go-logging

name	go-logging
description	Structured logging in Go with `log/slog` (Go 1.21+ stdlib). ALWAYS use this skill when adding, reviewing, or debugging logging in Go — choosing a logger, configuring `slog.NewJSONHandler` / `slog.NewTextHandler`, injecting `*slog.Logger` as a dependency, using `slog.With`, `slog.Group`, `LogValuer` for lazy values, propagating loggers through `context.Context`, picking log levels (info/debug/warn/error), or designing observability patterns (USE method, RED method). Pair with go-http for request-scoped logging middleware and go-errors for the "log or return, not both" rule.
version	1.0.0
tags	["go","golang","logging","slog","observability","structured-logging"]

Go Logging

Use log/slog (stdlib since Go 1.21) for structured logging. Pass the logger as an explicit dependency; the package-level global is a code smell.

For the comprehensive reference, see references/logging.md.

Three rules

1. Logger is a dependency, not a global. Inject *slog.Logger through constructors.
2. Structured everything. No fmt.Sprintf into the message — put the variables in attributes so they're queryable.
3. Log or return, not both. If you return err, the caller logs. The lowest layer that handles the error logs once.

Constructor injection

type OrderService struct {
    logger *slog.Logger
    db     *sql.DB
}

func NewOrderService(logger *slog.Logger, db *sql.DB) *OrderService {
    return &OrderService{
        logger: logger.With(slog.String("component", "order-service")),
        db:     db,
    }
}

func (s *OrderService) PlaceOrder(ctx context.Context, o Order) error {
    s.logger.InfoContext(ctx, "placing order",
        slog.Int64("user_id", o.UserID),
        slog.String("item", o.Item),
        slog.Float64("total", o.Total),
    )
    // ...
}

logger.With(...) returns a new logger with the given attributes baked in — use it at construction time so every line from this component is tagged.

Configure once in main

func main() {
    var h slog.Handler
    if os.Getenv("ENV") == "production" {
        h = slog.NewJSONHandler(os.Stdout, &slog.HandlerOptions{
            Level: slog.LevelInfo,
        })
    } else {
        h = slog.NewTextHandler(os.Stderr, &slog.HandlerOptions{
            Level: slog.LevelDebug,
        })
    }
    logger := slog.New(h)
    slog.SetDefault(logger) // for libraries that fall back to slog.Default()
}

JSON in production (machine-readable for log aggregators), text in development (human-readable in terminals).

Context-aware methods

InfoContext / ErrorContext / etc. give middleware a hook to enrich the record with request-scoped attributes (request ID, user, trace ID):

func (s *OrderService) PlaceOrder(ctx context.Context, o Order) error {
    s.logger.InfoContext(ctx, "placing order", slog.Int64("user_id", o.UserID))
    // ...
}

A simple middleware that pulls request ID into every log line via a context handler:

type ctxHandler struct{ slog.Handler }

func (h ctxHandler) Handle(ctx context.Context, r slog.Record) error {
    if id, ok := ctx.Value(reqIDKey).(string); ok {
        r.AddAttrs(slog.String("request_id", id))
    }
    return h.Handler.Handle(ctx, r)
}

LogValuer — defer expensive formatting

Don't pay to format an attribute that won't be emitted. LogValuer is called only if the level is enabled:

type LazyJSON struct{ v any }

func (l LazyJSON) LogValue() slog.Value {
    data, _ := json.Marshal(l.v)
    return slog.StringValue(string(data))
}

logger.Debug("request body", slog.Any("body", LazyJSON{req}))

Levels — keep it simple

Peter Bourgon's guidance: avoid fine-grained levels.

Level	Use for
Debug	Investigation aids, off in production
Info	Important operational events
Warn	Unusual but not failing
Error	Something failed and was not handled here

If you're using Trace, Verbose, Notice, Critical — you don't need them.

Attributes, keys, messages

• Message: lowercase, no period, describes the action: "placing order", "compaction completed".
• Keys: snake_case (or camelCase — pick one and stay consistent).
• Values: typed. Prefer slog.Int64, slog.String, slog.Duration over slog.Any so handlers can format them well.
• Group: nest related attributes:

logger.Info("http request",
    slog.Group("req",
        slog.String("method", r.Method),
        slog.String("path", r.URL.Path),
    ),
    slog.Int("status", status),
    slog.Duration("latency", d),
)

Observability beyond logs

Logging is expensive; metrics are cheap. Instrument significant components with metrics, log only actionable events.

• USE for resources: Utilization, Saturation, Errors.
• RED for endpoints: Rate, Errors, Duration.
• Investment order: metrics → structured logs → distributed tracing.

When to load a sibling skill

Task	Skill
Deciding to log vs return an error	go-errors
Request-scoped logger middleware in Chi handlers	go-http
Goroutine context propagation	go-concurrency
General Go idioms and naming	go-style