Agent skill · data analytics · jeremylongshore
coreweave-data-handling
Handle training data and model artifacts on CoreWeave persistent storage.
Why this skill is useful
Provides specific commands and patterns for managing data pipelines and storage on CoreWeave that the AI wouldn't reliably generate on its own.
What it needs
Requires kubectl installed locally. About 4k tokens when loaded. Last updated 2026-08-07. 2,604 stars on the source repository.
What this skill does
CoreWeave Data Handling Community-contributed. Not affiliated with, endorsed by, or sponsored by CoreWeave, Inc. CoreWeave is a registered trademark of CoreWeave, Inc. Overview CoreWeave 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. Prerequisites Approved data classification, retention schedule, and region for the artifact. A namespace-scoped service account, encrypted storage class, and approved destination. Expected artifact size and SHA-256 from a trusted source before import. Instructions 1. Create or select an encrypted PVC in the approved region and grant its mount only to the intended namespace service account. 2. Import artifacts using a short-lived job; verify the expected SHA-256 before any training or serving workload consumes them. 3. Export only to a reviewed destination, preserve the checksum and data-owner approval, and enforce the retention policy for checkpoints and datasets. 4. Record storage provisioning, access changes, deletion, and external egress in the audit system without copying sensitive artifact contents into logs. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills jeremylongshore/coreweave-data-handling--438a6e