Home / gke-labs / kube-agents · agents/platform/skills/gke-batch-hpc/SKILL.md · GitHub

gke-batch-hpc skillA

gke-batch-hpc is agent-read markdown (skill) from gke-labs/kube-agents: 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)..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns 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:** `apply_k8s_manifest`, `get_k8s_resource`,
> `describe_k8s_resource`, `get_k8s_logs`, `delete_k8s_resource`,
> `list_k8s_events`

## 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"
            memory: "2Gi"
      restartPolicy: Never
```

### JobSet (for Complex Multi-Job Workflows)

The golden path enables JobSet monitoring (`JOBSET` in monitoringConfig).

```yaml
apiVersion: jobset.x-k8s.io/v1alpha2
kind: JobSet
metadata:
  name: training-job
spec:
  replicatedJobs:
  - name: workers
    replicas: 4
    template:
      spec:
        parallelism: 1
…

Read the whole file at its exact version.

How to install

Latest version
mdr add gke-labs/kube-agents/gke-batch-hpc@git:20260807.d47bdf1
Exact content
mdr add gke-labs/kube-agents/gke-batch-hpc@sha256:87fdaa1574991365

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

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Versions

versioncommittedcommitsizeaudit
git:20260807.d47bdf1 latest2026-08-07 d47bdf1 5,678 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5678 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

GitHub

gke-labs/kube-agents · 64 stars · license Apache-2.0 · pushed 2026-09-23 · 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/87fdaa157499136591a1f4870e8e02d8443111e938d7decc70d7b71ffca2f965

Your agent 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.

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