skills

Agent Skills

[](https://skills.sh/google/skills)

This repository contains Agent Skills for Google products and technologies, including Google Cloud.

Installation

npx skills add google/skills

When prompted, select specific skills or all skills, the target agents to configure, and the installation scope (project or global).

If npx is not available in your environment, install Node.js, which includes npm and npx.

Updating Skills

To update previously installed skills to the latest versions, run the following command.

npx skills update

This command gives you an option to also remove obsolete skills.

Available Skills

Getting started with Google Cloud

Authenticating and Authorizing to Google Cloud (IAM)

Google Cloud Recipe: Foundation Builder

Onboarding to Google Cloud

Multi-product solution skills

Google Cloud solution-architecture workflow

Agent Gateway multi-agent security

Agentic analytics across cloud providers and data types

Borderless open data lakehouse agentic AI system

Build and deploy AI agents on Google Cloud

Data science workflow with AI agents solution

Dynamic Hybrid Search using AlloyDB

Google Skill Finder

Live bidirectional multimodal streaming agentic AI solution

Migrate AI Workloads to GKE Inference

RAG for enterprise search using GKE and AlloyDB

Secure n-tier serverless web application with strict private application tiers

AI/ML

Agent Access Audit

Agent Platform Alert Configuration

Agent Platform Endpoint Management

Agent Platform Eval Flywheel Skill

Agent Platform GenAI Inference Skill

Agent Platform Model Garden Deploy Skill

Agent Platform Model Registry Management

Agent Platform Model Tuning

Agent Platform Prompt Management

Agent Platform RAG Engine Management

Agent Platform Troubleshooting

Agent Platform Tuning Management

API Gateway Remote MCP Server (Public Preview)

Apigee as an Agent Gateway Service Extension

BigQuery AI & ML

Gemini API in Agent Platform

Gemini Enterprise Agent Platform - Managed Agents API Skill

Gemini Interactions API Skill

Gemini platform Architecture and Engineering Guide

Genkit Dart

Genkit Go

Genkit JS

Genkit Python

LiveAPI Service Skill

Migrating from Gemini API in AI Studio to Agent Platform

Pathways on Cloud Workload Debugging Skill

Skill Registry

Troubleshoot GKE TPU multi-slice hangs with the MXLA Hang Analyzer

Troubleshoot GKE TPU performance degradation with ML Diagnostics Workload Monitoring

Infrastructure

Cloud Network Insights

Cloud Storage Basics

Cloud Storage Bucket Architect

Cloud Storage Diagnostic

Cloud Storage FUSE

Compute Engine Future Reservations & Calendar-Mode Feasibility

Compute Engine On-Demand Reservations

Designing and Deploying GCP Infrastructure with Application Design Center

Filestore Auditing Skill

Filestore Autoscale

Filestore Log-Based Troubleshooting

Filestore NFS File Browser

GKE AI/ML Inference

GKE Alert Configuration

GKE App Onboarding

GKE Backup & Disaster Recovery

GKE Basics & Critical Gotchas

GKE Batch & HPC Workloads

GKE Cluster Autoscaler

GKE Cluster Creation

GKE ComputeClasses

GKE Golden Base Image Discovery Expert

GKE Golden Path Configuration

GKE JobSet Interruption Troubleshooting

GKE Manifest Generation Skill

GKE Multi-Tenancy

GKE Networking

GKE Node NotReady Troubleshooting Skill

GKE Productionize Skill

GKE Reliability

GKE Service Networking Skill

GKE Storage

GKE Storage Troubleshooting Skill

GKE TPU Dynamic Slices Monitoring & Management

GKE Upgrades & Maintenance

GKE Workload Scaling

GKE Workload Scaling Troubleshooting Skill

GKE Workload Troubleshooting Skill

Google Cloud global external Application Load Balancer Configuration Skill

Google Cloud Networking Observability Expert

Troubleshoot GKE TPU reservation stockouts caused by leaked node pool capacity

Troubleshoot GKE TPU slice creation blocked by an unstable MIG

Troubleshoot GKE TPU VMs stuck in Compute Engine repair (REPAIRING)

Troubleshoot TPU slice creation failures caused by partition overlap

Troubleshoot unresponsive GKE TPU and GPU nodes (NodeStatusUnknown)

Databases and analytics

AlloyDB Basics

BigFrames (BigQuery DataFrame) basics

BigQuery Asset Impact Analysis

BigQuery Basics

BigQuery Migration Service (BQMS) SQL Translator

BigQuery Observability

BigQuery Optimization Workflow

BigQuery Troubleshooting

BigQuery User-Defined Functions (UDFs)

Bigtable Basics

Cloud SQL Basics

Data Lineage Summary

dbt Snowflake to BigQuery Translator

GCP Managed Airflow DAG Authoring Guide

Google Cloud Database Onboarding Skill

Managed Service for Apache Airflow (formerly Cloud Composer) DAG troubleshooting guide

Managed Service for Apache Airflow (formerly Cloud Composer) Migration Guide

Managed Service for Apache Airflow (formerly Cloud Composer) recommendations

Spanner Basics

Developer tools

Cloud Build Basics

Cloud Operator

Developer Device Platform

gcloud CLI Skill for AI Agents

Google Agents CLI Onboarding

Google Developer Knowledge

Application development

API Gateway OpenAPI Spec Authoring

Application Integration Authoring

Application Integration Basics

Application Integration Troubleshooting

Migrate Legacy Codebases to Safe Rust

Management tools

Cloud Logging Finops

Cloud Monitoring Chart Generation Skill (cloud-monitoring-chart-generation)

Cloud Monitoring ListTimeSeries Request Generator

Cloud Monitoring Notification Channels Configuration

Cloud Monitoring PromQL Generator

Cloud Trace Querying Skill (cloud-trace-querying)

Configure Cloud Monitoring Alerts

Configuring Cloud Logging

Configuring Cross-Project Logging

Generate Logging Query Language queries

GKE Cost Analysis

GKE Cost Optimization

GKE Observability

GKE TPU Metrics Monitoring Guide

Handle Disruption on GPUs and TPUs Troubleshooting

Metric Selection (Service Query & Local Keyword Filtering)

SLO Alert Configuration Setup Wizard

TPU Connection Failure and VBAR OOM Troubleshooting

Workload Manager Basics

Well-Architected Framework

Google Cloud Well-Architected Framework skill for the Cost Optimization pillar

Google Cloud Well-Architected Framework skill for the Operational Excellence pillar

Google Cloud Well-Architected Framework skill for the Performance Optimization pillar

Google Cloud Well-Architected Framework skill for the Reliability pillar

Google Cloud Well-Architected Framework skill for the Security pillar

Google Cloud Well-Architected Framework skill for the Sustainability pillar

Security and identity

API Gateway Backend Security and Rate Limiting

Cloud Armor OWASP Rule Upgrader (CRS 3.0/3.3 -> 4.22)

Compliance Environment Assessor Skill

Custom Resource Authoring & Synthesis Skill (assuredworkloads-frameworks-author)

Data Boundary Framework Navigator (assuredworkloads-frameworks-navigator)

DPoP Adoption & Identity Security Architecture

GKE Platform Security

GKE Workload Identity Federation Troubleshooting Skill

GKE Workload Security

Google Cloud Assured Workloads Basics (V1 GA)

Google Cloud Security Command Center Remediation

Google SecOps Case Management Skill for AI Agents

Google SecOps Detection Engineering Skill

Google SecOps Incident & Entity Investigation Skill

Google SecOps Security Alert Triage Specialist

Google SecOps Threat Hunting Skill

IAM Access Troubleshooter & Remediation Orchestrator on Google Cloud

IAM Helper for Policy Management

IAM Policy Simulator (v1 Allow)

Privileged Access Manager (PAM)

SecOps Detection Coverage Skill

Security Command Center Query Skill on Google Cloud

Sign In With Google (SiwG) Integration & Security Architecture

Web and app hosting

API Gateway Troubleshooting

Cloud Run Alert Configuration

Cloud Run Basics

Firebase Basics

Advertising

AI Migration Agent Instructions for the Google Mobile Ads SDK

Data Manager API Audience Ingestion

Data Manager API Event Ingestion

Data Manager API Setup

Google Ads API Account Performance Diagnostics Skill

Google Ads API MCP Server Installation

Google Ads API Quickstart

Google Mobile Ads SDK - Banner Ads

Google Mobile Ads SDK - Install

Google Mobile Ads SDK - Interstitial Ads

Google Mobile Ads SDK - Rewarded Ads

IMA DAI SDK

IMA SDK client-side

Validate Google Mobile Ads SDK Integration

Others

Getting Started with Google Analytics Admin API

Getting Started with Google Analytics Data API

Additional Google skills

Advanced Google Cloud Storage Skills

Agent Development Kit (ADK) Skills

Android Skills

Dart Skills

Firestore Skills

Flutter Skills

Google Maps Platform Skills

Plugins

This repo also bundles Google product plugins (Skills + MCP servers) for agent harnesses.

Support

If you need help or encounter issues with these skills, search for existing issues or open a new one in the GitHub Issue Tracker.

Contributing

We welcome contributions to improve our skills. You can help by:

Reporting bugs or inaccuracies in

the skill Markdown files.

Suggesting new skills to add to this repository (for example, Google

technologies or recipes) by filing a feature request.

License

You are free to copy, modify, and distribute these skills under the terms of the Apache 2.0 license. See the LICENSE file for details.