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aj-geddes/useful-ai-prompts563 installs

memory-leak-detection

Detect and fix memory leaks using heap snapshots, memory profiling, and leak detection tools. Use when investigating memory growth, OOM errors, or optimizing memory usage.

How do I install this agent skill?

npx skills add https://github.com/aj-geddes/useful-ai-prompts --skill memory-leak-detection
view source ↗

Is this agent skill safe to install?

  • Gen Agent Trust Hubpass

    This skill provides comprehensive guides and code snippets for detecting and fixing memory leaks in Node.js and Python applications. It includes patterns for heap snapshots, memory profiling, and monitoring best practices without any detected security risks.

  • Socketpass

    No alerts

  • Snykpass

    Risk: LOW · No issues

  • Runlayerpass

    1/9 files flagged

  • ZeroLeakspass

    Score: 93/100 · 2 sections analyzed

What does this agent skill do?

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:

GuideContents
Node.js Heap SnapshotsNode.js Heap Snapshots
Memory Leak Detection MiddlewareMemory Leak Detection Middleware
Common Memory Leak PatternsCommon Memory Leak Patterns
Python Memory ProfilingPython Memory Profiling
WeakMap/WeakRef for CacheWeakMap/WeakRef for Cache
Memory Monitoring in ProductionMemory 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

Add the canonical catalog link to the repository README so users can inspect current installs and available audits. The publishing guide covers the complete discovery path.

<a href="https://skillzs.dev/skills/aj-geddes/useful-ai-prompts/memory-leak-detection">View memory-leak-detection on skillZs</a>