aws agents — Agent Skill

AI Agents on AWS

Build, deploy, and operate AI agents on AWS with guided workflows for every stage of the developer journey. This plugin covers the full agent lifecycle using Amazon Bedrock AgentCore as the primary runtime.

Overview

This plugin provides 8 skills covering the full agent lifecycle — from scaffolding a new project to production hardening. Skills use progressive disclosure to load detailed reference material on demand, keeping context lean while providing deep expertise when needed.

Skills

| Skill | When to use | References | |---|---|---| | agents-get-started | "build an agent", "create an agent", "get started", "which framework" | example-support-agent | | agents-build | "add memory", "remember across sessions", "call agent from app", "VPC", "multi-agent", "migrate from Bedrock" | memory, integrate, vpc, multi-agent, migrate, local-vs-deployed | | agents-connect | "connect to API", "add gateway", "give my agent tools", "Cedar policy", "restrict tools" | policy | | agents-deploy | "deploy my agent", "deploy failed", "CDK error", "rollback", "canary" | versioning | | agents-debug | "agent not working", "check logs", "command not found", "check my setup" | doctor | | agents-optimize | "evaluate my agent", "measure quality", "quality gate", "observability", "traces", "cost" | evals, observability, cost | | agents-harden | "production checklist", "go to production", "secure agent", "before launch", "cold start" | limits | | agents-pay | "this agent needs to pay", "x402", "402 Payment Required", "spend limit for agent" — the agent paying for itself at run time | operator-guide, security-model, setup, troubleshooting |

Routing guide

When in doubt about which skill to reach for:

• Starting from nothing? → agents-get-started
• Environment/CLI broken? → agents-debug (loads references/doctor.md)
• Adding new capabilities to a working project? → agents-build
• Connecting to external tools/APIs or restricting access? → agents-connect
• Ready to ship? → agents-deploy
• Agent is broken? → agents-debug
• Measuring quality, observability, or cost? → agents-optimize
• Going to production? → agents-harden
• The agent you're running needs to pay for something? → agents-pay
• Building payment capability into an agent you ship? → agents-build

MCP Servers

| Server | Purpose | |---|---| | awsknowledge | AWS documentation, architecture guidance, and service reference |

Installation

Claude Code

/plugin marketplace add aws/agent-toolkit-for-aws
/plugin install aws-agents@agent-toolkit-for-aws