Agent skill · data analytics · jeremylongshore
detecting-memory-leaks
Detect potential memory leaks and analyze memory usage patterns in code.
Why this skill is useful
Adds specific analysis patterns and reporting for detecting memory leaks that the AI wouldn't reliably generate on its own.
What it needs
Requires heapdump, valgrind installed locally. About 2k tokens when loaded. Last updated 2026-08-07. 2,604 stars on the source repository.
What this skill does
Memory Leak Detector Detect and diagnose memory leaks in Node.js, Python, and JVM applications by analyzing event listeners, closures, unbounded caches, and retained references. Overview This skill helps you identify and resolve memory leaks in your code. By analyzing your code for common memory leak patterns, it can help you improve the performance and stability of your application. How It Works 1. Initiate Analysis: The user requests memory leak detection. 2. Code Analysis: The plugin analyzes the codebase for potential memory leak patterns. 3. Report Generation: The plugin generates a report detailing potential memory leaks and recommended fixes. When to Use This Skill This skill activates when you need to: Detect potential memory leaks in your application. Analyze memory usage patterns to identify performance bottlenecks. Troubleshoot performance issues related to memory leaks. Examples Example 1: Identifying Event Listener Leaks User request: "detect memory leaks in my event handling code" The skill will: 1. Analyze the code for unremoved event listeners. 2. Generate a report highlighting potential event listener leaks and suggesting how to properly remove them. Example 2: Analyzing Cache Growth User request: "analyze memory usage to find excessive cache growth" The skill will: 1. Analyze cache implementations for unbounded growth. 2. Identify caches that are not properly managed and recommend strategies for limiting their size. Best Practices Code Review: Always review the reported potential leaks to ensure they are genuine issues. Regular Analysis: Incorporate memory leak detection into your regular development workflow. Targeted Analysis: Focus your analysis on specific areas of your code that are known to be memory-intensive. Integration This skill can be used in conjunction with other performance analysis tools to provide a comprehensive view of application performance. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills jeremylongshore/detecting-memory-leaks