agent-platform-deploy
自动化部署与清理流程,适合需要快速上线模型的工程团队。
需要对云项目与端点的写权限,部署会产生成本与资源变更风险。
将 Model Garden 的开放或自定义模型部署到 Agent Platform 端点并管理部署生命周期。
把 Model Garden 的开源或自定义模型部署到 Agent Platform endpoint,负责上线、查进度、排错(如配额问题)以及下线清理。需要实际部署模型、复制 1P Tuned Model 或评估部署可行性和费用时用。特别能管理整个部署生命周期,并可调用 gcloud 检查部署配置和故障原因,适合实操级别任务。
▸ 展开 SKILL.md 英文原文
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 public Vertex AI deployments (use the `vertex-deploy` skill) or for running model evaluations (use the `agent-platform-eval-flywheel` skill).
帮我安装这个 skill:https://raw.githubusercontent.com/google/skills/main/skills/cloud/agent-platform-deploy/SKILL.mdcurl -fsSL "https://raw.githubusercontent.com/google/skills/main/skills/cloud/agent-platform-deploy/SKILL.md"# 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](references/copy_deploy_guide.md). ## 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: 1. **Tier R: Read-only (`list`, `des