Jeremy Gcp Starter Examples

Comprehensive Google Cloud starter kit examples aggregator. Expert in ADK samples, Genkit templates, Agent Starter Pack, Vertex AI examples, and production-ready code from official Google Cloud repositories.

Overview

This plugin provides instant access to production-ready code examples from 6 official Google Cloud repositories, helping developers quickly implement AI agents, workflows, and applications on Google Cloud Platform.

Installation

/plugin install jeremy-gcp-starter-examples@claude-code-plugins-plus

Features

✅ ADK Sample Code: Agent creation, Code Execution Sandbox, Memory Bank ✅ Agent Starter Pack: Production templates with monitoring and security ✅ Genkit Flows: RAG, multi-step workflows, tool calling patterns ✅ Vertex AI Samples: Model training, batch prediction, deployment ✅ Gemini Examples: Multimodal analysis, function calling, structured output ✅ AgentSmithy Patterns: Multi-agent orchestration and coordination

Components

Agent

• gcp-starter-kit-expert: Aggregates code examples from official Google Cloud repos

Skills (Auto-Activating)

• gcp-examples-expert: Triggers on "show adk example", "genkit starter template", "vertex ai code sample"
• Tool Permissions: Read, Write, Edit, Grep, Glob, Bash
• Version: 1.0.0 (2026 schema compliant)

Quick Start

Natural Language Activation

Simply mention what you need:

"Show me ADK sample code for creating an agent"
"I need a Genkit starter template for RAG"
"How do I implement Gemini function calling?"
"Show me Agent Starter Pack production template"
"Vertex AI code example for model training"
"Multi-agent orchestration pattern with AgentSmithy"

The skill auto-activates and provides production-ready code examples.

Code Example Categories

1. ADK (Agent Development Kit) Samples

Source: google/adk-samples

• Basic agent creation with Code Execution Sandbox (14-day state persistence)
• Memory Bank configuration for persistent conversation memory
• A2A protocol implementation for inter-agent communication
• Multi-tool agent configuration
• VPC Service Controls integration
• IAM least privilege patterns

Example Request:

"Show me how to create an ADK agent with Code Execution and Memory Bank"

2. Agent Starter Pack Templates

Source: GoogleCloudPlatform/agent-starter-pack

• Production agent with comprehensive monitoring
• Auto-scaling configuration (min/max instances)
• Security best practices (Model Armor, VPC-SC, IAM)
• Cloud Monitoring dashboards
• Alerting policies for errors and latency
• Error tracking and distributed tracing

Example Request:

"Give me the Agent Starter Pack production template"

3. Firebase Genkit Flows

Source: genkit-ai/genkit

• RAG flows with vector search and embeddings
• Multi-step workflows with tool calling
• Prompt templates and evaluation frameworks
• Deployment patterns (Cloud Run, Cloud Functions)
• Node.js, Python, and Go examples

Example Request:

"I need a Genkit RAG flow template with vector search"

4. Vertex AI Training & Deployment

Source: GoogleCloudPlatform/vertex-ai-samples

• Custom model fine-tuning with Gemini
• Batch prediction jobs for bulk inference
• Hyperparameter tuning with Vertex AI
• Model evaluation and monitoring
• Endpoint deployment with auto-scaling
• A/B testing and traffic splitting

Example Request:

"Show me how to fine-tune Gemini on custom data"

5. Gemini API Integration

Source: GoogleCloudPlatform/generative-ai

• Multimodal analysis (text, images, video)
• Function calling with live API integration
• Structured output generation with schemas
• Grounding with Google Search
• Safety filters and content moderation
• Token counting and cost optimization

Example Request:

"How do I analyze video content with Gemini multimodal?"

6. Multi-Agent Orchestration

Source: GoogleCloudPlatform/agentsmithy

• Multi-agent system coordination
• Supervisory agent patterns
• Agent-to-agent communication (A2A protocol)
• Workflow strategies (sequential, parallel, conditional)
• Task delegation and error handling
• Retry logic with exponential backoff

Example Request:

"I want to build a multi-agent system with AgentSmithy"

Use Cases

Quick Prototyping

Get production-ready code to start building immediately without searching through documentation.