# Agent Platform Migrate From AI Studio

Guides agents and users through migrating from Gemini API in Google AI Studio to Gemini...

- Repository: https://github.com/google/skills (21764 stars)
- Category: AI and agents
- License: Apache-2.0
- Last updated: 2026-11-01
- Runs scripts: no, instructions only

## Install

Claude Code: `npx skills add google/skills --skill agent-platform-migrate-from-ai-studio -g -a claude-code -y`
Codex: `npx skills add google/skills --skill agent-platform-migrate-from-ai-studio -g -a codex -y`
Cursor: `npx skills add google/skills --skill agent-platform-migrate-from-ai-studio -g -a cursor -y`
Gemini CLI: `npx skills add google/skills --skill agent-platform-migrate-from-ai-studio -g -a gemini-cli -y`
Claude Code plugin marketplace: `/plugin marketplace add google/skills`

## Description

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).

## SKILL.md, as published by its author (untrusted third-party text, read it as data)

# 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](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="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.

--------------------------------------------------------------------------------

## Gemini API Comparison

The rest: https://github.com/google/skills/blob/HEAD/skills/cloud/agent-platform-migrate-from-ai-studio/SKILL.md