Agent skill

Coreweave Prod Checklist

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

Production readiness checklist for CoreWeave GPU workloads. An agent skill from jeremylongshore/tons-of-skills-marketplace.

MITAuto-check passedDevOps & Cloud

Install Coreweave Prod Checklist

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

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

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace coreweave-prod-checklist --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-prod-checklist .claude/skills/coreweave-prod-checklist && 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-prod-checklist
GitHub stars
2.8k
Token cost
~975 tokens
SKILL.md length
383 words
Files
1
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Production readiness checklist for CoreWeave GPU workloads. An agent skill from jeremylongshore/tons-of-skills-marketplace.

  • Works in 4 steps: Complete each checklist item with a link… → Confirm a staged rollout, health check,… → Stop the release if any security, data,… → …
  • Launching inference services
  • SKILL.md covers Overview, Prerequisites, Instructions and Inference Services, plus 9 more sections
  • Calls kubectl

What it does

Coreweave Prod Checklist is an agent skill from jeremylongshore/tons-of-skills-marketplace. 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".

Its SKILL.md is about 980 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. 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

  • Launching inference services
  • Preparing GPU training for production
  • Validating deployment configurations
  • With phrases like coreweave production

Example prompts

  • “coreweave production”
  • “coreweave go-live”
  • “coreweave checklist”
  • “/coreweave-prod-checklist”

Requirements

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

Workflow steps

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

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

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
    • 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 Prod Checklist loads about 975 tokens when it runs. Until then it costs about 79 tokens; SKILL.md has 383 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~79
When it runs · the whole SKILL.md, loaded when a task matches
~975

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). 383 words, ~975 tokens.

Download SKILL.mdSave it as .claude/skills/coreweave-prod-checklist/SKILL.md (or your agent's skills folder).
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".
allowed-tools
Read, 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 Production Checklist

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

  1. Complete each checklist item with a link to its evidence, not a verbal assertion.
  2. Confirm a staged rollout, health check, and rollback command during the change window.
  3. Stop the release if any security, data, capacity, or observability gate lacks an owner.
  4. 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
Show full SKILL.md (160 more words)Show less

Monitoring

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

Rollback

bash
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 gateRequired action
Readiness or staging test failsHold the release and restore the prior known-good revision.
GPU capacity is unconfirmedDo not launch; resolve quota or capacity with the platform owner.
Secret or network policy is missingBlock deployment until the namespace hardening baseline is present.
Monitoring route is absentBlock production exposure until alerts reach the on-call owner.

Examples

Run the last production checks during the approved change window:

bash
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

Next Steps

For upgrades, see coreweave-upgrade-migration.

© 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-prod-checklist of jeremylongshore/tons-of-skills-marketplace.

Open the folder on GitHubat commit cfae287

Compare with similar skills

Coreweave Prod Checklist 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.

Coreweave Prod Checklist compared with similar skills
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Mirrord Operatormetalbear-co/mirrord5.4k1 repos~4.6kAutomated safety check: PassMIT
KubeSphere ServiceMesh Managerkubesphere/kubesphere17k—~2.4kAutomated safety check: PassCustom licence
Vercelremotion-dev/remotion63k—~1.2kAutomated safety check: PassCustom licence

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Categories

Questions about Coreweave Prod Checklist

What does Coreweave Prod Checklist do?

Production readiness checklist for CoreWeave GPU workloads. An agent skill from jeremylongshore/tons-of-skills-marketplace. Coreweave Prod Checklist is an agent skill from jeremylongshore/tons-of-skills-marketplace. Production readiness checklist for CoreWeave GPU workloads.

When should I use Coreweave Prod Checklist?

Coreweave Prod Checklist fits situations like: launching inference services; preparing GPU training for production; validating deployment configurations; with phrases like coreweave production.

How do I install Coreweave Prod Checklist in Claude Code?

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

How do I install Coreweave Prod Checklist in Codex?

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

Can I use Coreweave Prod Checklist 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-prod-checklist -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-prod-checklist, .gemini/skills/coreweave-prod-checklist, .github/skills/coreweave-prod-checklist and .opencode/skills/coreweave-prod-checklist in your project.

What does Coreweave Prod Checklist need to run?

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

Does Coreweave Prod Checklist 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 Prod Checklist 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 Prod Checklist use?

Coreweave Prod Checklist 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 Prod Checklist use?

About 975 tokens (SKILL.md is roughly 3.9k 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 Prod Checklist?

Skills that share tags, products or a category with Coreweave Prod Checklist: Kubeshark Installer (kubeshark/kubeshark, 12k stars), GreptimeDB Dev Docker Image (GreptimeTeam/greptimedb, 6.7k stars), Mirrord Operator (metalbear-co/mirrord, 5.4k stars) and KubeSphere ServiceMesh Manager (kubesphere/kubesphere, 17k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Coreweave Prod Checklist?

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.