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
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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

Discussion

Product Hunt–style comments (not star reviews)
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general reviews

Ratings

4.661 reviews
  • Harper Reddy· Dec 12, 2024

    Useful defaults in memory-leak-detection — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Chen Sharma· Dec 12, 2024

    memory-leak-detection has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • Chen Shah· Dec 8, 2024

    I recommend memory-leak-detection for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.

  • Michael Thompson· Dec 4, 2024

    memory-leak-detection is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Kiara Thomas· Nov 27, 2024

    Keeps context tight: memory-leak-detection is the kind of skill you can hand to a new teammate without a long onboarding doc.

  • Kaira Rahman· Nov 3, 2024

    We added memory-leak-detection from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • Nia Agarwal· Nov 3, 2024

    Solid pick for teams standardizing on skills: memory-leak-detection is focused, and the summary matches what you get after install.

  • Harper Torres· Oct 22, 2024

    Solid pick for teams standardizing on skills: memory-leak-detection is focused, and the summary matches what you get after install.

  • Kofi Ndlovu· Oct 22, 2024

    We added memory-leak-detection from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • Olivia Sharma· Oct 18, 2024

    Registry listing for memory-leak-detection matched our evaluation — installs cleanly and behaves as described in the markdown.

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