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agents-build

Add memory, VPC networking, and multi-agent orchestration to AgentCore projects.

2.3k|234|Updated Apr 23, 2026
Search Tags:#migration#memory#framework#gateway#vpc#agentcore
One-click install
npx skills add https://github.com/aws/agent-toolkit-for-aws --skill agents-build
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: agents-build
Source: https://github.com/aws/agent-toolkit-for-aws/tree/main/plugins/aws-agents/skills/agents-build
Command: npx skills add https://github.com/aws/agent-toolkit-for-aws --skill agents-build

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps engineering teams extend AgentCore projects by adding capabilities such as memory, app integration, VPC networking, multi-agent orchestration, and migration workflows.

Core Features & Use Cases

  • Supports memory integration, VPC setup, multi-agent orchestration, migration of Bedrock Agents to AgentCore, browser, and code-interpreter enhancements.
  • Provides guided workflows for adding capabilities to existing agents and ensuring guardrails and compatibility across Strands, LangGraph, and Gateway patterns.
  • Documents practical deployment and testing steps to minimize downtime during capability expansion.

Quick Start

Install this skill into your AgentCore project and follow the guided prompts to add capabilities like memory, VPC, and migration patterns.

Frequently Asked Questions about agents-build

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I migrate from Bedrock Agents to AgentCore?▼

Migrating from Bedrock Agents to AgentCore requires using guided CLI workflows that enforce guardrails and compatibility checks. This ensures production-ready migrations across Strands and LangGraph patterns while minimizing downtime during the transition.

How do I add memory and VPC networking to an existing AgentCore project?▼

To add memory and VPC networking to an AgentCore project, follow guided CLI prompts to extend existing agents. This safely integrates memory retention and VPC network access capabilities while maintaining production guardrails and compatibility.

Does AgentCore support multi-agent orchestration with LangGraph patterns?▼

Yes, AgentCore supports multi-agent orchestration with LangGraph patterns. The extension workflows enforce guardrails to ensure safe coordination and production-ready deployment across both Strands and LangGraph orchestration patterns.

What is the best way to add browser and code-interpreter capabilities to an agent?▼

The best way to add browser and code-interpreter capabilities is through guided CLI workflows that extend existing AgentCore projects. This applies necessary guardrails to ensure safe, production-ready tool integration.

What are the limitations when upgrading models in an AgentCore project?▼

When upgrading models in an AgentCore project, limitations center on maintaining compatibility across Strands and LangGraph patterns. The enforced CLI guardrails restrict unvalidated model swaps to ensure safe, production-ready migrations.

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