Is there a human-in-the-loop review process?

Absolutely. The skill categorizes suggestions by confidence levels (High, Medium, Low), allowing team members to review and approve sensitive tags before they are applied.

What compliance standards does it support?

It includes pre-built identification and tagging templates for GDPR, CCPA, HIPAA, SOX, and PCI-DSS data classification requirements.

How accurate is the Schema Auto-Tagger?

The skill provides 90%+ accuracy for high-confidence suggestions, utilizing pattern matching and metadata analysis across over 300 pre-defined detection rules.

Does this skill support automated workflows?

Yes, it includes Digdag workflow definitions for scheduled daily scans, auto-approvals, and programmatic tag application via the Treasure Data API.

Can I add custom rules for my specific business domain?

Yes, the skill supports a fully customizable YAML configuration where you can define your own patterns, confidence levels, and organizational tags.

Schema Auto-Tagger for Treasure Data

Name: Schema Auto-Tagger for Treasure Data
Author: treasure-data

bytreasure-data

•

Database Management

Automates metadata classification and policy tagging for Treasure Data schemas to ensure governance and compliance with minimal manual effort.

This skill automates the identification and tagging of new tables and columns within Treasure Data, utilizing over 300 pre-built rules to classify data by business domain, PII sensitivity, and regulatory requirements like GDPR or HIPAA. By providing a confidence-based approval workflow and integrating directly with Treasure Data APIs, it reduces manual data governance efforts by up to 80% while maintaining high accuracy and a full audit trail for enterprise compliance. It is ideal for data engineers and privacy officers managing large-scale data warehouses who need to maintain strict governance standards across evolving schemas.

Key Features

01Seamless automation via Digdag workflows and Slack notifications

02Confidence-based tagging workflow with high-accuracy auto-approval

0316 GitHub stars

04Intelligent PII and sensitive data recognition with 300+ pre-built rules

05Automated detection of new tables and columns in Treasure Data

06Comprehensive compliance tagging for GDPR, CCPA, HIPAA, and SOX

Use Cases

01Reducing manual overhead when managing governance across thousands of columns

02Establishing consistent business domain tagging across a distributed data warehouse

03Automatically classifying newly ingested data for regulatory compliance

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add treasure-data/td-skills schema-auto-tagger

For use in Claude.ai and ChatGPT

Download Skill