Individual skill
agent-platform-deploy
Deploy open models or custom weights from Model Garden to Agent Platform endpoints, check the status of an in-progress deployment operation, or clean up resources by undeploying models and deleting endpoints. Use when asked to actively deploy a model, list the Model Garden CATALOG of available models, check if a specific model is deployable (`gcloud ai model-garden models list-deployment-config`), query deployment cost, troubleshoot deployment errors (like quota limits), or undeploy/clean up endpoints. Also use when copying and deploying a 1P Tuned Model. Don't use for pure listing/discovery questions of the form "is X deployed?", "list my endpoints", or "which regions have models running?" — for those use `agent-platform-endpoint-management`. Don't use for running model evaluations (use `agent-platform-eval-flywheel` skill).
skills/cloud/agent-platform-deploy/SKILL.md
Source commit 496fbede89dac1faf0d180a936bfc472b6fbf886
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- Yes
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- Yes
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- Observed behavior
- Network or broad shell
- Last checked
- Nov 4, 2026
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Repository context
- Repository stars (not skill ratings)
- 23,408
- Repository last updated
- Nov 6, 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
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SKILL.mdcore · 20,753 bytesSKILL.mdcore · 20,753 bytesSKILL.mdcore · 20,753 bytesSKILL.mdcore · 20,753 bytesSKILL.mdcore · 20,753 bytesSKILL.mdcore · 20,753 bytesSKILL.mdcore · 20,753 bytesSKILL.mdcore · 20,753 bytesSKILL.mdcore · 20,753 bytesSKILL.mdcore · 20,753 bytesSKILL.mdcore · 20,753 bytesreferences/attribution.mddoc · 1,937 bytesreferences/copy_deploy_guide.mddoc · 11,246 bytesreferences/region_availability.mddoc · 3,625 bytesreferences/troubleshooting.mddoc · 1,013 bytesreferences/undeploy_guide.mddoc · 2,179 bytesreferences/usage.mddoc · 367 bytesscripts/calculate_cost.pyruns · 6,664 bytesscripts/config_gcloud_cli.shruns · 1,296 bytes
Read excerpt
# Agent Platform Model Garden Deploy Skill
This skill provides instructions for deploying Open Models from Agent Platform
Model Garden to endpoints, and subsequently undeploying them to clean up
resources.
## 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` and append the
attribution suffix to `User-Agent` headers: