CoreWeave Data Handling Agent Skill

Handle training data and model artifacts on CoreWeave persistent storage.

Context cost
1.8k tokensestimated from the bundle, loaded when it triggers
Bundle
1 file · 7.2 kBtext throughout, nothing executable
Licence
MITthe author’s own terms
Last change
—v1.11.0
Servers it uses
Noneruns standalone

What it does

Handle training data and model artifacts on CoreWeave persistent storage.

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

data science

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md7.2 kB · preview
--- name: coreweave-data-handling allowed-tools: Read, Write, Edit, Bash(kubectl:*), Grep version: 1.11.0 license: MIT author: Jeremy Longshore <jeremy@intentsolutions.io> tags: - saas - gpu-cloud - kubernetes - inference - coreweave compatibility: Designed for Claude Code ---
26# CoreWeave Data Handling
27
28> **Community-contributed.** Not affiliated with, endorsed by, or sponsored by CoreWeave, Inc. CoreWeave is a registered trademark of CoreWeave, Inc.
29
30## Overview
31
32CoreWeave GPU cloud workloads involve large-scale data artifacts: model weights (multi-GB safetensors/GGUF), training datasets (parquet, TFRecord, WebDataset), checkpoint snapshots, and inference cache volumes. Data flows through Kubernetes PersistentVolumeClaims backed by region-specific storage classes. Compliance requires encryption at rest via the storage driver, namespace-scoped RBAC for volume access, and audit logging for any data egress from GPU nodes.
33
34## Prerequisites
35
36- Approved data classification, retention schedule, and region for the artifact.
37- A namespace-scoped service account, encrypted storage class, and approved destination.
38- Expected artifact size and SHA-256 from a trusted source before import.
39
40## Instructions
41
421. Create or select an encrypted PVC in the approved region and grant its mount only
43 to the intended namespace service account.
442. Import artifacts using a short-lived job; verify the expected SHA-256 before any
45 training or serving workload consumes them.
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md945 words
Files1
LicenceMIT
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈150
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
1,650
on trigger
The instruction body, read only when the skill fires.
0.90%
of a 200k window
Ten skills this size would take about 9% of the window before you open a file.
050k100k150k200k context window

1.8k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Middling. Fine to keep on in a project where you use it weekly, worth unloading in one where you never do.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

It asks the agent to write files, using whatever file access your client already has. Whether it reaches the network is not declared.

What it asks for
Writes filesyes
Network accessnot declared

Read from the allowed-tools line of this skill’s own SKILL.md. It also asks for Bash, which could do either, so what is not named there is not ruled out. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

1 file, 7.2 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md7.2 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 1 file you can review in full before installing. The MIT licence covers the templates and examples as well as the instructions.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# CoreWeave Data Handling · 1.8k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/coreweave-data-handling/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/coreweave-data-handling" ] && { [ ! -e .claude/skills/coreweave-data-handling ] || { mv .claude/skills/coreweave-data-handling "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/coreweave-data-handling" .claude/skills/ && echo "Installed .claude/skills/coreweave-data-handling"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add jeremylongshore/coreweave-data-handling

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/coreweave-data-handling/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/coreweave-data-handling/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/coreweave-data-handling" ] && { [ ! -e ~/.claude/skills/coreweave-data-handling ] || { mv ~/.claude/skills/coreweave-data-handling "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/coreweave-data-handling" ~/.claude/skills/ && echo "Installed ~/.claude/skills/coreweave-data-handling" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/coreweave-data-handling/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Version1.11.0
Publishedno release date on file
PriceFree
Referencejeremylongshore/coreweave-data-handling

Versions

v1.11.0 is what is on the shelf; no release here carries a date. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

v1.11.0
  • No earlier releases have been published to the marketplace.
Pinning

The install command always fetches the release that is current the day you run it — v1.11.0 today — and cannot ask for an earlier one. The copy on your disk does not change until you run it again.

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