Does this skill help Claude understand my database better?

Absolutely. It builds a knowledge base of descriptions and relationships that Claude uses to accurately interpret your data when using the armor:ask command.

What prerequisites are needed to use this skill?

You need the AnomalyArmor Python SDK installed, an active API key configured, and at least one data source connected via the armor:connect command.

Can I analyze specific schemas instead of the whole database?

Yes, you can use the include_schemas parameter to specify a comma-separated list of schemas to analyze, such as 'public, analytics'.

When is it necessary to regenerate analysis?

You should regenerate intelligence after adding new tables/columns, making significant schema changes, or when the business context of your data evolves.

How long does the data analysis process take?

Analysis time depends on database size: small databases (<100 tables) typically take 1-2 minutes, while large databases (500+ tables) can take 5-15 minutes.

AnomalyArmor Data Intelligence

Name: AnomalyArmor Data Intelligence
Author: anomalyarmor

byanomalyarmor

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Analytics & Monitoring

Triggers AI-powered analysis to generate intelligence, schema descriptions, and knowledge bases for your data assets.

The AnomalyArmor Analyze skill automates the discovery and documentation of database schemas by generating AI-driven insights, including table and column descriptions, relationship detection, and business context inference. Designed for data observability, it transforms raw data assets into a structured knowledge base that Claude can use to answer complex questions or perform data operations. By providing deep metadata context and real-time job tracking, it ensures your AI agent remains synchronized with your latest database migrations and schema changes.

Key Features

01Automated intelligence generation for database assets

02Force-refresh capabilities to update context after schema changes

03Selective schema-level analysis for targeted insights

04Business context and relationship detection

051 GitHub stars

06Real-time job status tracking and progress monitoring

Use Cases

01Refreshing AI context after significant database migrations or schema updates

02Creating searchable documentation for complex table relationships and data types

03Generating an initial knowledge base for newly connected data warehouses

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add anomalyarmor/agents analyze

For use in Claude.ai and ChatGPT

Download Skill