TacoSkill LABTacoSkill LAB

The full-lifecycle AI skills platform.

Product

  • SkillHub
  • Playground
  • Skill Create
  • SkillKit

Resources

  • Privacy
  • Terms
  • About

Platforms

  • Claude Code
  • Cursor
  • Codex CLI
  • Gemini CLI
  • OpenCode

© 2026 TacoSkill LAB. All rights reserved.

TacoSkill LAB
TacoSkill LAB
HomeSkillHubCreatePlaygroundSkillKit
  1. Home
  2. /
  3. SkillHub
  4. /
  5. async-python-patterns
Improve

async-python-patterns

8.1

by wshobson

111Favorites
379Upvotes
0Downvotes

Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations.

async

8.1

Rating

0

Installs

Backend Development

Category

Quick Review

This is a high-quality, comprehensive skill for Python asyncio patterns. The description clearly communicates when to use the skill (async APIs, I/O-bound apps, concurrent systems). The task knowledge is excellent—10 detailed patterns from basic to advanced, real-world examples (web scraping, database ops, WebSocket server), performance best practices, common pitfalls, and testing guidance. All code is runnable and well-commented. Structure is good but could be improved: the single SKILL.md is quite long (500+ lines); splitting advanced patterns, real-world applications, and performance tips into separate referenced files would reduce clutter and improve navigability. Novelty is solid: async/await patterns, producer-consumer, semaphores, and proper cancellation handling are non-trivial and would consume many tokens for a CLI agent to implement correctly from scratch. The skill meaningfully reduces token cost and implementation risk for async Python development.

LLM Signals

Description coverage9
Task knowledge10
Structure7
Novelty7

GitHub Signals

26,432
2,921
268
15
Last commit 3 days ago

Publisher

wshobson

wshobson

Skill Author

Related Skills

sql-prodotnet-core-expertarchitecture-designer

Loading SKILL.md…

Try onlineView on GitHub

Publisher

wshobson avatar
wshobson

Skill Author

Related Skills

sql-pro

Jeffallan

6.4

dotnet-core-expert

Jeffallan

6.4

architecture-designer

Jeffallan

6.2

websocket-engineer

Jeffallan

6.4
Try online