How does it handle internationalization?

The skill automatically joins primary IDs with I18n tables (like MstEventI18n) to include human-readable Japanese names alongside technical IDs in the final reports.

Does it support data modification?

No, this skill is designed for read-only extraction, analysis, and reporting to ensure the integrity and safety of the source master data.

Is DuckDB required to use this skill?

While basic extraction works via shell scripts, DuckDB is recommended for advanced analysis, allowing you to perform complex SQL queries and JOINs on the extracted CSVs.

Can I use this for any master data project?

This skill is specifically tailored for the GLOW project folder structure and naming conventions, but its methodology can be adapted for other master data schemas.

What formats does this skill export?

The skill exports data as table-specific CSV files, detailed statistical JSON files (summary and table-level), and a structured Markdown report for easy sharing.

Master Data Release Key Reporter

Name: Master Data Release Key Reporter
Author: Wonderplanet

byWonderplanet

Database Management

Automates the extraction, analysis, and reporting of project-specific master data based on unique release keys.

About

This skill streamlines the process of auditing and documenting master data changes within the GLOW project. By providing a release key, it automatically scans over 90 tables to isolate relevant records, generates localized CSV exports, and compiles comprehensive statistical JSON data. It features integrated DuckDB support for complex SQL analysis—including JOINs with internationalization (I18n) tables—and produces professional Markdown reports that bridge the gap between technical data entry and human-readable project summaries.

Key Features

Automated data extraction from 90+ master data tables using release keys
Generation of comprehensive statistical summaries in JSON format
Automatic I18n mapping to include Japanese names in reports for better readability
Standardized Markdown report generation for project documentation and reviews
Integrated DuckDB query support for complex SQL-based data analysis
0 GitHub stars

Use Cases

Reviewing all data records associated with a specific feature launch or update
Investigating data impact and dependencies across multiple tables before a release
Documenting live operation measures for stakeholder reporting and archival

About

Key Features

Automated data extraction from 90+ master data tables using release keys
Generation of comprehensive statistical summaries in JSON format
Automatic I18n mapping to include Japanese names in reports for better readability
Standardized Markdown report generation for project documentation and reviews
Integrated DuckDB query support for complex SQL-based data analysis
0 GitHub stars

Use Cases

Reviewing all data records associated with a specific feature launch or update
Investigating data impact and dependencies across multiple tables before a release
Documenting live operation measures for stakeholder reporting and archival