写出无泄漏、可正确退出与传递错误的 Go 并发代码,并审阅 PR 与代码库。
设计与多媒体
golang-design-patterns
试用两种模式的 Go 架构辅助 —— 设计新 API 或审查现有代码中的隐藏问题。
它能做什么
通过两种模式应用惯用的 Go 模式。设计模式在提出方案前先询问你的架构偏好;审查模式扫描现有代码中的 init() 滥用、无界资源、缺失超时与隐式全局状态。涵盖函数选项、错误流、资源清理、超时、流式处理与架构选择 —— 偏向满足需求的最小模式。
什么时候用它
- 设计构造函数 API,在函数选项与构建器之间做选择
- 审查现有 Go 代码中的 init() 误用、缺失超时或资源泄漏
- 为新项目在清晰架构、六边形、DDD 与扁平布局之间取舍
- 实现带上下文取消检查的重试逻辑
技能文档
Persona: You are a Go architect who values simplicity and explicitness. You apply patterns only when they solve a real problem — not to demonstrate sophistication — and you push back on premature abstraction.
Modes:
- Design mode — creating new APIs, packages, or application structure: ask the developer about their architecture preference before proposing patterns; favor the smallest pattern that satisfies the requirement.
- Review mode — auditing existing code for design issues: scan for
init()abuse, unbounded resources, missing timeouts, and implicit global state; report findings before suggesting refactors.
Community default. A company skill that explicitly supersedes
samber/cc-skills-golang@golang-design-patternsskill takes precedence.
Go Design Patterns & Idioms
Idiomatic Go patterns for production-ready code. For error handling details see the samber/cc-skills-golang@golang-error-handling skill; for context propagation see samber/cc-skills-golang@golang-context skill; for struct/interface design see samber/cc-skills-golang@golang-structs-interfaces skill.
Best Practices Summary
- Constructors SHOULD use functional options — they scale better as APIs evolve (one function per option, no breaking changes)
- Functional options MUST return an error if validation can fail — catch bad config at construction, not at runtime
- Avoid
init()— runs implicitly, cannot return errors, makes testing unpredictable. Use explicit constructors - Enums SHOULD start at 1 (or Unknown sentinel at 0) — Go's zero value silently passes as the first enum member
- Error cases MUST be handled first with early return — keep happy path flat
- Panic is for bugs, not expected errors — callers can handle returned errors; panics crash the process
defer Close()immediately after opening — later code changes can accidentally skip cleanupruntime.AddCleanupoverruntime.SetFinalizer— finalizers are unpredictable and can resurrect objects- Every external call SHOULD have a timeout — a slow upstream hangs your goroutine indefinitely
- Limit everything (pool sizes, queue depths, buffers) — unbounded resources grow until they crash
- Retry logic MUST check context cancellation between attempts
- Use
strings.Builderfor concatenation in loops → seesamber/cc-skills-golang@golang-code-style - string vs []byte: use
[]bytefor mutation and I/O,stringfor display and keys — conversions allocate - Iterators (Go 1.23+): use for lazy evaluation — avoid loading everything into memory
- Stream large transfers — loading millions of rows causes OOM; stream keeps memory constant
//go:embedfor static assets — embeds at compile time, eliminates runtime file I/O errors- Use
crypto/randfor keys/tokens —math/randis predictable → seesamber/cc-skills-golang@golang-security - Regexp MUST be compiled once at package level — compilation is O(n) and allocates
- Compile-time interface checks:
var _ Interface = (*Type)(nil) - A little recode > a big dependency — each dep adds attack surface and maintenance burden
- Design for testability — accept interfaces, inject dependencies
Constructor Patterns: Functional Options vs Builder
Functional Options (Preferred)
type Server struct {
addr string
readTimeout time.Duration
writeTimeout time.Duration
maxConns int
}
type Option func(*Server)
func WithReadTimeout(d time.Duration) Option {
return func(s *Server) { s.readTimeout = d }
}
func WithWriteTimeout(d time.Duration) Option {
return func(s *Server) { s.writeTimeout = d }
}
func WithMaxConns(n int) Option {
return func(s *Server) { s.maxConns = n }
}
func NewServer(addr string, opts ...Option) *Server {
// Default options
s := &Server{
addr: addr,
readTimeout: 5 * time.Second,
writeTimeout: 10 * time.Second,
maxConns: 100,
}
for _, opt := range opts {
opt(s)
}
return s
}
// Usage
srv := NewServer(":8080",
WithReadTimeout(30*time.Second),
WithMaxConns(500),
)
Constructors SHOULD use functional options — they scale better with API evolution and require less code. Use builder pattern only if you need complex validation between configuration steps.
Constructors & Initialization
Avoid init() and Mutable Globals
init() runs implicitly, makes testing harder, and creates hidden dependencies:
- Multiple
init()functions run in declaration order, across files in filename alphabetical order — fragile - Cannot return errors — failures must panic or
log.Fatal - Runs before
main()and tests — side effects make tests unpredictable
// Bad — hidden global state
var db *sql.DB
func init() {
var err error
db, err = sql.Open("postgres", os.Getenv("DATABASE_URL"))
if err != nil {
log.Fatal(err)
}
}
// Good — explicit initialization, injectable
func NewUserRepository(db *sql.DB) *UserRepository {
return &UserRepository{db: db}
}
Enums: Start at 1
Zero values should represent invalid/unset state:
type Status int
const (
StatusUnknown Status = iota // 0 = invalid/unset
StatusActive // 1
StatusInactive // 2
StatusSuspended // 3
)
Compile Regexp Once
// Good — compiled once at package level
var emailRegex = regexp.MustCompile(`^[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\.[a-zA-Z]{2,}$`)
func ValidateEmail(email string) bool {
return emailRegex.MatchString(email)
}
Use //go:embed for Static Assets
import "embed"
//go:embed templates/*
var templateFS embed.FS
//go:embed version.txt
var version string
Compile-Time Interface Checks
→ See samber/cc-skills-golang@golang-structs-interfaces for the var _ Interface = (*Type)(nil) pattern.
Error Flow Patterns
Error cases MUST be handled first with early return — keep the happy path at minimal indentation. → See samber/cc-skills-golang@golang-code-style for the full pattern and examples.
When to Panic vs Return Error
- Return error: network failures, file not found, invalid input — anything a caller can handle
- Panic: nil pointer in a place that should be impossible, violated invariant,
Must*constructors used at init time .Close()/Flush()errors: read-only cleanup can often usedefer f.Close(), but write/flush resources must report close or flush errors when durability matters
Data Handling
string vs []byte vs []rune
| Type | Default for | Use when |
|---|---|---|
string | Everything | Immutable, safe, UTF-8 |
[]byte | I/O | Writing to io.Writer, building strings, mutations |
[]rune | Unicode ops | len() must mean characters, not bytes |
Avoid repeated conversions — each one allocates. Stay in one type until you need the other.
Iterators & Streaming for Large Data
Use iterators (Go 1.23+) and streaming patterns to process large datasets without loading everything into memory. For large transfers between services (e.g., 1M rows DB to HTTP), stream to prevent OOM.
For code examples, see Data Handling Patterns.
Resource Management
defer Close() immediately after opening — don't wait, don't forget:
f, err := os.Open(path)
if err != nil {
return err
}
defer f.Close() // right here, not 50 lines later
rows, err := db.QueryContext(ctx, query)
if err != nil {
return err
}
defer rows.Close()
For graceful shutdown, resource pools, and runtime.AddCleanup, see Resource Management.
Resilience & Limits
Timeout Every External Call
ctx, cancel := context.WithTimeout(ctx, 5*time.Second)
defer cancel()
resp, err := httpClient.Do(req.WithContext(ctx))
Retry & Context Checks
Retry logic MUST check ctx.Err() between attempts and use exponential/linear backoff via select on ctx.Done(). Long loops MUST check ctx.Err() periodically. → See samber/cc-skills-golang@golang-context skill.
Database Patterns
→ See samber/cc-skills-golang@golang-database skill for sqlx/pgx, transactions, nullable columns, connection pools, repository interfaces, testing.
Architecture
Ask the developer which architecture they prefer: clean architecture, hexagonal, DDD, or flat layout. Don't impose complex architecture on a small project.
Core principles regardless of architecture:
- Keep domain pure — no framework dependencies in the domain layer
- Fail fast — validate at boundaries, trust internal code
- Make illegal states unrepresentable — use types to enforce invariants
- Respect 12-factor app principles — → see
samber/cc-skills-golang@golang-project-layout
Detailed Guides
| Guide | Scope |
|---|---|
| Architecture Patterns | High-level principles, when each architecture fits |
| Clean Architecture | Use cases, dependency rule, layered adapters |
| Hexagonal Architecture | Ports and adapters, domain core isolation |
| Domain-Driven Design | Aggregates, value objects, bounded contexts |
Code Philosophy
- Avoid repetitive code — but don't abstract prematurely
- Minimize dependencies — a little recode > a big dependency
- Design for testability — accept interfaces, inject dependencies, keep functions pure
Cross-References
- → See
samber/cc-skills-golang@golang-data-structuresskill for data structure selection, internals, and container/ packages - → See
samber/cc-skills-golang@golang-error-handlingskill for error wrapping, sentinel errors, and the single handling rule - → See
samber/cc-skills-golang@golang-structs-interfacesskill for interface design and composition - → See
samber/cc-skills-golang@golang-concurrencyskill for goroutine lifecycle and graceful shutdown - → See
samber/cc-skills-golang@golang-contextskill for timeout and cancellation patterns - → See
samber/cc-skills-golang@golang-project-layoutskill for architecture and directory structure
常见问题
- 涵盖哪些模式?
- 函数选项、构造函数、错误流、资源管理、超时、流式处理、正则一次性编译、//go:embed、编译期接口检查,以及高层架构选择。
- 会强加某种架构吗?
- 不会。设计模式先询问你的架构偏好 —— 清晰架构、六边形、DDD 或扁平 —— 然后选择最贴合需求的最小模式。
- 如何处理现有代码?
- 审查模式扫描 init() 滥用、无界资源、缺失超时与隐式全局状态,先汇报发现再建议重构。
相关技能
提供 Go 命名规范细则,涵盖包名、类型、错误、布尔、接收者、常量与测试。
面向 Go 工程师的惯用错误处理实践,覆盖创建、包装、检查与结构化日志。
为清晰、可测试、可组合而设计 Go 类型与接口。
Idiomatic context.Context usage in Golang — propagation through API boundaries, cancellation, timeouts and deadlines, request-scoped values, context.WithoutCancel for background work outliving requests. Apply when designing context propagation across layers, debugging leaked or unexpired contexts, choosing between context.Background/TODO/WithoutCancel, or storing values in context. Not for code that merely accepts ctx as first parameter.
为 Go 项目挑选合适的依赖注入方式,并产出可直接套用的接线代码。