# Agent Platform Endpoint Management

Manages Agent Platform serving endpoints.

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

## Description

Manages Agent Platform serving endpoints. Use when you need to create, list, describe, update, or delete serving endpoints for model deployment on Agent Platform. Also use when troubleshooting endpoint permission, quota, or resource busy errors. Don't use for deploying models to endpoints or for running model evaluations.

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

# Agent Platform Endpoint Management

## Overview

This skill provides procedural knowledge for managing Agent Platform Endpoints.
Endpoints are logical serving hosts that provide a stable URL for online
predictions. You must create an endpoint before you can deploy a model to it.

## 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`, `describe`, `get`)**
    *   No confirmation needed. Execute immediately to gather information.
2.  **Tier M: Mutating & Reversible (`create`, `update`)**
    *   Requires **interactive confirmation** with 'Yes'/'No' options. The
        confirmation prompt MUST contain the exact, literal command string with
        all required flags (e.g. `--region=us-central1`, `--display-name="..."`), natural-language paraphrases are NOT sufficient.
    *   **Same-turn restriction**: NEVER execute the command in the same turn as
        presenting the confirmation prompt. Stop and wait for the user's reply;
        only execute after explicit 'Yes' / approval.
3.  **Tier D: Destructive & Irreversible (`delete`)**
    *   Requires **explicit typed confirmation** (e.g. "I confirm" or "Yes,
        delete it"). Ask for confirmation IMMEDIATELY, before any pre-flight
        checks (don't `describe` first, don't check if the endpoint is empty
        first).
    *   **Same-turn restriction**: NEVER execute in the same turn as asking for
        typed confirmation. Wait for the user to reply in a new turn.

## Phase 0: Environment Setup

**CRITICAL**: Before running any commands, you MUST ensure the environment is
correctly initialized by following these steps:

1.  **Google Cloud Authentication**: Authenticate with your Google Cloud
    credentials and configure active Application Default Credentials (ADC) for
    Agent Platform access:

The rest: https://github.com/google/skills/blob/HEAD/skills/cloud/agent-platform-endpoint-management/SKILL.md