mcpField
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anomaly-detector

anomaly-detector

github.com/jeremylongshoreData & databases2.9k40 installsUpdated 2d ago
Repository

About anomaly-detector

A data analytics skill for anomaly-detector tasks, offering step-by-step guidance, code and configuration generation, and output checks. It is intended for requests involving anomaly detection as well as SQL, visualization, statistics, or business intelligence.

Key features

  1. 01Step-by-step anomaly guidance
  2. 02Industry patterns and practices
  3. 03Code and configuration generation
  4. 04Common-standard output checks

Use cases

  1. 01Getting anomaly-pattern advice
  2. 02Generating analytics code or configuration
  3. 03Checking outputs against common standards

Install

Copy the command and run it in a terminal.

$npx skills add https://github.com/jeremylongshore/tons-of-skills-marketplace --skill anomaly-detector

After installing, type/anomaly-detectorin Claude Code to confirm it loaded.

Details

From the project README

Anomaly Detector

Overview

This skill provides automated assistance for anomaly detector tasks within the Data Analytics domain.

When to Use

This skill activates automatically when you:

  • Mention "anomaly detector" in your request
  • Ask about anomaly detector patterns or best practices
  • Need help with data analytics skills covering sql queries, data visualization, statistical analysis, and business intelligence.

Instructions

  1. Provides step-by-step guidance for anomaly detector
  2. Follows industry best practices and patterns
  3. Generates production-ready code and configurations
  4. Validates outputs against common standards

Examples

Example: Basic Usage Request: "Help me with anomaly detector" Result: Provides step-by-step guidance and generates appropriate configurations

Prerequisites

  • Relevant development environment configured
  • Access to necessary tools and services
  • Basic understanding of data analytics concepts

Output

  • Generated configurations and code
  • Best practice recommendations
  • Validation results

Error Handling

ErrorCauseSolution
Configuration invalidMissing required fieldsCheck documentation for required parameters
Tool not foundDependency not installedInstall required tools per prerequisites
Permission deniedInsufficient accessVerify credentials and permissions

Resources

  • Official documentation for related tools
  • Best practices guides
  • Community examples and tutorials

Related Skills

Part of the Data Analytics skill category. Tags: sql, analytics, visualization, statistics, bi

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