# Analytics

> Analytics and observability skills for Azure monitoring Use when this capability is needed.

- Skill: `tomevault-io/analytics` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add tomevault-io/analytics`
- Raw SKILL.md: https://api.skillmd.com/api/skills/tomevault-io/analytics/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: DevOps & Infra
- Author: tomevault-io (https://skillmd.com/u/tomevault-io)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/tomevault-io/analytics

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# Analytics Skills

Skills for implementing observability, dashboards, and analytics on Azure.

## Available Skills

| Skill | Description | When to Use |
|-------|-------------|-------------|
| [kql](kql.md) | Generate KQL queries for Log Analytics | Querying logs and metrics |
| [dashboards](dashboards.md) | Create Azure Workbooks | Building monitoring dashboards |
| [metrics](metrics.md) | Define custom metrics | Tracking business KPIs |
| [alerts](alerts.md) | Configure Azure Monitor alerts | Setting up alerting |

## Azure Specialization

The analytics role is expert in Azure Monitor ecosystem:

- **Log Analytics**: KQL queries, workspace management
- **Application Insights**: APM, distributed tracing, availability tests
- **Azure Workbooks**: Interactive dashboards
- **Azure Monitor Alerts**: Action groups, smart detection
- **Azure Data Explorer**: Large-scale analytics

## Quick Reference

### KQL Basics

```kql
// Filter and project
requests
| where timestamp > ago(1h)
| where success == false
| project timestamp, name, resultCode, duration
| order by timestamp desc

// Aggregation
requests
| summarize count(), avg(duration) by bin(timestamp, 5m)
| render timechart
```

### Dashboard Structure

```
Dashboard
├── Overview Section
│   ├── Key metrics summary
│   └── Health status
├── Performance Section
│   ├── Response times
│   └── Throughput
├── Errors Section
│   ├── Error rate
│   └── Top errors
└── Resources Section
    ├── CPU/Memory
    └── Scaling events
```

---
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<!-- tomevault:4.0:skill_md:2026-04-11 -->