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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 →
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
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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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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observability-edot-dotnet-migrate

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