gke-manifest-generation skillA
gke-manifest-generation is agent-read markdown (skill) from gke-labs/kube-agents: Generates and updates secure, production-ready Kubernetes YAML manifests optimized for GKE Autopilot and GKE Standard clusters. Use when creating or modifying GKE deployment manifests, configuring container security contexts, setting CPU/memory resource limits, defining readiness/liveness/startup probes, mounting secrets and volumes, configuring GKE Gateway API routes, targeting Spot VMs, or deploying AI model inference workloads (vLLM, TGI, Gemma). Don't use for live cluster operations, pod tro.
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 Manifest Generation Skill
This skill provides guidelines, tooling integration, and templates to translate
natural language descriptions or application code changes into secure,
compliant, and cost-effective Kubernetes YAML manifests optimized for both GKE
Autopilot and GKE Standard clusters.
## Core Rules & Verification
When generating or updating YAML manifests, you **must** strictly adhere to the
following rules:
### 1. Namespace & Resource Isolation
- **Explicit Namespace**: Always declare `namespace: {namespace}` explicitly
in the metadata of every resource (Deployments, Services, ConfigMaps,
Secrets, PVCs, Roles, bindings). Map it to the namespace configured in your
active `SETTINGS.md`. Never omit the namespace.
- **Dedicated ServiceAccount**: Avoid using the namespace's `default`
ServiceAccount. Always create and reference a dedicated `ServiceAccount`
(e.g., `checkout-sa`) for each microservice.
### 2. GKE Resource Tuning (Autopilot & Standard)
- **Resources Requests & Limits**: Always specify CPU and Memory requests and
limits for all containers.
- *GKE Autopilot*: Requests determine pod billing directly; requests and
…Read the whole file at its exact version.
How to install
mdr add gke-labs/kube-agents/gke-manifest-generation@git:20260914.5646f35mdr add gke-labs/kube-agents/gke-manifest-generation@sha256:59e520cee83d12b3Pin 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.
[](https://markdownregistry.com/a/art_wtdnrqnsc3wivnex)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260914.5646f35 latest | 2026-09-14 | 5646f35 | 12,660 B | A | view · diff |
| git:20260911.a50cdc0 | 2026-09-11 | a50cdc0 | 12,665 B | A | view · diff |
| git:20260821.09e0cab | 2026-08-21 | 09e0cab | 12,584 B | A | view · diff |
| git:20260807.d47bdf1 | 2026-08-07 | d47bdf1 | 12,346 B | A | view · diff |
| git:20260724.74c1aee | 2026-07-24 | 74c1aee | 17,079 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 (12660 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 · 64 stars · license Apache-2.0 · pushed 2026-09-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_wtdnrqnsc3wivnex GET https://markdownregistry.com/api/v1/resolve?ref=gke-labs/kube-agents/gke-manifest-generation GET https://markdownregistry.com/api/v1/blob/59e520cee83d12b345bc76535f9aeb1f2289acab0428520df1f9c0cb01505021
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.