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Language-specific super-code guidelines for go.
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Language-specific super-code guidelines for go.
Optimize pull requests for quick approval and merging by ensuring clean diffs, comprehensive self-reviews, and structured documentation.
Frontend design entry point: direction, design system, visual philosophy. Use whenever building or touching the look of any web UI (components, pages, dashboards, React/Vue/HTML-CSS) or when the user says "make this look better", "fix the spacing/layout", or mentions styling, color, type, or polish.
Render the UI and prove it's balanced + usable: a deterministic layout audit (centroid / optical-center / pixel-oracle balance via explicit math + annotated screenshot) plus a vision-judged Nielsen usability audit by a separate fresh-eyes judge. The measurement layer taste-only design skills lack.
Automated visual tuning: a vision or video model rates rendered variants in a loop. Render several labeled variants into one artifact, ask the model to rate them and suggest better values, render the suggestions, ask it to pick the best, repeat until good — the model is the eye, you run the loop.
Human-in-the-loop web studio to tune AI-generated output by eye. Stand up a local interactive studio (sliders, pickers, drag handles) or an inline edit/highlight/comment annotation studio for prose & media, instead of guessing values or shipping a static comparison grid.
macOS screen recorder that captures the main display PLUS system audio via ScreenCaptureKit — no BlackHole/loopback driver, no sudo, just the standard Screen Recording permission. CLI-driven; fills the headless-screen-recording-with-system-sound gap QuickTime and `screencapture -v` can't.
| name | go |
| description | Language-specific super-code guidelines for go. |
| risk | safe |
| source | community |
| date_added | 2026-06-16 |
// ❌ Ignoring errors
result, _ := os.Open(path)
// ✅ — always handle; only use _ when error is provably irrelevant
result, err := os.Open(path)
if err != nil {
return fmt.Errorf("open %s: %w", path, err)
}
// ❌ Redundant error variable
err := doA()
if err != nil { return err }
err = doB()
if err != nil { return err }
// ✅ — each :=/: is fine; this is idiomatic Go. Don't try to "fix" it.
// What you CAN simplify: collapsing to one-liners where the if body is a single return
if err := doA(); err != nil { return err }
if err := doB(); err != nil { return err }
// ❌ Custom error type with no added value
type MyError struct{ msg string }
func (e MyError) Error() string { return e.msg }
// ✅ — use errors.New or fmt.Errorf unless callers need to inspect type
var ErrNotFound = errors.New("not found")
return fmt.Errorf("lookup %q: %w", key, ErrNotFound)
Wrap errors with %w (not %v) so callers can use errors.Is / errors.As.
// ❌ Growing a slice without pre-allocation when size is known
var result []string
for _, item := range items {
result = append(result, item.Name)
}
// ✅
result := make([]string, 0, len(items))
for _, item := range items {
result = append(result, item.Name)
}
// ❌ Manual existence check before map write
if _, ok := m[key]; !ok {
m[key] = []string{}
}
m[key] = append(m[key], value)
// ✅ — append to nil slice is valid Go
m[key] = append(m[key], value)
// ❌ Copying a map by assignment (copies reference)
copy := original
// ✅
copy := make(map[K]V, len(original))
for k, v := range original { copy[k] = v }
// ❌ Fire-and-forget goroutine with no lifecycle
go doWork()
// ✅ — use errgroup or WaitGroup to track completion
var wg sync.WaitGroup
wg.Add(1)
go func() {
defer wg.Done()
doWork()
}()
wg.Wait()
// ❌ Unbuffered channel causing unnecessary goroutine block
ch := make(chan Result)
go func() { ch <- compute() }()
result := <-ch
// ✅ — for single-result, buffered channel avoids goroutine leak if receiver exits early
ch := make(chan Result, 1)
go func() { ch <- compute() }()
result := <-ch
// ❌ select with a busy-wait default
for {
select {
case v := <-ch:
process(v)
default:
// spin
}
}
// ✅ — blocking select unless you genuinely need non-blocking
for v := range ch {
process(v)
}
Use golang.org/x/sync/errgroup for fan-out with error collection.
// ❌ Large interface
type Storage interface {
Get(key string) ([]byte, error)
Set(key string, val []byte) error
Delete(key string) error
List(prefix string) ([]string, error)
// ... 10 more methods
}
// ✅ — small, composable interfaces
type Getter interface { Get(key string) ([]byte, error) }
type Setter interface { Set(key string, val []byte) error }
type Storage interface { Getter; Setter }
// ❌ Returning concrete struct from constructor (ties callers to implementation)
func NewStore() *RedisStore { ... }
// ✅ — return interface when you have or anticipate multiple implementations
func NewStore() Storage { return &RedisStore{...} }
// ❌ Pointer receiver for tiny value types
func (p *Point) X() float64 { return p.x }
// ✅ — value receiver for small immutable types
func (p Point) X() float64 { return p.x }
Rule: pointer receiver when method mutates state OR struct is large (>3 fields of non-trivial size). Value receiver otherwise.
// ❌ Named return values used just to avoid a variable declaration
func divide(a, b float64) (result float64, err error) {
result = a / b
return
}
// ✅ — named returns are worth it only for deferred mutation or documentation
func divide(a, b float64) (float64, error) {
if b == 0 { return 0, errors.New("division by zero") }
return a / b, nil
}
// ❌ Closure capturing loop variable (classic Go bug, fixed in Go 1.22+)
// Pre-1.22: each goroutine captures the same i
for i := 0; i < n; i++ {
go func() { use(i) }()
}
// ✅ (Go <1.22 — pass as parameter)
for i := 0; i < n; i++ {
go func(i int) { use(i) }(i)
}
// Go 1.22+: loop variable scoped per iteration, so the original is safe
| Anti-pattern | Preferred |
|---|---|
if err != nil { return err } repeated 5+ times | acceptable — it's idiomatic Go |
panic for expected errors | return err |
init() with side effects | explicit initialization in main or constructors |
interface{} / any without generics | use generics (Go 1.18+) or typed interfaces |
| Mutex field not adjacent to the data it protects | put mu directly above the field it guards |
| Channel of channels | usually a sign of over-engineering; redesign |
time.Sleep in tests | use testing hooks or channels for synchronization |
| Exported types with unexported fields (when fields are the whole point) | record-style structs with all-exported fields |
log.Fatal outside main | return errors up the stack |