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elastic avatar

Observability Service Health

elastic/agent-skills
2.5k installs546 stars
Summary

This connects Claude to Elastic's APM and Observability APIs so it can assess service health for you. It checks SLOs, firing alerts, ML anomalies, throughput, latency percentiles, error rates, and dependency health using ES|QL queries against APM indices. Honestly most useful when you're triaging production issues and want an AI to correlate multiple health signals instead of clicking through Kibana dashboards yourself. It pulls from the Kibana repo for APM-specific logic, which means it understands the domain model rather than just blindly querying metrics. From Elastic's official agent skills collection, so the integration patterns should be solid.

Install to Claude Code

npx -y skills add elastic/agent-skills --skill observability-service-health --agent claude-code

Installs into .claude/skills of the current project.

CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Lid closed, agents working
Lid closed, agents working
Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Block distraction from your iPhone for freeBlock distraction from your iPhone for free
Block distraction from your iPhone for free
Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →
CodeHealth MCP ServerCodeHealth MCP Server
CodeHealth MCP Server
Protect your code quality, stop the AI 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 →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Lid closed, agents working
Lid closed, agents working
Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Block distraction from your iPhone for freeBlock distraction from your iPhone for free
Block distraction from your iPhone for free
Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →
CodeHealth MCP ServerCodeHealth MCP Server
CodeHealth MCP Server
Protect your code quality, stop the AI 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 →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
Lid closed, agents working
Lid closed, agents working
Keeps your Mac awake while Claude Code, Codex or Cursor works. Lets it sleep when they are done.
Try free for 7 days →
AppSignal
AppSignal
Monitor with ease. Code with confidence.
Start Free Trial →
Agent, connect blockchain
Agent, connect blockchain
Connect your Claude agent to live crypto prices and trading routes via 1inch
Get the MCP →
Block distraction from your iPhone for freeBlock distraction from your iPhone for free
Block distraction from your iPhone for free
Block distracting apps from your iPhone permanently without a 3rd party app. Free and open source.
Block now (100% free) →
CodeHealth MCP ServerCodeHealth MCP Server
CodeHealth MCP Server
Protect your code quality, stop the AI 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 →
Open Steps
Open Steps
Free an open-source skills that make AI coding agents easier to understand, verify, and control.
Download for free →
Categories
DevOps & CI/CDAI & Agent BuildingData Science & MLDebugging
First SeenMay 16, 2026
View on GitHub

More from elastic/agent-skills

All 57 skills →
  • Observability Llm Obs2.5k
  • Kibana Audit2.5k
  • Security Alert Triage2.5k
  • Observability Manage Slos2.5k
  • Security Detection Rule Management2.5k
  • Cloud Network Security2.4k
  • Security Generate Security Sample Data2.4k
  • Cloud Manage Project2.4k
  • Cloud Setup2.4k
  • Observability Edot Python Instrument2.4k
  • Cloud Create Project2.4k
  • Observability Edot Java Instrument2.4k
  • Observability Edot Dotnet Instrument2.4k
  • Cloud Access Management2.4k
  • Observability Edot Dotnet Migrate2.4k
  • Observability Edot Python Migrate2.4k
  • Observability Edot Java Migrate2.3k
  • Kibana Anomaly Detection1.7k
  • Observability K8s Investigation1.6k
  • Cloud Access Management
  • Kibana Agent Builder
  • Security Alert Triage
  • Security Case Management
  • Cloud Create Project

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yaklang avatar
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Sandbox escape playbook. Use when breaking out of Python sandbox, Lua sandbox, seccomp filter, chroot jail, container/Docker, browser sandbox, or namespace isolation to achieve unrestricted code execution or file access.
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elastic avatar
observability-edot-python-instrument

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Instrument a Python application with the Elastic Distribution of OpenTelemetry (EDOT) Python agent for automatic tracing, metrics, and logs. Use when adding observability to a Python service that has no existing APM agent.
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elastic avatar
observability-edot-java-instrument

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Instrument a Java application with the Elastic Distribution of OpenTelemetry (EDOT) Java agent for automatic tracing, metrics, and logs. Use when adding observability to a Java service that has no existing APM agent.
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elastic avatar
observability-edot-dotnet-instrument

elastic/agent-skills

Instrument a .NET application with the Elastic Distribution of OpenTelemetry (EDOT) .NET SDK for automatic tracing, metrics, and logs. Use when adding observability to a .NET service that has no existing APM agent.
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elastic avatar
observability-edot-dotnet-migrate

elastic/agent-skills

Migrate a .NET application from the classic Elastic APM .NET agent to the EDOT .NET SDK. Use when switching from Elastic.Apm.* packages to Elastic.OpenTelemetry.
2.4k
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elastic avatar
observability-edot-python-migrate

elastic/agent-skills

Migrate a Python application from the classic Elastic APM Python agent to the EDOT Python agent. Use when switching from elastic-apm to elastic-opentelemetry.
2.4k
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