Productivity

memory-leak-detection

aj-geddes/useful-ai-prompts · updated Apr 8, 2026

$npx skills add https://github.com/aj-geddes/useful-ai-prompts --skill memory-leak-detection
summary

Identify and fix memory leaks to prevent out-of-memory crashes and optimize application performance.

skill.md

Memory Leak Detection

Table of Contents

Overview

Identify and fix memory leaks to prevent out-of-memory crashes and optimize application performance.

When to Use

  • Memory usage growing over time
  • Out of memory (OOM) errors
  • Performance degradation
  • Container restarts
  • High memory consumption

Quick Start

Minimal working example:

import v8 from "v8";
import fs from "fs";

class MemoryProfiler {
  takeSnapshot(filename: string): void {
    const snapshot = v8.writeHeapSnapshot(filename);
    console.log(`Heap snapshot saved to ${snapshot}`);
  }

  getMemoryUsage(): NodeJS.MemoryUsage {
    return process.memoryUsage();
  }

  formatMemory(bytes: number): string {
    return `${(bytes / 1024 / 1024).toFixed(2)} MB`;
  }

  printMemoryUsage(): void {
    const usage = this.getMemoryUsage();

    console.log("Memory Usage:");
    console.log(`  RSS: ${this.formatMemory(usage.rss)}`);
    console.log(`  Heap Total: ${this.formatMemory(usage.heapTotal)}`);
    console.log(`  Heap Used: ${this.formatMemory(usage.heapUsed)}`);
    console.log(`  External: ${this.formatMemory(usage.external)}`);
// ... (see reference guides for full implementation)

Reference Guides

Detailed implementations in the references/ directory:

Guide Contents
Node.js Heap Snapshots Node.js Heap Snapshots
Memory Leak Detection Middleware Memory Leak Detection Middleware
Common Memory Leak Patterns Common Memory Leak Patterns
Python Memory Profiling Python Memory Profiling
WeakMap/WeakRef for Cache WeakMap/WeakRef for Cache
Memory Monitoring in Production Memory Monitoring in Production

Best Practices

✅ DO

  • Remove event listeners when done
  • Clear timers and intervals
  • Use WeakMap/WeakRef for caches
  • Limit cache sizes
  • Monitor memory in production
  • Profile regularly
  • Clean up after tests

❌ DON'T

  • Create circular references
  • Hold references to large objects unnecessarily
  • Forget to clean up resources
  • Ignore memory growth
  • Skip WeakMap for object caches