agentcore

Installation
SKILL.md

AgentCore

Build, deploy, operate, and migrate AI agents on Amazon Bedrock AgentCore. The agentcore CLI (npm @aws/agentcore) manages the full lifecycle via CDK/CloudFormation.

There are two ways to run an agent:

Mode What it is When
Harness (default since GA, June 2026) Declarative managed agent: harness.json = model + tools + skills + memory + limits. No agent code, no container. agentcore create --defaults creates one. Persona + skills + standard tools cover the need
Runtime (code agent) Your code (Strands/LangChain/ADK/OpenAI/VercelAI) deployed as CodeZip or Container Custom orchestration, custom tool logic, middleware

Start with a harness; agentcore export harness converts it to editable Strands code later if you outgrow the config (one-way door: code, unlike config, is yours to maintain).

Key Concepts

Installs
2
GitHub Stars
7
First Seen
Jul 7, 2026
agentcore — leonmelamud/agentcore-toolkit