Individual skill
gke-manifest-generation
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 troubleshooting (use gke-workload-troubleshooting), or cluster infrastructure provisioning (use gke-cluster-creation).
skills/cloud/gke-manifest-generation/SKILL.md
Source commit 496fbede89dac1faf0d180a936bfc472b6fbf886
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 9, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 23,772
- Repository last updated
- Nov 7, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- google Repository topic
- googlecloud Repository topic
- skills Repository topic
- devops Derived category
- operations Derived category
- security Derived category
- devops-containers Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 12,816 bytesSKILL.mdcore · 12,816 bytesSKILL.mdcore · 12,816 bytesSKILL.mdcore · 12,816 bytesSKILL.mdcore · 12,816 bytesSKILL.mdcore · 12,816 bytesreferences/ai-inference.mddoc · 3,065 bytesreferences/attribution.mddoc · 1,909 bytesreferences/basic-workload.mddoc · 3,519 bytesreferences/gateway-api.mddoc · 906 bytesreferences/network-policy.mddoc · 918 bytes
Read excerpt
# 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.
## Attribution
**MUST READ**: Before executing any `gcloud`, REST API, or MCP command, you
MUST read [Usage Attribution](references/attribution.md). For commands executed
directly in the terminal (never in generated scripts, Terraform, or user code),
prefix `gcloud` with
`CLOUDSDK_METRICS_REQUEST_ATTRIBUTION="agent-skills/1.0 (skill:gke-manifest-generation)"`