Agent Platform Migrate From AI Studio
Guides agents and users through migrating from Gemini API in Google AI Studio to Gemini...
Install
npx skills add google/skills --skill agent-platform-migrate-from-ai-studio -g -a claude-code -y- Repository
- google/skills21.8k
- Category
- AI and agents
- Updated
- 3d ago
- License
- Apache-2.0
- Context cost
- Mediumabout 3,000 tokens
- Runs scripts
- No, instructions only
What it does
Guides agents and users through migrating from Gemini API in Google AI Studio to Gemini Enterprise Agent Platform (formerly Vertex AI). Use this skill when moving applications to Google Cloud, to leverage Cloud credits, or to unify inferencing with other Cloud infrastructure (IAM, billing, telemetry).
Migrating from Gemini API in AI Studio to Agent Platform
Use this skill when you need to transition an application from the
developer-centric Google AI Studio ecosystem
(generativelanguage.googleapis.com) to the enterprise-grade Google Cloud Agent
Platform (aiplatform.googleapis.com).
Attribution
MUST READ: Before executing any gcloud, REST API, or MCP command, you
MUST read Usage Attribution. 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:agent-platform-migrate-from-ai-studio)"
and append
agent-skills/1.0 (skill:agent-platform-migrate-from-ai-studio)
to User-Agent headers.
When to Invoke This Skill
- You want to migrate an application from Google AI Studio to Agent Platform (formerly Vertex AI).
- You have Google Cloud credits (e.g., the $300 Welcome Free Trial) that you want to apply toward Gemini API inferencing costs.
- You need to unify your inferencing pipelines, IAM permissions, telemetry, and billing with existing Google Cloud infrastructure (Compute Engine, Cloud SQL, BigQuery).
- You are deploying open-source orchestration engines (like OpenClaw or ADK agents) on Google Cloud VMs, and want the entire system to run under a unified Google Cloud billing structure.
