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monitoring

Automate production monitoring setup and issue diagnosis for AgentCore deployments.

21|5|Updated Mar 30, 2026
Search Tags:#monitoring#dashboards#metrics#observability#alerts#cloudwatch
One-click install
npx skills add https://github.com/aws-samples/sample-agent-greenhouse --skill monitoring-aws-samples
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: monitoring
Source: https://github.com/aws-samples/sample-agent-greenhouse/tree/main/src/platform_agent/plato/skills/monitoring
Command: npx skills add https://github.com/aws-samples/sample-agent-greenhouse --skill monitoring-aws-samples

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Production monitoring and observability setup for AgentCore deployments, enabling reliable operation and faster incident response.

Core Features & Use Cases

  • Instrumentation of metrics, logs, and traces for AgentCore agents
  • Configurable CloudWatch alarms, dashboards, and runbooks for common incidents
  • Reference guides loaded on demand to tailor monitoring to deployment needs

Quick Start

Enable basic CloudWatch metrics and a default alert for a new AgentCore deployment.

Frequently Asked Questions about monitoring

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

FAQPage Schema
How do I set up production monitoring and observability for AgentCore deployments?▼

Production monitoring for AgentCore deployments is set up by automating structured instrumentation of metrics, logs, and traces. This Skill applies predefined metric templates and alerting patterns to configure reliable observability across multiple domain agents.

Can I configure CloudWatch alarms and dashboards for multiple domain agents?▼

Yes, you can configure CloudWatch alarms and dashboards across multiple domain agents. The Skill provides configurable alarms, dashboarding templates, and on-demand reference guides tailored to fit specific AgentCore deployment needs.

What is the best way to diagnose production issues and incidents in AgentCore?▼

The best way to diagnose AgentCore production issues is by using configurable runbooks for common incidents alongside structured metric analysis. The Skill loads reference guides on demand to guide operators through issue diagnosis and resolution.

Do I need structured instrumentation to enable metrics and alerts for AgentCore?▼

Yes, structured instrumentation is required to enable metrics and alerts for AgentCore. The Skill relies on predefined metric templates and structured instrumentation to automatically establish observability and standard alerting configurations.

How does on-demand reference loading work for deployment monitoring?▼

On-demand reference loading works by providing tailored monitoring guidance whenever needed. The Skill loads specific reference guides to help operators apply appropriate metrics, logs, traces, and alerting patterns to their unique AgentCore deployment scenarios.

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