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aws avatar

Aws Observability

aws/agent-toolkit-for-aws
5.6k installs2.3k stars
Summary

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.

Install to Claude Code

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

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
CodeScene MCP Server
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Categories
Testing & QASecurityDevOps & CI/CDAI & Agent BuildingDebuggingCloud & Infrastructure
First SeenMay 16, 2026
View on GitHub

More from aws/agent-toolkit-for-aws

All 56 skills →
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  • Exploring Data Catalog3.9k
  • Storing And Querying Vectors3.9k
  • Querying Data Lake3.9k
  • Ingesting Into Data Lake3.9k
  • Creating Data Lake Table3.9k
  • Finding Data Lake Assets3.9k
  • Creating Secrets Using Best Practices3.8k
  • Connecting Lambda To Api Gateway3.8k
  • Aws Amplify3.8k
  • Aws Sdk Swift Usage3.7k
  • Troubleshooting Application Failures3.7k
  • Connecting Lambda To Dynamodb3.7k
  • Troubleshooting S3 Files3.6k
  • Configuring Vpc Endpoints For Private Aws Service Access3.6k

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