Agent skill · data analytics · jeremylongshore
anomaly-detector
Detect anomaly detector operations. Auto-activating skill for Data Analytics.
Why this skill is useful
Provides specific guidance and configurations for anomaly detection that the AI wouldn't reliably generate on its own.
What it needs
About 1k tokens when loaded. Last updated 2026-08-07. 2,604 stars on the source repository.
What this skill does
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 Error Cause Solution ------- ------- ---------- Configuration invalid Missing required fields Check documentation for required parameters Tool not found Dependency not installed Install required tools per prerequisites Permission denied Insufficient access Verify 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
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills jeremylongshore/anomaly-detector