Go Logging Agent Skill

Go Logging

> Compatibility: log/slog requires Go 1.21+; testing/slogtest requires Go 1.22+.

Resource Routing

• references/LEVELS-AND-CONTEXT.md - Read when choosing log levels, deciding logger-in-context versus explicit parameters, or excluding sensitive fields.
• references/LOGGING-PATTERNS.md - Read when configuring slog handlers, logging HTTP requests, testing handlers, or migrating from log.Printf.

Core Principle

Logs are for operators, not developers. Every log line should help someone

diagnose a production issue. If it doesn't serve that purpose, it's noise.

Choosing a Logger

> Normative: Use log/slog for new Go code.

slog is structured, leveled, and in the standard library (Go 1.21+). It

covers the vast majority of production logging needs.

Which logger?
├─ New production code      → log/slog
├─ Trivial CLI / one-off    → log (standard)
└─ Measured perf bottleneck → zerolog or zap (benchmark first)

Do not introduce a third-party logging library unless profiling shows slog

is a bottleneck in your hot path. When you do, keep the same structured

key-value style.

Structured Logging

> Normative: Always use key-value pairs. Never interpolate values into the message string.

The message is a static description of what happened. Dynamic data goes in

key-value attributes:

// Good: static message, structured fields
slog.Info("order placed", "order_id", orderID, "total", total)

// Bad: dynamic data baked into the message string
slog.Info(fmt.Sprintf("order %d placed for $%.2f", orderID, total))

Key Naming

> Advisory: Use snake_case for log attribute keys.

Keys should be lowercase, underscore-separated, and consistent across the

codebase: user_id, request_id, elapsed_ms.

Typed Attributes

For performance-critical paths, use typed constructors to avoid allocations:

slog.LogAttrs(ctx, slog.LevelInfo, "request handled",
    slog.String("method", r.Method),
    slog.Int("status", code),
    slog.Duration("elapsed", elapsed),
)

Log Levels

> Advisory: Follow these level semantics consistently.

| Level | When to use | Production default |

|-------|-------------|--------------------|

| Debug | Developer-only diagnostics, tracing internal state | Disabled |

| Info | Notable lifecycle events: startup, shutdown, config loaded | Enabled |

| Warn | Unexpected but recoverable: deprecated feature used, retry succeeded | Enabled |

| Error | Operation failed, requires operator attention | Enabled |

Rules of thumb:

• If nobody should act on it, it's not Error — use Warn or Info
• If it's only useful with a debugger attached, it's Debug
• slog.Error should always include an "err" attribute

slog.Error("payment failed", "err", err, "order_id", id)
slog.Warn("retry succeeded", "attempt", n, "endpoint", url)
slog.Info("server started", "addr", addr)
slog.Debug("cache lookup", "key", key, "hit", hit)

Request-Scoped Logging

> Advisory: Derive loggers from context to carry request-scoped fields.

Use middleware to enrich a logger with request ID, user ID, or trace ID, then

pass the enriched logger downstream via context or as an explicit parameter.

Keep the full context-key and middleware implementation in the logging patterns

reference so request-scoped logging has one owner.

Log or Return, Not Both

The handle-once rule belongs to go-error-handling.

In logging work, apply it by choosing either a local log-and-recover path or a

return path with context, not both for the same error.

Exception: HTTP handlers and other top-of-stack boundaries may log detailed

errors server-side while returning a sanitized message to the client:

if err != nil {
    slog.Error("checkout failed", "err", err, "user_id", uid)
    http.Error(w, "internal error", http.StatusInternalServerError)
    return
}

See go-error-handling for the full

handle-once pattern and error wrapping guidance.

What NOT to Log

> Normative: Never log secrets, credentials, PII, or high-cardinality unbounded data.

• Passwords, API keys, tokens, session IDs
• Full credit card numbers, SSNs
• Request/response bodies that may contain user data
• Entire slices or maps of unbounded size

Quick Reference

| Do | Don't |

|----|-------|

| slog.Info("msg", "key", val) | log.Printf("msg %v", val) |

| Static message + structured fields | fmt.Sprintf in message |

| snake_case keys | camelCase or inconsistent keys |

| Log OR return errors | Log AND return the same error |

| Derive logger from context | Create a new logger per call |

| Use slog.Error with "err" attr | slog.Info for errors |

| Pre-check Enabled() on hot paths | Always allocate log args |

Related Skills

• Error handling: See go-error-handling when deciding whether to log or return an error, or for the handle-once pattern
• Context propagation: See go-context when passing request-scoped values (including loggers) through context
• Performance: See go-performance when optimizing hot-path logging or reducing allocations in log calls
• Code review: See go-code-review when reviewing logging practices in Go PRs