Concurrency Patterns

SkillAI & models

Implement thread-safe code, mutexes, semaphores, async/await patterns, and concurrent data structures. Use when handling parallel operations, race conditions, or building high-performance concurrent systems.

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What this skill tells your AI

The instructions your AI receives, as published by aj-geddes/useful-ai-prompts in skills/concurrency-patterns/SKILL.md and read by ahel’s review.

Table of Contents

  • Overview
  • When to Use
  • Quick Start
  • Reference Guides
  • Best Practices

Overview

Implement safe concurrent code using proper synchronization primitives and patterns for parallel execution.

When to Use

  • Multi-threaded applications
  • Parallel data processing
  • Race condition prevention
  • Resource pooling
  • Task coordination
  • High-performance systems
  • Async operations
  • Worker pools

Quick Start

Minimal working example:

class PromisePool {
  private queue: Array<() => Promise<any>> = [];
  private active = 0;

  constructor(private concurrency: number) {}

  async add<T>(fn: () => Promise<T>): Promise<T> {
    while (this.active >= this.concurrency) {
      await this.waitForSlot();
    }

    this.active++;

    try {
      return await fn();
    } finally {
      this.active--;
    }
  }

  private async waitForSlot(): Promise<void> {
    return new Promise((resolve) => {
      const checkSlot = () => {
        if (this.active < this.concurrency) {
          resolve();
// ... (see reference guides for full implementation)

Reference Guides

Detailed implementations in the references/ directory:

GuideContents
Promise Pool (TypeScript)Promise Pool (TypeScript)
Mutex and Semaphore (TypeScript)Mutex and Semaphore (TypeScript)
Worker Pool (Node.js)Worker Pool (Node.js)
Python Threading PatternsPython Threading Patterns
Async Patterns (Python asyncio)Async Patterns (Python asyncio)
Go-Style Channels (Simulation)Go-Style Channels (Simulation)

Best Practices

✅ DO

  • Use proper synchronization primitives
  • Limit concurrency to avoid resource exhaustion
  • Handle errors in concurrent operations
  • Use immutable data when possible
  • Test concurrent code thoroughly
  • Profile concurrent performance
  • Document thread-safety guarantees

❌ DON'T

  • Share mutable state without synchronization
  • Use sleep/polling for coordination
  • Create unlimited threads/workers
  • Ignore race conditions
  • Block event loops in async code
  • Forget to clean up resources

Signals

GitHub stars
336
Forks
55
Last commit
Mar 2026
Advanced
Catalog kind
skill
Gateway key
concurrency-patterns
Source
github.com/aj-geddes/useful-ai-prompts