About

Imported from jeremylongshore/tons-of-skills-marketplace (plugins/saas-packs/coreweave-pack/skills/coreweave-prod-checklist/SKILL.md). Install upstream with npx skills add jeremylongshore/tons-of-skills-marketplace --skill coreweave-prod-checklist. Copyright stays with the author (MIT).

CoreWeave Production Checklist

Name: coreweave-prod-checklist
Author: jeremylongshore

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

Overview

Use this gate before exposing a CoreWeave inference or training workload to production. It proves that capacity, data protection, observability, and recovery are owned and tested; it is not a substitute for a service-specific risk review.

Prerequisites

A signed deployment change, named service owner, and approved production namespace.
Passing staging evaluation, capacity forecast, and rollback manifest.
On-call routing, secret-manager references, and data classification for the workload.

Instructions

Complete each checklist item with a link to its evidence, not a verbal assertion.
Confirm a staged rollout, health check, and rollback command during the change window.
Stop the release if any security, data, capacity, or observability gate lacks an owner.
Record the final go/no-go decision, time, owner, and redacted verification receipt.

Inference Services

GPU type and count validated for model size
Autoscaling configured (KServe or HPA)
Health and readiness probes set
Resource requests AND limits specified
Node affinity targeting correct GPU class
minReplicas >= 1 for production (no cold starts)

Storage

Model weights in PVC (not downloaded at startup)
Checkpoints saved to persistent storage
Storage class appropriate (SSD for inference, HDD for archival)

Security

Secrets for model tokens and registry access
Network policies applied
Container images from trusted registries

Monitoring

GPU utilization metrics collected
Inference latency and throughput tracked
Alert on pod restarts and OOM events
Log aggregation configured

Rollback

kubectl rollout undo deployment/my-inference
kubectl rollout status deployment/my-inference

Output

A production-readiness record linking capacity, storage, security, monitoring, and rollback evidence to the deployment.
A clear go/no-go decision with a responsible owner and tested recovery command.

Error Handling

Failed gate	Required action
Readiness or staging test fails	Hold the release and restore the prior known-good revision.
GPU capacity is unconfirmed	Do not launch; resolve quota or capacity with the platform owner.
Secret or network policy is missing	Block deployment until the namespace hardening baseline is present.
Monitoring route is absent	Block production exposure until alerts reach the on-call owner.

Examples

Run the last production checks during the approved change window:

kubectl -n inference-prod apply -f release.yaml
kubectl -n inference-prod rollout status deployment/my-inference --timeout=15m
kubectl -n inference-prod get pods -l app=my-inference

If rollout or the smoke test fails, execute the documented rollback immediately, capture redacted events, and mark the change no-go rather than retrying with weaker security or capacity controls.

Resources

CoreWeave CKS

Next Steps

For upgrades, see coreweave-upgrade-migration.

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

yaml

targets:
  - https://api.opensmartroute.ai/api/v1/registry/jeremylongshore-tons-of-skills-marketplace-coreweave-pro-8e35b8/manifest   # or paste the manifest below

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

jeremylongshore-tons-of-skills-marketplace-coreweave-pro-8e35b8.ocm.jsonjson

{
  "ocm": "1",
  "id": "jeremylongshore-tons-of-skills-marketplace-coreweave-pro-8e35b8",
  "kind": "skill",
  "name": "coreweave-prod-checklist",
  "description": "Production readiness checklist for CoreWeave GPU workloads. Use when launching inference services, preparing GPU training for production, or validating deployment configurations. Trigger with phrases like \"coreweave production\", \"coreweave go-live\", \"coreweave checklist\", \"coreweave launch\".",
  "publisher": "jeremylongshore",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "coding"
    ],
    "tags": [
      "skill-md",
      "saas",
      "gpu-cloud",
      "kubernetes",
      "inference",
      "coreweave",
      "skills-sh"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "Production readiness checklist for CoreWeave GPU workloads. Use when launching inference services, preparing GPU training for production, or validating deployment configurations. Trigger with phrases like \"coreweave production\", \"coreweave go-live\", \"coreweave checklist\", \"coreweave launch\"."
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "skills.sh",
      "repository": "https://github.com/jeremylongshore/tons-of-skills-marketplace",
      "path": "plugins/saas-packs/coreweave-pack/skills/coreweave-prod-checklist/SKILL.md",
      "ref": "HEAD",
      "url": "https://github.com/jeremylongshore/tons-of-skills-marketplace/blob/HEAD/plugins/saas-packs/coreweave-pack/skills/coreweave-prod-checklist/SKILL.md",
      "key": "jeremylongshore/tons-of-skills-marketplace/plugins/saas-packs/coreweave-pack/skills/coreweave-prod-checklist/SKILL.md"
    },
    "compatibility": "Designed for Claude Code",
    "allowed_tools": [
      "Read,",
      "Bash(kubectl:*),",
      "Grep"
    ],
    "license": "MIT"
  },
  "instructions": "# CoreWeave Production Checklist\n\n> **Community-contributed.** Not affiliated with, endorsed by, or sponsored by CoreWeave, Inc. CoreWeave is a registered trademark of CoreWeave, Inc.\n\n## Overview\n\nUse this gate before exposing a CoreWeave inference or training workload to\nproduction. It proves that capacity, data protection, observability, and recovery\nare owned and tested; it is not a substitute for a service-specific risk review.\n\n## Prerequisites\n\n- A signed deployment change, named service owner, and approved production namespace.\n- Passing staging evaluation, capacity forecast, and rollb",
  "cost": {
    "context_tokens": 826
  }
}

Fetch it by URL: GET /api/v1/registry/jeremylongshore-tons-of-skills-marketplace-coreweave-pro-8e35b8/manifest?version=1.0.0

Reviews

Star ratings from people who tried it. One review per account; edit yours any time.

No reviews yet. Install it, try it, and be the first to rate it.