Model Garden Deployment
Deploys Model Garden models to endpoints and checks, lists or removes them.
Install
npx skills add google/skills --skill agent-platform-deploy -g -a claude-code -y- Repository
- google/skills21.8k
- Category
- DevOps
- Updated
- 3d ago
- License
- Apache-2.0
- Context cost
- Mediumabout 3,000 tokens
- Runs scripts
- Yes, review before use
What it does
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).
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.
1P Tuned Model Copy & Deployment
If you need to copy a 1P (First-Party) Tuned Model from a source project to a destination region or project and deploy it to a newly created endpoint, refer to the 1P Tuned Model Copy & Deployment Guide.
Safety & Confirmation Tiers (CRITICAL)
Before executing any commands on behalf of the user, you MUST adhere to the following safety tiers based on the action requested:
- Tier R: Read-only (
list,describe,list-deployment-config)- Rule: No confirmation needed. You may execute these commands immediately to gather information for the user.
- Tier M: Mutating & Reversible (
deploy,undeploy-model)- Rule: This requires explicit user confirmation. You MUST present a clear dry-run confirmation card containing:
