What types of questions can I ask about my data?

You can ask about table structures, column definitions, data lineage, PII locations, table relationships, and data quality metrics using plain English.

What should I do if the skill says intelligence is missing?

You need to trigger a metadata scan by running the /armor:analyze command on the specific asset to generate the necessary intelligence for answering questions.

Does this skill require direct access to my production data?

No, it interacts with metadata intelligence generated by AnomalyArmor, providing structural and lineage insights without needing to query your raw data directly.

How can I get structured data for automation?

Simply include 'as JSON' in your prompt. The skill will provide a structured response that can be easily parsed for use in other scripts or workflows.

AnomalyArmor Data Intelligence Ask

Name: AnomalyArmor Data Intelligence Ask
Author: anomalyarmor

byanomalyarmor

•

数据库管理

Queries database metadata and lineage using natural language to uncover table structures, PII, and data relationships.

The AnomalyArmor Ask skill provides a natural language interface for exploring your data assets, allowing developers to query complex database structures, metadata, and lineage without writing manual SQL. By leveraging AnomalyArmor Intelligence, the skill can identify PII, explain table relationships, and map upstream dependencies across your data stack. It is an essential tool for data observability, helping teams understand their data model, perform security audits, and accelerate onboarding by providing instant answers to questions about database purpose and data flow.

主要功能

01Comprehensive data quality and relationship analysis

021 GitHub stars

03Cross-database data lineage and dependency tracking

04Structured JSON output for data automation and scripting

05Natural language schema exploration and table descriptions

06Automated PII (Personally Identifiable Information) identification

使用场景

01Onboarding developers to unfamiliar databases by explaining table purposes and structures

02Identifying sensitive customer data and PII locations for security compliance

03Mapping complex data flows and dependencies during system migrations

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add anomalyarmor/agents ask

For use in Claude.ai and ChatGPT

Download Skill