Idiomatic Go
SkillMonitoring & opsIdiomatic Go - package and interface design, error wrapping, table-driven tests, generics, the modern standard library (slices/maps/cmp/errors.Join), current syntax, and logging discipline. Use when writing, reviewing, or refactoring any Go code, especially code drifting toward Java/Spring shapes (deep layer trees, generic repositories, heavy frameworks) - even if the user never says "idiomatic". Distilled from spf13/go-skills and adapted to this repo.
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What this skill tells your AI
The instructions your AI receives, as published by inference-gateway/inference-gateway in .agents/skills/go/SKILL.md and read by ahel’s review.
Write Go that is boring in the best way - direct, predictable, obvious on the first read. Clear is better than clever. The common failure mode (and the LLM default) is importing Java/Spring habits - deep layer trees, generic repositories, heavy frameworks, manual worker pools - into a language built for flat, simple, discoverable APIs. When in doubt, delete the abstraction.
Core principles
Clear is better than clever. If a function's control flow takes three reads to
follow, rewrite it. Keep the happy path un-indented: handle errors and edge cases
first and return.
func GetUser(id string) (*User, error) {
user, err := db.FindUser(id)
if err != nil {
return nil, fmt.Errorf("finding user %s: %w", id, err)
}
return user, nil // happy path stays at the left margin
}
Make the zero value useful. Design types so the zero value works without a
constructor - sync.Mutex and bytes.Buffer are the gold standard.
type Counter struct {
mu sync.Mutex // usable at the zero value - no New() needed
count int
}
func (c *Counter) Inc() { c.mu.Lock(); c.count++; c.mu.Unlock() }
Packages: flat, named for what they do
Start flat; add a package only when a domain earns a namespace. Name packages by
what they do (auth, billing, jobs), never by what layer they are
(service, repository, controller) - layer-named packages breed circular
imports and interface bloat and add zero clarity in Go. No utils/, helpers/,
or common/ junk drawers; they signal unclear ownership. Packages don't import
each other sideways - cycles mean wrong boundaries; the composition root wires them.
In this repo: code lives under
internal/in a deliberate domain (pure interfaces) / infra (adapters) / services (business logic) split, wired by a DI container (internal/container/container.go). That is this project's structure - follow it; don't "flatteninternal/." spf13's transferable rules still hold: name by purpose, no junk-drawer packages, wire at the composition root (here, the container).
Interfaces: discovered, not designed
Write concrete types first. Introduce an interface only when a consumer genuinely
needs to swap implementations, and define it in the consuming package, kept
small (io.Reader, not *os.File). Accept interfaces, return structs -
callers get the narrow dependency they need without type-asserting to reach real
fields.
// the consumer declares exactly what it needs; the concrete store needn't know
type UserFetcher interface {
GetUser(id string) (*User, error)
}
type Processor struct{ fetcher UserFetcher }
In this repo: domain contracts are centralized in
internal/domain/interfaces.goso counterfeiter can generate fakes from one place - that's the established seam. Still prefer small interfaces; just declare new ones there when they need a generated mock.
Errors are values
Check them explicitly; they aren't exceptions. Wrap with %w to add context while
preserving the chain for errors.Is / errors.As. Combine siblings with
errors.Join (Go 1.20) - no multierr needed.
data, err := os.ReadFile(path)
if err != nil {
return fmt.Errorf("loading config %s: %w", path, err)
}
Functional options for complex construction
When a type has many optional settings, avoid telescoping constructors:
type Option func(*Server)
func WithTimeout(d time.Duration) Option { return func(s *Server) { s.timeout = d } }
func NewServer(addr string, opts ...Option) *Server {
s := &Server{addr: addr, timeout: 30 * time.Second} // sane defaults
for _, opt := range opts {
opt(s)
}
return s
}
Testing is just Go
Go testing is just Go programming - reach for the stdlib testing package, not a
BDD framework.
- Table-driven tests with
t.Runsubtests are the standard. - Call
t.Helper()in assertion helpers so failures point at the case, not the helper. - Prefer simple fakes/stubs for stand-ins - implicit interfaces make them cheap to hand-write.
- Put fixtures in
testdata/(the tool ignores it); diff large output against golden files. - Compare structs with
github.com/google/go-cmp/cmp, notreflect.DeepEqual. - Abstract the filesystem with
aferoand injectafero.NewMemMapFs()in tests.
func TestParse(t *testing.T) {
tests := []struct {
name string
in string
wantErr bool
}{
{"valid", "port=8080", false},
{"bad", "port=abc", true},
}
for _, tt := range tests {
t.Run(tt.name, func(t *testing.T) {
_, err := Parse(tt.in)
if (err != nil) != tt.wantErr {
t.Fatalf("Parse(%q) err = %v, wantErr %v", tt.in, err, tt.wantErr)
}
})
}
}
In this repo: fakes for domain interfaces are counterfeiter-generated under
tests/mocks/, not hand-written. Regenerate withtask mocks:generate(pre-commit runs it wheninternal/domain/interfaces.gochanges); for a new domain interface, add acounterfeiterline undermocks:generateinTaskfile.yml. Use the generated fakes - don't hand-roll rivals. Table tests,testdata, andgo-cmpstill apply.
Use current Go, not 2018 Go
This repo targets Go 1.26 - reach for the modern stdlib before any third-party helper or hand-rolled loop:
| Instead of | Use |
|---|---|
sort.Slice(s, ...) | slices.Sort(s), slices.SortFunc, slices.Contains/Index |
| manual key/value loops | maps.Keys/Values/Clone/Copy/Equal |
if x == 0 { x = def } | cmp.Or(x, def); min/max built-ins |
| ad-hoc multi-error joins | errors.Join(err1, err2) |
atomic.AddInt64(&n, 1) | typed atomic.Int64/Bool/Pointer[T] (n.Add(1)) |
| gorilla/mux for basic routing | net/http: mux.HandleFunc("GET /u/{id}", ...) + r.PathValue("id") |
for i := 0; i < n; i++ | for i := range n |
interface{} | any |
// +build tags | //go:build |
To keep a request's values but drop its cancellation for work that outlives it,
use context.WithoutCancel(ctx) (Go 1.21).
Generics eliminate duplication, not model hierarchies
Use a generic when the same algorithm runs over many concrete types.
func Map[S, T any](s []S, f func(S) T) []T {
out := make([]T, len(s))
for i, v := range s {
out[i] = f(v)
}
return out
}
Do not write generic "repositories", services, or base types - that's Java in
Go syntax. Use comparable for map keys/equality and cmp.Ordered for </>.
Start concrete; generify only once the same logic repeats across 3+ types.
Logging discipline
logger.Debug("cache miss", "key", key) // high-volume internal state
logger.Info("server started", "addr", addr) // lifecycle events
logger.Warn("retrying", "attempt", n) // recoverable problems
logger.Error("request failed", "err", err) // needs attention
- Inject the logger as a dependency; no package-level logger beyond
main. - Never log and return the same error - log once at the boundary, return it up the stack everywhere else.
In this repo: logging is
go.uber.org/zap(*zap.Logger, from the container'sLogger()), notslog. The discipline above is identical.
Concurrency, briefly
- Share memory by communicating - pass data over a channel instead of guarding it with a mutex where you can. Channels orchestrate; mutexes serialize.
- Bound concurrency with a buffered-channel semaphore, not a static worker pool (Go's scheduler is cheap):
func FetchAll(ctx context.Context, urls []string, max int) error {
sem := make(chan struct{}, max)
g, ctx := errgroup.WithContext(ctx)
for _, u := range urls {
sem <- struct{}{} // blocks at the limit
g.Go(func() error {
defer func() { <-sem }()
return fetch(ctx, u)
})
}
return g.Wait()
}
- Never start a goroutine without knowing how it stops - every
go func()needs actx/closed-channel exit, or it leaks.
For channel patterns in depth - done-channel, fan-out/fan-in, pipeline, or-done,
context propagation, worker semaphore - see the go-concurrency skill, and
verify with go test -race.
Debugging: the Go toolchain is not the bug
go build/test/run are deterministic and the build cache is keyed by source -
don't suspect them or reach for go clean -cache. When an error survives your
edit, it's almost always one of these, in order:
- The edit didn't fix the actual logic.
- It was in the wrong file, function, or package.
- A second call site has the same bug, unfixed.
- The error comes from a different code path than you edited.
Re-read the (accurate) error, confirm the file is actually compiled
(go list -f '{{.GoFiles}}' .), and add a t.Log/print at the exact site.
Adapted from spf13/go-skills (MIT, by Steve Francia), trimmed and reconciled with this repo's conventions. Pairs with go-concurrency, cobra-viper, and go-spec-reviewer.
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- GitHub stars
- 211
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- 52
- Last commit
- Sep 2026
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- github.com/inference-gateway/inference-gateway