gke-batch-hpc SKILL.md skillA
gke-batch-hpc from gke-labs/kube-agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add gke-labs/kube-agents/gke-batch-hpc@git:20261019.982e177Pins git:20261019.982e177 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- gke-labs/kube-agents
- Path
agents/platform/skills/gke-batch-hpc/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261019.982e177, committed Oct 19, 2026
- First version recorded
- Aug 7, 2026
- Size
- 7,393 bytes
- Repository stars
- 124
- License
- Apache-2.0
Runs batch and HPC workloads on GKE, utilizing job queues and parallel processing. Use when running GKE batch jobs, configuring GKE HPC, or setting up GKE job queues. Don't use for standard web application deployments (use gke-app-onboarding instead).
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# GKE Batch & HPC Workloads
This reference covers running batch processing and high-performance computing
(HPC) workloads on GKE.
> **MCP Tools:** `get_k8s_resource`, `describe_k8s_resource`, `get_k8s_logs`,
> `list_k8s_events`
>
> A change goes out as a pull request to the GitOps repository, never as a write from here: Kubernetes objects as YAML through `gke-manifest-generation`, cluster settings and other Google Cloud resources as Config Connector YAML through `gcp-config-connector`, opened with `submit-suggestion`. Each profile's config offers only the `gke` MCP server's read tools, and the broker refuses `kubectl` and `gcloud` writes.
## When to Use
- Running batch data processing pipelines
- HPC simulations (CFD, molecular dynamics, financial modeling)
- Large-scale parallel computation (MPI, MapReduce)
- ML training jobs
- CI/CD build farms
## Batch Processing on GKE
### Kubernetes Jobs
```yaml
apiVersion: batch/v1
kind: Job
metadata:
name: batch-job
spec:
parallelism: 10
completions: 100
backoffLimit: 3
template:
spec:
containers:
- name: worker
image: <IMAGE>
resources:
requests:
cpu: "1"
…Read the whole file at its exact version.
How to install
mdr add gke-labs/kube-agents/gke-batch-hpc@sha256:c997bf748f568d44The line at the top of this page pins the label git:20261019.982e177, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_pccditgfpmknj6lc)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Aug 7, 2026 and Oct 19, 2026, about one every 36 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261019.982e177 latest | 2026-10-19 | 982e177 | 7,393 B | A | view · diff |
| git:20260926.a1bb0ab | 2026-09-26 | a1bb0ab | 6,487 B | A | view · diff |
| git:20260807.d47bdf1 | 2026-08-07 | d47bdf1 | 5,678 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7393 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
gke-labs/kube-agents · 124 stars · license Apache-2.0 · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pccditgfpmknj6lc GET https://markdownregistry.com/api/v1/resolve?ref=gke-labs/kube-agents/gke-batch-hpc GET https://markdownregistry.com/api/v1/blob/c997bf748f568d44b266d5de0b2cec7f048fdacef833c72d90c0cc2a7fbdcab0
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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