How is context handled across agents?

The skill includes mechanisms to pass conversation history and supervisor notes during handoffs, ensuring that the worker agent has all necessary information to fulfill the request.

What is the Agent-to-Agent (A2A) protocol?

It is a standardized communication protocol that allows Amazon Bedrock agents to interact, share context, and delegate tasks to one another within a multi-agent system.

Does this support different models for different agents?

Yes, you can assign different models (such as Claude 3.5 Sonnet for routing and Claude 3 Haiku for simple tasks) to different agents in the hierarchy to optimize for both cost and performance.

Why use a supervisor-worker pattern?

This pattern allows a primary routing agent to interpret user intent and delegate to specialized domain experts, preventing individual agents from becoming overly complex and hard to maintain.

Is this skill specific to AWS?

Yes, it is specifically designed for environments utilizing the Amazon Bedrock AgentCore framework and AWS agent runtime services.

Amazon Bedrock Multi-Agent Orchestrator

Name: Amazon Bedrock Multi-Agent Orchestrator
Author: adaptationio

byadaptationio

データサイエンスとML

Orchestrates complex multi-agent systems on AWS using the Bedrock AgentCore Agent-to-Agent (A2A) protocol.

概要

This skill enables the development of sophisticated AI agent hierarchies using Amazon Bedrock AgentCore. It provides structured patterns for supervisor-worker architectures, sequential pipelines, and hierarchical delegation, allowing developers to build fault-isolated, modular multi-agent systems. By leveraging the A2A protocol, it ensures seamless context preservation and standardized communication between specialized domain agents, making it ideal for building complex enterprise-grade customer service bots and multi-domain workflow automation.

主な機能

Context preservation across agent hierarchies
Supervisor-worker orchestration patterns
Agent-to-Agent (A2A) protocol implementation
0 GitHub stars
Failure isolation for modular stability
Support for multi-model agent collaboration

ユースケース

Enterprise customer service with domain-specific specialists
Complex multi-step workflow automation
Multi-model orchestration for cost and performance optimization

概要

主な機能

Context preservation across agent hierarchies
Supervisor-worker orchestration patterns
Agent-to-Agent (A2A) protocol implementation
0 GitHub stars
Failure isolation for modular stability
Support for multi-model agent collaboration

ユースケース

Enterprise customer service with domain-specific specialists
Complex multi-step workflow automation
Multi-model orchestration for cost and performance optimization