detecting-data-anomalies/

detecting-data-anomalies

Process identify anomalies and outliers in datasets using machine learning algorithms.

detecting data anomalies

Content Preview

---
name: detecting-data-anomalies
description: |
  Process identify anomalies and outliers in datasets using machine learning algorithms.
  Use when analyzing data for unusual patterns, outliers, or unexpected deviations from normal behavior.
  Trigger with phrases like "detect anomalies", "find outliers", or "identify unusual patterns".
  
allowed-tools: Read, Bash(python:*), Grep, Glob
version: 1.0.0
author: Jeremy Longshore <[email protected]>
license: MIT
compatible-with: claude-cod

How to Use

Recommended: Install to project (local)

mkdir -p .claude/skills
curl -o .claude/skills/detecting-data-anomalies.md \
  https://raw.githubusercontent.com/jeremylongshore/claude-code-plugins-plus-skills/main/plugins/ai-ml/anomaly-detection-system/skills/detecting-data-anomalies/SKILL.md

Skill is scoped to this project only. Add .claude/skills/ to your .gitignoreif you don't want to commit it.

Alternative: Clone full repo

git clone https://github.com/jeremylongshore/claude-code-plugins-plus-skills

Then reference at plugins/ai-ml/anomaly-detection-system/skills/detecting-data-anomalies/SKILL.md

Related Skills

Detecting Performance Bottlenecks

This skill enables Claude to detect and resolve performance bottlenecks in applications. It analyzes CPU, memory, I/O, and database performance to identify areas of concern. Use this skill when you need to diagnose slow application performance, optimize resource usage, or proactively prevent perform

skill-adapterdetecting performance bottlenecks

by jeremylongshore · plugins-plus-skills

Detecting Database Deadlocks

This skill uses the database-deadlock-detector plugin to detect, analyze, and prevent database deadlocks. It monitors database lock contention, analyzes transaction patterns, and suggests resolution strategies. Use this skill when the user asks to "detect database deadlocks", "analyze deadlock cause

skill-adapterdetecting database deadlocks

by jeremylongshore · plugins-plus-skills

Detecting Memory Leaks

This skill enables Claude to detect potential memory leaks and analyze memory usage patterns in code. It is triggered when the user requests "detect memory leaks", "analyze memory usage", or similar phrases related to memory leak detection and performance analysis. The skill identifies potential iss

skill-adapterdetecting memory leaks

by jeremylongshore · plugins-plus-skills

Detecting Performance Regressions

This skill enables Claude to automatically detect performance regressions in a CI/CD pipeline. It analyzes performance metrics, such as response time and throughput, and compares them against baselines or thresholds. Use this skill when the user requests to "detect performance regressions", "analyze

skill-adapterdetecting performance regressions

by jeremylongshore · plugins-plus-skills