Individual skill
agent-platform-migrate-from-ai-studio
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).
skills/cloud/agent-platform-migrate-from-ai-studio/SKILL.md
Source commit 496fbede89dac1faf0d180a936bfc472b6fbf886
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 4, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 23,553
- Repository last updated
- Nov 7, 2026
- License
- Apache-2.0
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- google Repository topic
- googlecloud Repository topic
- skills Repository topic
- devops Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 14,542 bytesSKILL.mdcore · 14,542 bytesSKILL.mdcore · 14,542 bytesSKILL.mdcore · 14,542 bytesSKILL.mdcore · 14,542 bytesSKILL.mdcore · 14,542 bytesSKILL.mdcore · 14,542 bytesSKILL.mdcore · 14,542 bytesSKILL.mdcore · 14,542 bytesSKILL.mdcore · 14,542 bytesSKILL.mdcore · 14,542 bytesSKILL.mdcore · 14,542 bytesSKILL.mdcore · 14,542 bytesSKILL.mdcore · 14,542 bytesSKILL.mdcore · 14,542 bytesSKILL.mdcore · 14,542 bytesSKILL.mdcore · 14,542 bytesSKILL.mdcore · 14,542 bytesSKILL.mdcore · 14,542 bytesreferences/attribution.mddoc · 1,959 bytes
Read excerpt
# 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)"`