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anomaly-detection

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Automate data anomaly detection and alerting.

Data & Analytics#monitoring#dbt#statistics#alerting#pipelines#data-quality#anomaly
Authornrakow
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Set up automated anomaly detection for data pipelines to detect volume spikes, freshness issues, and distribution shifts, helping you catch problems before they impact decisions.

Core Features & Use Cases

  • Proactive monitoring of data pipelines to catch volume spikes, data freshness issues, and distribution shifts.
  • Supports Elementary-based tests or custom SQL/statistical checks for flexible coverage.
  • Integrates with your data stack context to tailor alerts and thresholds to your environment.

Quick Start

Run the anomaly-detection workflow against your dbt project to enable automated monitoring.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: anomaly-detection
Download link: https://github.com/nrakow/ae-skills-dev/archive/main.zip#anomaly-detection

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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