golang-design-patterns

Guide idiomatic Go design pattern selection for production systems.

4|Updated May 17, 2026
One-click install
npx skills add https://github.com/hellopoisonx/aim --skill golang-design-patterns-hellopoisonx
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: golang-design-patterns
Source: https://github.com/hellopoisonx/aim/tree/main/skills/golang-design-patterns
Command: npx skills add https://github.com/hellopoisonx/aim --skill golang-design-patterns-hellopoisonx

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Provides practical, idiomatic Go design patterns so you can structure production code with clearer APIs, safer resource handling, predictable shutdown, and robust resilience.

Core Features & Use Cases

  • Functional options for extensible constructor APIs with defaults and validation at construction time
  • Correct error-flow guidance (early returns, when to return errors vs when to panic)
  • Resource and lifecycle best practices (defer Close immediately, runtime.AddCleanup over SetFinalizer, graceful shutdown patterns)
  • Resilience and limits (timeouts for external calls, retry with context cancellation checks, bounded pools)
  • Data-handling and efficiency idioms (streaming/iterators to avoid OOM, correct string/[]byte usage, compile regex once)
  • Architecture right-sizing (avoid premature complexity; keep domain pure; choose the right architecture style)

Quick Start

Ask the AI to recommend the smallest idiomatic Go pattern for your specific problem—such as designing a constructor API with functional options or planning graceful shutdown—while following timeouts, bounded resources, and early error returns.

Frequently Asked Questions about golang-design-patterns

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I implement functional options for a Go constructor API?

Functional options let you configure Go constructors with defaults and validation at creation time. You define option functions that modify internal state, ensuring extensible public APIs without parameter bloat or breaking changes.

What is the best way to handle graceful shutdown and resource cleanup in Go?

Graceful shutdown in Go requires deferring Close immediately after resource acquisition and using context cancellation for long-running processes. The runtime.AddCleanup method is preferred over SetFinalizer for safe lifecycle management.

How do I implement context-aware retry and backoff for external calls in Go?

Context-aware retry in Go uses bounded backoff loops that check context cancellation before each attempt. You wrap external calls with timeouts and ensure retries respect the parent context deadline to prevent cascading failures.

When should I use streaming iterators instead of loading all data in Go?

Use streaming iterators in Go when processing large datasets to avoid out-of-memory errors. This pattern processes data in chunks rather than allocating everything in memory, pairing with compile-regex-once and correct string-to-byte conversions for efficiency.

When should I return an error versus panic in Go production code?

Return errors for expected failure conditions in Go APIs, using early returns to keep flow clear. Reserve panic for truly unrecoverable states, keeping domain logic pure and avoiding init() abuse for explicit initialization.

Does this Go design pattern guidance apply to microservices with bounded pools?

Yes, these Go patterns target production systems including microservices, covering bounded resource pools, timeout enforcement for external calls, and architecture right-sizing to avoid premature complexity in distributed environments.