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golang-samber-oops

samber/cc-skills-golang

Structured error handling for Go with stack traces, error codes, and APM-friendly attributes.

What is golang-samber-oops?

samber/oops is a drop-in error handler for Go that adds structured context, stack traces, error codes, and public messages to errors. Use it when you need rich diagnostic data to travel with errors through your call stack, especially in services integrated with APM tools like Datadog or Sentry.

  • Build errors with fluent chains adding domain, tags, codes, user context, and custom attributes
  • Capture stack traces and correlation IDs (trace/span) automatically on error creation
  • Separate user-facing messages from technical details via `.Public()` and `.Hint()`
  • Wrap existing errors while accumulating context at each architectural layer
  • Extract values from Go context into error attributes with `.WithContext()`
  • Recover from panics and convert them to structured errors

How to install golang-samber-oops

npx skills add https://github.com/samber/cc-skills-golang --skill golang-samber-oops
Prerequisites
  • Go 1.16 or later
  • github.com/samber/oops imported in your project
Claude Code
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How to use golang-samber-oops

  1. 1.Import github.com/samber/oops in your Go files
  2. 2.Replace error creation with oops builder chains: oops.In("domain").Tags(...).Code(...).Errorf(...)
  3. 3.Wrap errors at layer boundaries using .Wrap() or .Wrapf() to accumulate context
  4. 4.Add user/tenant context with .User() and .Tenant() methods where applicable
  5. 5.Use .With() for custom key-value attributes instead of interpolating into error messages
  6. 6.Call oops.GetPublic(err, fallback) when returning errors to HTTP clients to expose only user-safe messages
  7. 7.Integrate with your logger/APM by passing the error object (not just the message) to capture all attributes

Use cases

Good for
  • Add structured context to database errors so on-call engineers see the query, user ID, and tenant without asking developers
  • Wrap errors at service boundaries (HTTP handlers, repositories, services) to build a diagnostic trail
  • Separate public error messages for API responses from technical details for logs and APM
  • Group errors by low-cardinality code and domain in APM tools instead of high-cardinality error strings
  • Attach HTTP requests/responses and user/tenant context to errors for faster incident diagnosis
Who it's for
  • Go backend engineers building services with multiple architectural layers
  • Teams using APM tools (Datadog, Loki, Sentry) who need low-cardinality error grouping
  • On-call engineers who need rich context to diagnose production issues
  • Services handling multi-tenant or user-scoped operations

golang-samber-oops FAQ

Should I wrap errors at every function call?

No. Wrap at architectural layer boundaries (package boundaries, HTTP handlers, service/repository transitions) to add relevant context. Wrapping at every call adds noise without additional diagnostic value.

How do I keep error messages low-cardinality for APM grouping?

Put variable data in .With() attributes, not in the error message string. For example, use .With("user_id", id).Errorf("user lookup failed") instead of .Errorf("user lookup failed for user %s", id).

Can I reuse an error builder across multiple errors?

Yes. Build a base builder with common context (domain, tenant, user) and call terminal methods (.Errorf, .Wrapf) on it multiple times to create different errors with shared context.

How do I extract values from Go context into error attributes?

Use .WithContext(ctx, "key1", "key2") to pull values from the context and add them as error attributes. Lazy func() any values are supported.

What's the difference between .Public() and .Hint()?

.Public() sets a user-safe message for API responses; .Hint() adds a developer-facing note (e.g., runbook link). Both are separate from the technical error message.

Full instructions (SKILL.md)

Source of truth, from samber/cc-skills-golang.


name: golang-samber-oops description: "Structured error handling in Golang with samber/oops — error builders, stack traces, error codes, error context, error wrapping, error attributes, user-facing vs developer messages, panic recovery, and logger integration. Apply when using or adopting samber/oops, or when the codebase already imports github.com/samber/oops." user-invocable: true license: MIT compatibility: Designed for Claude Code, Codex or similar harness, and for projects using Golang. metadata: author: samber version: "1.2.1" openclaw: emoji: "💥" homepage: https://github.com/samber/cc-skills-golang requires: bins: - go install: [] skill-library-version: "1.21.0" allowed-tools: Read Edit Write Glob Grep Bash(go:) Bash(golangci-lint:) Bash(git:) Agent WebFetch mcp__context7__resolve-library-id mcp__context7__query-docs Bash(godig:) Bash(gopls:) LSP mcp__gopls__ paths:

  • "**/*.go"

Persona: You are a Go engineer who treats errors as structured data. Every error carries enough context — domain, attributes, trace — for an on-call engineer to diagnose the problem without asking the developer.

samber/oops Structured Error Handling

samber/oops is a drop-in replacement for Go's standard error handling that adds structured context, stack traces, error codes, public messages, and panic recovery. Variable data goes in .With() attributes (not the message string), so APM tools (Datadog, Loki, Sentry) can group errors properly. Unlike the stdlib approach (adding slog attributes at the log site), oops attributes travel with the error through the call stack.

Why use samber/oops

Standard Go errors lack context — you see connection failed but not which user triggered it, what query was running, or the full call stack. samber/oops provides:

  • Structured context — key-value attributes on any error
  • Stack traces — automatic call stack capture
  • Error codes — machine-readable identifiers
  • Public messages — user-safe messages separate from technical details
  • Low-cardinality messages — variable data in .With() attributes, not the message string, so APM tools group errors properly

This skill is not exhaustive — refer to library documentation and code examples for more information:

  • For Go package docs, symbols, versions, importers, and known vulnerabilities, → See samber/cc-skills-golang@golang-pkg-go-dev skill (godig), preferred over Context7 for Go package facts.
  • To navigate this library's usage in your own code (definitions, call sites, diagnostics), → See samber/cc-skills-golang@golang-gopls skill (gopls).
  • Context7 remains a fallback for docs not indexed on pkg.go.dev.

Core pattern: Error builder chain

All oops errors use a fluent builder pattern:

err := oops.
    In("user-service").           // domain/feature
    Tags("database", "postgres").  // categorization
    Code("network_failure").       // machine-readable identifier
    User("user-123", "email", "foo@bar.com").  // user context
    With("query", query).          // custom attributes
    Errorf("failed to fetch user: %s", "timeout")

Terminal methods:

  • .Errorf(format, args...) — create a new error
  • .Wrap(err) — wrap an existing error
  • .Wrapf(err, format, args...) — wrap with a message
  • .Join(err1, err2, ...) — combine multiple errors
  • .Recover(fn) / .Recoverf(fn, format, args...) — convert panic to error

Error builder methods

MethodsUse case
.With("key", value)Add custom key-value attribute (lazy func() any values supported)
.WithContext(ctx, "key1", "key2")Extract values from Go context into attributes (lazy values supported)
.In("domain")Set the feature/service/domain
.Tags("auth", "sql")Add categorization tags (query with err.HasTag("tag"))
.Code("iam_authz_missing_permission")Set machine-readable error identifier/slug
.Public("Could not fetch user.")Set user-safe message (separate from technical details)
.Hint("Runbook: https://doc.acme.org/doc/abcd.md")Add debugging hint for developers
.Owner("team/slack")Identify responsible team/owner
.User(id, "k", "v")Add user identifier and attributes
.Tenant(id, "k", "v")Add tenant/organization context and attributes
.Trace(id)Add trace / correlation ID (default: ULID)
.Span(id)Add span ID representing a unit of work/operation (default: ULID)
.Time(t)Override error timestamp (default: time.Now())
.Since(t)Set duration based on time since t (exposed via err.Duration())
.Duration(d)Set explicit error duration
.Request(req, includeBody)Attach *http.Request (optionally including body)
.Response(res, includeBody)Attach *http.Response (optionally including body)
oops.FromContext(ctx)Start from an OopsErrorBuilder stored in a Go context

Common scenarios

Database/repository layer

func (r *UserRepository) FetchUser(id string) (*User, error) {
    query := "SELECT * FROM users WHERE id = $1"
    row, err := r.db.Query(query, id)
    if err != nil {
        return nil, oops.
            In("user-repository").
            Tags("database", "postgres").
            With("query", query).
            With("user_id", id).
            Wrapf(err, "failed to fetch user from database")
    }
    // ...
}

HTTP handler layer

func (h *Handler) CreateUser(w http.ResponseWriter, r *http.Request) {
    userID := getUserID(r)

    err := h.service.CreateUser(r.Context(), userID)
    if err != nil {
        err = oops.
            In("http-handler").
            Tags("endpoint", "/users").
            Request(r, false).
            User(userID).
            Wrapf(err, "create user failed")
        http.Error(w, oops.GetPublic(err, "Internal server error"), http.StatusInternalServerError)
        return
    }

    w.WriteHeader(http.StatusCreated)
}

Service layer with reusable builder

func (s *UserService) CreateOrder(ctx context.Context, req CreateOrderRequest) error {
    builder := oops.
        In("order-service").
        Tags("orders", "checkout").
        Tenant(req.TenantID, "plan", req.Plan).
        User(req.UserID, "email", req.UserEmail)

    product, err := s.catalog.GetProduct(ctx, req.ProductID)
    if err != nil {
        return builder.
            With("product_id", req.ProductID).
            Wrapf(err, "product lookup failed")
    }

    if product.Stock < req.Quantity {
        return builder.
            Code("insufficient_stock").
            Public("Not enough items in stock.").
            With("requested", req.Quantity).
            With("available", product.Stock).
            Errorf("insufficient stock for product %s", req.ProductID)
    }

    return nil
}

Error wrapping best practices

DO: Wrap directly, no nil check needed

// ✓ Good — Wrap returns nil if err is nil
return oops.Wrapf(err, "operation failed")

// ✗ Bad — unnecessary nil check
if err != nil {
    return oops.Wrapf(err, "operation failed")
}
return nil

DO: Add context at each layer

Each architectural layer SHOULD add context via Wrap/Wrapf — at least once per package boundary (not necessarily at every function call).

// ✓ Good — each layer adds relevant context
func Controller() error {
    return oops.In("controller").Trace(traceID).Wrapf(Service(), "user request failed")
}

func Service() error {
    return oops.In("service").With("op", "create_user").Wrapf(Repository(), "db operation failed")
}

func Repository() error {
    return oops.In("repository").Tags("database", "postgres").Errorf("connection timeout")
}

DO: Keep error messages low-cardinality

Error messages MUST be low-cardinality for APM aggregation. Interpolating variable data into the message breaks grouping in Datadog, Loki, Sentry.

// ✗ Bad — high-cardinality, breaks APM grouping
oops.Errorf("failed to process user %s in tenant %s", userID, tenantID)

// ✓ Good — static message + structured attributes
oops.With("user_id", userID).With("tenant_id", tenantID).Errorf("failed to process user")

Panic recovery

oops.Recover() MUST be used in goroutine boundaries. Convert panics to structured errors:

func ProcessData(data string) (err error) {
    return oops.
        In("data-processor").
        Code("panic_recovered").
        Hint("Check input data format and dependencies").
        With("input_data", data).
        Recover(func() {
            riskyOperation(data)
        })
}

Accessing error information

samber/oops errors implement the standard error interface. Access additional info:

if oopsErr, ok := err.(oops.OopsError); ok {
    fmt.Println("Code:", oopsErr.Code())
    fmt.Println("Domain:", oopsErr.Domain())
    fmt.Println("Tags:", oopsErr.Tags())
    fmt.Println("Context:", oopsErr.Context())
    fmt.Println("Stacktrace:", oopsErr.Stacktrace())
}

// Get public-facing message with fallback
publicMsg := oops.GetPublic(err, "Something went wrong")

Output formats

fmt.Printf("%+v\n", err)       // verbose with stack trace
bytes, _ := json.Marshal(err)  // JSON for logging
slog.Error(err.Error(), slog.Any("error", err))  // slog integration

Context propagation

Carry error context through Go contexts:

func middleware(next http.Handler) http.Handler {
    return http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
        builder := oops.
            In("http").
            Request(r, false).
            Trace(r.Header.Get("X-Trace-ID"))

        ctx := oops.WithBuilder(r.Context(), builder)
        next.ServeHTTP(w, r.WithContext(ctx))
    })
}

func handler(ctx context.Context) error {
    return oops.FromContext(ctx).Tags("handler", "users").Errorf("something failed")
}

For assertions, configuration, and additional logger examples, see Advanced patterns.

References

Cross-References

  • → See samber/cc-skills-golang@golang-error-handling skill for general error handling patterns
  • → See samber/cc-skills-golang@golang-observability skill for logger integration and structured logging