---
title: "Monitoring Expert - Air Market"
description: "When something goes wrong in production, you need logs, numbers and traces that actually tell you where. This sets up that visibility: dashboards, alerts, structured logs, and tracing across services…"
canonical: "https://airmarket.ai/app/monitoring-expert"
---

[Air Market](/) / [IT & Ops](/category/ops) / Monitoring Expert

Skill by [Jeffallan](/@jeffallan)

# Monitoring Expert

See what your service is doing before a user tells you

## What this does

When something goes wrong in production, you need logs, numbers and traces that actually tell you where. This sets up that visibility: dashboards, alerts, structured logs, and tracing across services. It also covers pushing a system hard on purpose to find where it slows down. Reach for it when you are flying blind or guessing at capacity.

### Top 3 things it does for you

- Add monitoring to a running service
- Build dashboards and alert rules
- Chase down a production problem in the logs

## Information

**Monitoring Expert at a glance**

|  |  |
| --- | --- |
| Kind | Skill |
| Publisher | [Jeffallan](/@jeffallan) |
| Category | [IT & Ops](/category/ops) |
| Works with | Agent Skills - an open standard supported by 40+ agents |
| Version | 1.1.0 |
| Size | 42 KB |
| Licence | MIT |
| Repository | [Jeffallan/claude-skills](https://github.com/Jeffallan/claude-skills/tree/5e8b6b8ff4007414f91f980771047b6136600c34/skills/monitoring-expert) |
| GitHub stars | 11,146 (as of Nov 2026) |

## Security report

**Verified.** AIR scanned this exact version of Monitoring Expert and recorded 0 findings and 3 flagged items. AIR's verdict: **safe**.

**What Monitoring Expert's check was run against**

|  |  |
| --- | --- |
| Commit | 5e8b6b8ff4007414f91f980771047b6136600c34 |
| Content hash | af36a3831745839a801685e385e2f44f000c9d031c035d1df67c3b5f669b2f5a |
| Files read | [Browse the files at this exact commit](https://github.com/Jeffallan/claude-skills/blob/5e8b6b8ff4007414f91f980771047b6136600c34/skills/monitoring-expert/SKILL.md) |

A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned.

[Read the full security report for Monitoring Expert](/security/monitoring-expert)

## About Monitoring Expert

Configures monitoring systems and structured logging pipelines, creates Prometheus and Grafana dashboards, defines alerting rules, and instruments distributed tracing. It stands up Prometheus/Grafana stacks, runs load tests, profiles applications, and plans infrastructure capacity.

Use it when adding observability to a service, debugging a production issue through logs, metrics or traces, running load tests with k6 or Artillery, profiling CPU or memory bottlenecks, or forecasting how much capacity you will need.

## What's inside

- SKILL.md - instructions
- references/alerting-rules.md - reference
- references/application-profiling.md - reference
- references/capacity-planning.md - reference
- references/dashboards.md - reference
- references/opentelemetry.md - reference
- references/performance-testing.md - reference
- references/prometheus-metrics.md - reference
- references/structured-logging.md - reference

## Questions

### Is Monitoring Expert safe to install?

AIR scanned this exact version of Monitoring Expert and recorded 0 findings and 3 flagged items. AIR's verdict: safe. The verdict is named by the content that was read, at commit 5e8b6b8ff400, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/monitoring-expert.

### How do I install Monitoring Expert?

Open https://airmarket.ai/app/monitoring-expert on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/Jeffallan/claude-skills/tree/5e8b6b8ff4007414f91f980771047b6136600c34/skills/monitoring-expert. Install from that link, not the branch.

## Related on Air Market

- [More IT & Ops listings](/category/ops)
- [Everything by Jeffallan](/@jeffallan)

---

Canonical URL: <https://airmarket.ai/app/monitoring-expert>