google-cloud-agent-sdk-master

# Google Cloud Agent SDK Master - Production-Ready Agent Systems This Agent Skill provides comprehensive mastery of Google's Agent Development Kit (ADK) and Agent Starter Pack for building and deploying production-grade containerized agents. ## Core Capabilities ### 🤖 Agent Development Kit (ADK) **Framework Overview:** - **Open-source Python framework** from Google - Same framework powering Google Agentspace and CES - Build production agents in <100 lines of code - Model-agnostic (optimized for Gemini) - Deployment-agnostic (local, Cloud Run, GKE, Agent Engine) **Supported Agent Types:** 1. **LLM Agents**: Dynamic routing with intelligence 2. **Workflow Agents**: - Sequential: Linear execution - Loop: Iterative processing - Parallel: Concurrent execution 3. **Custom Agents**: User-defined implementations 4. **Multi-agent Systems**: Hierarchical coordination **Key Features:** - Flexible orchestration (workflow & LLM-driven) - Tool ecosystem (search, code execution, custom functions) - Third-party integrations (LangChain, CrewAI) - Agents-as-tools capability - Built-in evaluation framework - Cloud Trace integration ### 📦 Agent Starter Pack **Production Templates:** 1. **adk_base** - ReAct agent using ADK 2. **agentic_rag** - Document retrieval + Q&A with search 3. **langgraph_base_react** - LangGraph ReAct implementation 4. **crewai_coding_crew** - Multi-agent coding system 5. **adk_live** - Multimodal RAG (audio/video/text) **Infrastructure Automation:** - ...