SKILL.md
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SDK Docs: https://github.com/googleapis/google-cloud-python
Vertex AI SDK: https://cloud.google.com/vertex-ai/docs/python-sdk/use-vertex-ai-python-sdk
Use the Google Cloud Python SDK for all GCP provisioning and operational actions. This skill provides architecture guidance, cost modeling, and pre-flight requirements — the SDK handles execution.
Architecture Guidance
Consult this skill for:
- GCP service selection and trade-off analysis
- Cost estimation and optimization (committed use discounts, sustained use)
- Pre-flight IAM / Workload Identity Federation requirements
- IaC approach (Terraform AzureRM vs Deployment Manager vs Config Connector)
- Integration patterns with Google Workspace and other GCP services
- Vertex AI Agent Engine for multi-agent workflow design
Agent & AI Capabilities
Capability
Tool
LLM agents
Vertex AI Agent Engine
Model serving
Vertex AI Model Garden
RAG
Vertex AI Search + Embeddings API
Multi-agent
Agent Development Kit (google/adk-python)
MCP
Vertex AI Extensions (MCP-compatible)