration and .opencode/skills/coreweave-upgrade-migration in your project.

What does Coreweave Upgrade Migration need to run?

Going by SKILL.md and its folder, Coreweave Upgrade Migration needs the command-line tools its instructions call (kubectl). Its frontmatter pre-approves these tools: Read, Write, Edit, Bash(kubectl:*), Grep. Compatibility (from SKILL.md): Designed for Claude Code.

Does Coreweave Upgrade Migration access the network?

SKILL.md names 1 domain. As links in the text: docs.coreweave.com. This is read from the text; nothing was executed.

Is Coreweave Upgrade Migration safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Coreweave Upgrade Migration use?

Coreweave Upgrade Migration is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Coreweave Upgrade Migration use?

About 1.9k tokens (SKILL.md is roughly 7.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Coreweave Upgrade Migration?

Skills that share tags, products or a category with Coreweave Upgrade Migration: Mirrord Operator (metalbear-co/mirrord, 5.4k stars), Senior DevOps Toolkit (maslennikov-ig/claude-code-orchestrator-kit, 260 stars), LangBot Deployment Guide (langbot-app/LangBot, 18k stars) and Openbkn Deploy (openbkn-ai/bkn-foundry, 661 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Coreweave Upgrade Migration?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.

Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.