Aws Observability

This one covers the full AWS observability stack: CloudWatch Logs Insights queries, alarms (including anomaly detection and that annoying INSUFFICIENT_DATA state), custom metrics with EMF, X-Ray tracing, and ADOT collector configuration. It's structured as a routing table that sends you straight to the relevant reference file, whether you're writing a Log Insights query with subqueries, setting up composite alarms, or migrating from X-Ray to ADOT. The troubleshooting guide leads with the five most common fixes, which is the right call. Works especially well with the AWS MCP server since you can run queries and validate configs directly. Honestly, if you're doing anything beyond basic CloudWatch dashboards, you'll want this loaded.

skills.sh installs: 10.7K
GitHub stars: 3.4K
last updated: Aug 21, 2026

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Install

$ npx -y skills add aws/agent-toolkit-for-aws --skill aws-observability --agent claude-code

Installs into .claude/skills of the current project.

Files

AWS Observability

Overview

Domain expertise for AWS observability across metrics, logs, and traces, for two products that share the CloudWatch name but are separate services with separate control planes, data models, and APIs:

SKILL.md on GitHub

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