scalardb-review-code

Review Java code for ScalarDB correctness and best practices.

12|1|Updated Mar 23, 2026

Search Tags:#code review #best practices #Java #issue detection #ScalarDB

Ready to run

npx skills add https://github.com/wfukatsu/nexus-architect --skill scalardb-review-code

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: scalardb-review-code
Source: https://github.com/wfukatsu/nexus-architect/tree/main/skills/review-code
Command: npx skills add https://github.com/wfukatsu/nexus-architect --skill scalardb-review-code

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires java, scalardb, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the review of Java code that uses ScalarDB, checking for correctness, best practices, and potential issues.

Core Features & Use Cases

Automated Code Review: Reviews Java code for correctness and best practices using a 16-check rubric.
Exception Handling: Ensures proper exception handling order and transaction lifecycle.
API Usage: Checks for deprecated API usage and builder pattern compliance.
Use Case: Quickly identify and fix issues in Java code that interacts with ScalarDB, improving code quality and reducing risks.

Quick Start

Review the ScalarDB application code in 'src/main/java/' for correctness.

Frequently Asked Questions about scalardb-review-code

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I review Java code for ScalarDB best practices and correctness?▼

Automated code review for ScalarDB checks Java code against a 16-point rubric covering exception handling, transaction lifecycle, deprecated API usage, and builder patterns to ensure correctness and best practices.

What issues should I look for when handling ScalarDB transactions in Java?▼

You should look for incorrect exception handling order and improper transaction lifecycle management in ScalarDB Java code. An automated review Skill can detect these along with deprecated API usage and builder pattern violations.

Do I need a specific Java environment to run ScalarDB code reviews?▼

Yes, a Java development environment and the ScalarDB library are required to run automated code reviews. The tool analyzes Java source files in directories like 'src/main/java/' for correctness and best practices.

Can I detect deprecated ScalarDB API usage in my Java application?▼

Yes, automated code review can detect deprecated ScalarDB API usage in Java applications. The review checks for deprecated APIs, exception handling order, transaction lifecycle, and builder pattern compliance to improve code quality.

What is the best way to ensure ScalarDB builder pattern compliance in Java?▼

Automated code review is the best way to ensure ScalarDB builder pattern compliance in Java. It checks builder patterns as part of a 16-point rubric alongside exception handling, transaction lifecycle, and deprecated API usage.

Why does my ScalarDB transaction fail during code review checks?▼

ScalarDB transaction failures during code review often result from improper exception handling order or incorrect transaction lifecycle management. Automated review identifies these issues along with deprecated API usage and builder pattern violations.