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Shah-Aayush
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java-spring-boot-review

Review Spring Boot Java code for dependency injection, JPA, transaction, and security issues.

Updated Aug 27, 2026
Search Tags:#code review#java#dependency injection#spring boot#jpa
One-click install
npx skills add https://github.com/Shah-Aayush/pr-reviewer --skill java-spring-boot-review
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: java-spring-boot-review
Source: https://github.com/Shah-Aayush/pr-reviewer/tree/main/shared-skills/java-spring-boot
Command: npx skills add https://github.com/Shah-Aayush/pr-reviewer --skill java-spring-boot-review

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates code reviews for Java applications using Spring Boot, identifying common issues and potential pitfalls.

Core Features & Use Cases

  • Dependency Injection Analysis: Detects issues with field injection, new on @Service classes, and mutable shared state.
  • JPA/Hibernate Checks: Flags N+1 queries, incorrect @Transactional usage, and issues with eager fetching.
  • Security Audits: Identifies missing authorization on endpoints, incorrect @PreAuthorize usage, and hardcoded secrets.
  • Error Handling and Concurrency: Ensures proper error handling, use of unchecked exceptions, and thread-safe practices.

Quick Start

Use the java-spring-boot-review skill to check for potential issues in your Spring Boot Java code.

Frequently Asked Questions about java-spring-boot-review

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

FAQPage Schema
How do I automate code review for Spring Boot Java applications?▼

Automating Spring Boot code review requires scanning .java files to identify dependency injection mistakes, JPA pitfalls, transaction boundary bugs, and security misconfigurations. It detects field injection, N+1 queries, and hardcoded secrets automatically.

What are common JPA and Hibernate pitfalls in Spring Boot projects?▼

Common JPA and Hibernate pitfalls in Spring Boot projects include N+1 queries, incorrect @Transactional usage, and eager fetching issues. Automated code review identifies these specific persistence layer problems to prevent performance degradation and data integrity violations.

How do I detect dependency injection mistakes in my Spring Boot code?▼

Detecting dependency injection mistakes in Spring Boot code requires analyzing .java files for field injection, using the new keyword on @Service classes, and maintaining mutable shared state. Automated review flags these structural issues to ensure proper inversion of control.

Can I check for security misconfigurations and hardcoded secrets in Spring Boot?▼

Checking for security misconfigurations in Spring Boot involves scanning .java files to identify missing authorization on endpoints, incorrect @PreAuthorize usage, and hardcoded secrets. Automated review targets these vulnerabilities to ensure endpoint protection and secure credential handling.

Does this Spring Boot code review process require access to my source code files?▼

Spring Boot code review requires access to .java files within the project directory structure. The process analyzes raw Java source code directly to identify dependency injection, JPA, transaction, and concurrency issues accurately.

What is the best way to find transaction boundary bugs in Spring Boot Java code?▼

The best way to find transaction boundary bugs in Spring Boot Java code is through automated review that analyzes @Transactional usage and JPA configurations. This approach identifies incorrect transaction demarcation and concurrency issues across .java files.

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