Mirrord Operator
metalbear-co/mirrord
Help users install and configure the mirrord Operator for team/enterprise environments.
Agent skill
by jeremylongshore in jeremylongshore/tons-of-skills-marketplace
Upgrade CoreWeave deployments and migrate between GPU types.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill coreweave-upgrade-migration -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace coreweave-upgrade-migration --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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-srcUse ~/.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/
Install the "coreweave-upgrade-migration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/coreweave-upgrade-migration into .claude/skills/coreweave-upgrade-migration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "coreweave-upgrade-migration", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/coreweave-upgrade-migrationType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill coreweave-upgrade-migration -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace coreweave-upgrade-migration --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/coreweave-upgrade-migration .agents/skills/coreweave-upgrade-migration && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "coreweave-upgrade-migration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/coreweave-upgrade-migration into .agents/skills/coreweave-upgrade-migration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "coreweave-upgrade-migration", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill coreweave-upgrade-migration -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace coreweave-upgrade-migration --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/coreweave-upgrade-migration .cursor/skills/coreweave-upgrade-migration && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "coreweave-upgrade-migration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/coreweave-upgrade-migration into .cursor/skills/coreweave-upgrade-migration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "coreweave-upgrade-migration", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/coreweave-upgrade-migration--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill coreweave-upgrade-migration -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace coreweave-upgrade-migration --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/coreweave-upgrade-migration .gemini/skills/coreweave-upgrade-migration && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "coreweave-upgrade-migration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/coreweave-upgrade-migration into .gemini/skills/coreweave-upgrade-migration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "coreweave-upgrade-migration", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace coreweave-upgrade-migrationInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill coreweave-upgrade-migration -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/coreweave-upgrade-migration .github/skills/coreweave-upgrade-migration && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "coreweave-upgrade-migration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/coreweave-upgrade-migration into .github/skills/coreweave-upgrade-migration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "coreweave-upgrade-migration", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill coreweave-upgrade-migration -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace coreweave-upgrade-migration --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/coreweave-upgrade-migration .opencode/skills/coreweave-upgrade-migration && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "coreweave-upgrade-migration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/coreweave-upgrade-migration into .opencode/skills/coreweave-upgrade-migration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "coreweave-upgrade-migration", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
coreweave-upgrade-migrationUpgrade 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. 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.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditBash(kubectl:*)GrepFrom allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
kubectlFrom the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
docs.coreweave.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Designed for Claude Code
From compatibility in the SKILL.md frontmatter.
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.
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.
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.
The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 476 words, ~1,949 tokens.
.claude/skills/coreweave-upgrade-migration/SKILL.md (or your agent's skills folder).Community-contributed. Not affiliated with, endorsed by, or sponsored by CoreWeave, Inc. CoreWeave is a registered trademark of CoreWeave, Inc.
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.
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(", ")}`);
}gpu.nvidia.com/class node selectorsnvidia.com/gpu) for new instance memoryapps/v1 changes)// 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;
}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}`);
}| Migration Issue | Symptom | Fix |
|---|---|---|
| GPU class not schedulable | Pod stuck in Pending with Insufficient nvidia.com/gpu | Verify instance type exists in target region; check quota |
| CUDA version mismatch | Container crashes with CUDA driver version is insufficient | Rebuild container with CUDA matching target GPU driver |
| Namespace quota exceeded | Forbidden: exceeded quota on deployment | Request quota increase for new instance type via CoreWeave dashboard |
| PVC migration failure | VolumeAttachment timeout on new node | Detach old PVC, recreate in target availability zone |
| API version deprecated | no matches for kind "Deployment" in version "extensions/v1beta1" | Update manifest to apps/v1 and adjust spec fields |
Test the target manifest in staging before moving a production selector:
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=15mIf 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.
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
Just SKILL.md in skills/.curated/coreweave-upgrade-migration of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit cfae287
Coreweave Upgrade Migration next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Coreweave Upgrade Migration this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.9k | Automated safety check: Pass | MIT | |
| Mirrord Operatormetalbear-co/mirrord | 5.4k | 1 repos | ~4.6k | Automated safety check: Pass | MIT | |
| Senior DevOps Toolkitmaslennikov-ig/claude-code-orchestrator-kit | 260 | 6 repos | ~1.1k | Automated safety check: Notes | Custom licence | |
| LangBot Deployment Guidelangbot-app/LangBot | 18k | — | ~1.5k | Automated safety check: Notes | Apache-2.0 | |
| Openbkn Deployopenbkn-ai/bkn-foundry | 661 | — | ~1.9k | Automated safety check: Notes | Custom licence | |
| KubeShark for KubernetesLukasNiessen/kubernetes-skill | 446 | — | ~1.2k | Automated safety check: Pass | MIT |
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Works with
Categories
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.
Coreweave Upgrade Migration fits situations like: migrating from A100 to H100; upgrading CUDA versions; updating inference server versions; with phrases like upgrade coreweave.
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.
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.
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.
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.
SKILL.md names 1 domain. As links in the text: docs.coreweave.com. This is read from the text; nothing was executed.
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.
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.
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.
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.
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.