A14 — Concurrency & Transaction Audit

Detect concurrency and transaction boundary issues in Java Spring applications.

2|Updated Apr 11, 2026
One-click install
npx skills add https://github.com/shivpathakvw/springinsight --skill a14-concurrency-transaction-audit
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: A14 — Concurrency & Transaction Audit
Source: https://github.com/shivpathakvw/springinsight/tree/main/skills/a14-concurrency
Command: npx skills add https://github.com/shivpathakvw/springinsight --skill a14-concurrency-transaction-audit

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps developers identify and remediate concurrency and transactional issues in Java applications, preventing data corruption and production incidents.

Core Features & Use Cases

  • Detect race conditions, deadlocks, and incorrect synchronization in multi-threaded code.
  • Identify missing or misused transaction boundaries, locking pitfalls, and long-running transactions.
  • Real-world use: audit Spring Boot services under concurrent load to reveal data integrity problems.

Quick Start

Provide your Java project (src/main/java) for automated concurrency auditing.

Frequently Asked Questions about A14 — Concurrency & Transaction Audit

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

FAQPage Schema
How do I detect race conditions and deadlocks in a Java Spring application?

Detect race conditions and deadlocks in a Java Spring application by auditing multi-threaded services, repositories, and schedulers to identify incorrect synchronization and locking anti-patterns under varying traffic profiles. This process reveals potential data integrity flaws before production deployment.

Why does my Spring Boot service have missing @Transactional boundaries?

Spring Boot services have missing @Transactional boundaries when transaction scopes are incorrectly defined or omitted during multi-threaded execution. Auditing the Java source code identifies these missing annotations alongside incorrect readOnly usage and long-running transactions.

How do I audit long-running transactions in Java multi-threaded schedulers?

Audit long-running transactions in Java multi-threaded schedulers by analyzing the src/main/java directory to map transaction boundaries and concurrency flaws. The audit reports incorrect readOnly usage and locking pitfalls that degrade performance under concurrent load.

Can I use an automated audit to find locking anti-patterns in Java repositories?

Yes, you can use an automated audit to find locking anti-patterns in Java repositories by evaluating the source code for synchronization flaws. It detects incorrect transaction boundaries and locking pitfalls across services and schedulers handling concurrent traffic.

What is the best way to prevent data corruption from concurrency issues in Spring Boot?

The best way to prevent data corruption from concurrency issues in Spring Boot is executing a comprehensive audit of transactional boundaries and multi-threaded code. This identifies race conditions, deadlocks, and missing @Transactional annotations before they cause production incidents.