Data Lineage Guardian

This skill ensures that your data remains clean, compliant, and traceable from source to sink.

Capabilities

1. Lineage Mapping

• Automatically maps how data moves through databases, APIs, and frontend components.
• Visualizes "Data Provenance" to identify where a specific piece of information originated.

2. Quality & Compliance Monitoring

• Detects data drifts or corruption in the pipeline.
• Ensures PII (Personal Identifiable Information) is correctly handled or deleted across all systems to comply with privacy laws.

Usage

• "Map the lineage of the 'Customer Billing' data from the main DB to the frontend dashboard."
• "Verify if our data deletion process correctly clears all traces of a user in compliance with GDPR."

Knowledge Protocol

• This skill adheres to the knowledge/orchestration/knowledge-protocol.md. It automatically integrates Public, Confidential (Company/Client), and Personal knowledge tiers, prioritizing the most specific secrets while ensuring no leaks to public outputs.