BeClaude

aws-agents

New
879Official PluginDevelopmentby Amazon Web Services

Build, deploy, and operate AI agents on AWS. Skills for scaffolding agents with Amazon Bedrock AgentCore, connecting tools, memory, policies, evaluation, debugging, and production hardening.

Python82 forks9 issuesUpdated 6/16/2026First seen 5/22/2026

Summary

This skill helps you build, deploy, and operate AI agents on AWS using Amazon Bedrock AgentCore.

  • It scaffolds agent projects, connects tools and memory, sets up policies, and supports evaluation, debugging, and production hardening, making it easier to create production-ready AI agents.

Install & Usage

1
Create the agents directory
mkdir -p .claude/agents
2
Save the agent file

Add the configuration to .claude/agents/aws-agents.md

3
Invoke with @agent-name
@aws-agents

Use Cases

Scaffold a new AI agent project with Bedrock AgentCore, including basic configuration and tool definitions.
Connect external APIs or databases as tools for your agent to invoke during conversations.
Implement memory and session management so your agent retains context across user interactions.
Define and attach guardrails and policies to control agent behavior and ensure safety.
Evaluate agent performance with built-in testing and debugging workflows.
Harden your agent for production by adding monitoring, logging, and error handling.

Usage Examples

1

/aws-agents scaffold my-agent --region us-east-1

2

Add a tool to my agent that queries a DynamoDB table for user data.

3

Run evaluation on my agent with a set of test prompts and review the results.

View source on GitHub
deploymentagent

Security Audits

LicenseUnknownSourcePassRepositoryPass

Frequently Asked Questions

What is aws-agents?

This skill helps you build, deploy, and operate AI agents on AWS using Amazon Bedrock AgentCore. It scaffolds agent projects, connects tools and memory, sets up policies, and supports evaluation, debugging, and production hardening, making it easier to create production-ready AI agents.

How to install aws-agents?

To install aws-agents: create the agents directory (mkdir -p .claude/agents), then add the config to .claude/agents/aws-agents.md. Finally, @aws-agents in Claude Code.

What is aws-agents best for?

aws-agents is a agent categorized under Development. It is designed for: deployment, agent. Created by Amazon Web Services.

What can I use aws-agents for?

aws-agents is useful for: Scaffold a new AI agent project with Bedrock AgentCore, including basic configuration and tool definitions.; Connect external APIs or databases as tools for your agent to invoke during conversations.; Implement memory and session management so your agent retains context across user interactions.; Define and attach guardrails and policies to control agent behavior and ensure safety.; Evaluate agent performance with built-in testing and debugging workflows.; Harden your agent for production by adding monitoring, logging, and error handling..