OpenTelemetry .NET Instrumentation Skill

When to Use

• Adding OpenTelemetry instrumentation to .NET code (traces, metrics, logs)
• Creating or modifying ActivitySources, Meters, or ILogger usage
• Setting up the OpenTelemetry SDK, resources, exporters, or sampling
• Reviewing telemetry implementations for spec compliance
• Optimizing instrumentation performance
• Designing telemetry APIs that become part of the public surface
• Implementing context propagation across service boundaries

Architecture: .NET Is Different

CRITICAL: The .NET OpenTelemetry implementation is fundamentally different from other platforms. .NET provides tracing, metrics, and logging APIs in the framework itself. That means OTel does not provide a separate instrumentation API — it uses the built-in .NET APIs and acts as the collection/export layer.

The Three Built-in .NET APIs (Primary — Zero Dependencies)

Signal	.NET Framework API	Namespace
Tracing	ActivitySource / Activity	System.Diagnostics
Metrics	Meter / Counter<T> / Histogram<T> / etc.	System.Diagnostics.Metrics
Logging	ILogger<T>	Microsoft.Extensions.Logging

These are the primary and only APIs library authors should use for instrumentation. They ship with the .NET runtime — no NuGet packages required.

The OTel Collection/Export Layer (Secondary — Application Root Only)

OTel NuGet packages are the collection and export layer, added only at the application composition root (not in libraries):

Package	Purpose	When to add
OpenTelemetry.Extensions.Hosting	DI integration for ASP.NET Core / generic host	Application only
OpenTelemetry.Exporter.Console	Console exporter (dev/testing)	Application only
OpenTelemetry.Exporter.OpenTelemetryProtocol	OTLP exporter (production)	Application only
OpenTelemetry.Exporter.Prometheus*	Prometheus metrics endpoint	Application only
OpenTelemetry.Instrumentation.AspNetCore	Auto-instrument ASP.NET Core requests	Application only
OpenTelemetry.Instrumentation.Http	Auto-instrument HttpClient calls	Application only
OpenTelemetry.Instrumentation.SqlClient	Auto-instrument SQL calls	Application only

Package Decision Guide

Before adding ANY OpenTelemetry NuGet package, discuss the trade-off with the user:

"You're about to add an OTel NuGet package. Is this an application where you need to export telemetry to an observability backend (Jaeger, Prometheus, OTLP collector)? If you're writing a library, you likely need zero OTel packages — just use System.Diagnostics.ActivitySource / System.Diagnostics.Metrics.Meter and let the consuming application configure the export pipeline. Do you want to proceed?"

Library authors: Add nothing. Use only System.Diagnostics.* and ILogger. The consuming application wires up the SDK and exporters.

Application authors: Add OpenTelemetry.Extensions.Hosting + the exporters and instrumentation libraries you need. See sdk-resources-and-logs-reference.md for full setup patterns.

Never add OpenTelemetry.Api to a library — System.Diagnostics.* IS the API.

For SDK setup, resource configuration, exporters, sampling, and logs integration, see sdk-resources-and-logs-reference.md.

Core Principles

Resiliency First

CRITICAL: Exceptions in diagnostic/tracing/metrics logic MUST NEVER impact application processing.

• Assume Activity instances can be null. Always protect against null Activity references except in Activity extension methods (use activity?.ExtensionMethod())
• Guard all instrumentation code with appropriate null checks

API Surface Awareness

• Any telemetry emitted becomes part of the public API surface
• Changes are subject to breaking changes guidelines
• Telemetry should be emitted by default (users opt-in to collection via OpenTelemetry extensions)
• Exception: High-cardinality metric dimensions may require explicit opt-in

Standards Compliance

• Follow Microsoft best practices for distributed tracing instrumentation
• Follow OpenTelemetry semantic conventions
• Attribute values support: string, boolean, double (IEEE 754), int64, byte arrays, and homogeneous arrays of these primitive types. Null/empty values are valid and meaningful per the OTel AnyValue spec — they MUST be stored and passed to exporters.
• Attribute keys must be non-null, non-empty strings

Traces / Spans (Activities)

ActivitySource Setup

// ✅ CORRECT: Use ActivitySource, not DiagnosticSource
public class MyFeature
{
    // Primary ActivitySource - name typically matches the component or NuGet package name
    private static readonly ActivitySource ActivitySource = new("MyApp.MyComponent", "1.0.0");

    // Specialized ActivitySource for opt-in scenarios
    private static readonly ActivitySource DetailedActivitySource = new("MyApp.MyComponent.Detailed", "1.0.0");
}

Rules:

• Every component defines a primary ActivitySource for mainstream activities
• Name typically matches the component or NuGet package (e.g., "MyCompany.MyLibrary")
• Version the ActivitySource using SemVer
• Create separate ActivitySources for specialized or opt-in scenarios. Use hierarchical source names, e.g. MyCompany.MyLibrary and MyCompany.MyLibrary.Detailed, so consuming applications can subscribe only to the sources they want via AddSource(...) and backends can filter by instrumentation scope.

Creating Activities

// ✅ Check HasListeners, null-check, then guard expensive work behind IsAllDataRequested
if (ActivitySource.HasListeners())
{
    using var activity = ActivitySource.StartActivity("ProcessItem", ActivityKind.Internal);
    if (activity != null && activity.IsAllDataRequested)
    {
        activity.DisplayName = "Processing order #12345";
        activity.SetTag("app.item_id", itemId);
        activity.SetTag("app.item_type", itemType);
    }
}

// ❌ WRONG: Don't start activities in fire-and-forget tasks where the
// using scope ends before the async work completes (AsyncLocal context is lost)
async Task HelperAsync()
{
    using var activity = ActivitySource.StartActivity("Helper");
    _ = Task.Run(() => DoWorkAsync()); // ❌ activity disposed before task completes
}

Rules:

• Check ActivitySource.HasListeners() before creating (zero-allocation fast path)
• Always null-check Activity after creation (listener may filter or sample it out)
• Never start activities in async helper methods (Activity.Current uses AsyncLocal)
• Guard expensive tag computation behind activity.IsAllDataRequested
• Use W3C TraceContext. .NET Core 3.0+ / .NET 5+ uses it by default; older TFMs or .NET Framework apps may set Activity.DefaultIdFormat = ActivityIdFormat.W3C at startup and use Activity.ForceDefaultIdFormat = true to override hierarchical parents.

Activity Naming

// ✅ Unique operation name, friendly display name (null-check before accessing)
using var activity = ActivitySource.StartActivity(
    name: "ProcessItem",              // Unique, identifies class of spans
    kind: ActivityKind.Internal
);
if (activity != null)
    activity.DisplayName = "Processing order #12345"; // User-friendly, can be specific

// ❌ WRONG: Don't include runtime data in operation name
using var badActivity = ActivitySource.StartActivity($"Process_{itemId}"); // ❌

Rules:

• Each span type has unique OperationName (identifies statistically interesting class of spans)
• Operation name should NOT contain runtime data (only compile/config-time info)
• Use human-readable DisplayName for specifics
• Follow OpenTelemetry span naming conventions

SpanKind Selection

Choose the correct ActivityKind to clarify the span's role in distributed tracing:

ActivityKind	OTel SpanKind	When to use
Internal	INTERNAL	Default — in-process operations not crossing a remote boundary
Server	SERVER	Processing an incoming request/response call (HTTP server, gRPC server, RPC server)
Client	CLIENT	Making an outgoing request/response call (HTTP client, database client, RPC call)
Producer	PRODUCER	Enqueuing/publishing deferred work (message queue publish, event emit, job enqueue)
Consumer	CONSUMER	Dequeuing/processing deferred work (message queue receive, event handle, job dequeue)

Rules:

• A single span SHOULD NOT serve more than one purpose
• Create the outgoing span before injecting its SpanContext into the request. If you inject first, the parent's context propagates instead and the outgoing span ends up dangling (no connection to the downstream call).
• See traces-and-propagation-reference.md for detailed SpanKind guidance with examples

Span Attributes (Tags)

// ✅ Application code: use your own namespace
activity?.SetTag("myapp.order_id", orderId);
activity?.SetTag("myapp.payment.status", "confirmed");

// ✅ Manual infrastructure instrumentation: use semantic conventions
// activity?.SetTag("db.system.name", "postgresql"); // custom database client
// activity?.SetTag("http.request.method", "GET"); // custom HTTP transport

// Values can be strings, numbers, booleans, or homogeneous arrays
activity?.SetTag("app.item_count", 42);
activity?.SetTag("app.related_ids", new int[] { 1, 2, 3 });

// ❌ WRONG: PascalCase, hyphen delimiter, plural, or unrelated namespace
activity?.SetTag("MyApp.OrderId", orderId);     // ❌ Wrong case
activity?.SetTag("myapp.order-id", orderId);    // ❌ Wrong delimiter

Rules:

• Namespace prefix matching your component: myapp.*, myapp.db.*
• All lowercase, underscore (_) delimiters, singular form
• Attribute values: string, boolean, double, int64, byte arrays, homogeneous arrays (null/empty valid per AnyValue spec)
• Business/domain attributes: use your own namespace (myapp.*).
• HTTP, database, messaging, or RPC concepts you manually instrument: use semantic conventions. Do not duplicate attributes already emitted by auto-instrumentation. Do not use OTel namespaces as prefixes for custom attributes.

Activity Status and Errors

try
{
    await ProcessItemAsync(); // ✅ success: leave status Unset, do not call SetStatus(Ok) — see rules below
}
catch (Exception ex)
{
    if (activity != null)
    {
        activity.SetStatus(ActivityStatusCode.Error, ex.Message); // modern API
        activity.SetTag("error.type", ex.GetType().FullName);
    }
    throw;
}

Rules (per Recording Errors and the Set Status API spec):

• Leave span status Unset on success — do not call SetStatus(ActivityStatusCode.Ok).
• Ok is for application code, not instrumentation libraries. The trace API spec: "Instrumentation Libraries SHOULD NOT set the status code to Ok, unless explicitly configured to do so (...) Application developers and Operators may set the status code to Ok" — typically to override a library-reported Error they've decided isn't a real failure (e.g. suppressing a noisy 404). Once set, Ok is final; later calls are ignored."
• On failure: SHOULD set ActivityStatusCode.Error, SHOULD set the error.type tag, SHOULD set the status description to the exception message.
• Use SetStatus — legacy otel.status_code/otel.status_description tags are no longer needed.
• Do not record errors that were retried or handled and let the operation complete gracefully — Error status and error.type describe operations that failed, not ones that recovered.

Recording Exceptions — Keep Emitting Span Events, Add the Logs Opt-In

exceptions-spans — the convention behind Activity.AddEvent(new ActivityEvent("exception", ...)) — carries a Deprecated status in favor of exceptions-logs, but the .NET ecosystem has not followed yet: no OpenTelemetry.* .NET package implements the spec's OTEL_SEMCONV_EXCEPTION_SIGNAL_OPT_IN opt-in (verified against OpenTelemetry.Api 1.17.0), and OpenTelemetry.Instrumentation.AspNetCore 1.17.0 itself still records exceptions via Activity.AddException, i.e. span events. That means the exporters, backends, and dashboards a typical .NET user has wired up today are built to read exception span events, not log-based exceptions. Keep implementing span events as the default — dropping them because the underlying spec document is marked Deprecated will silently break exception visibility for anyone still on today's tooling. Layer the newer logs-based path on top as an opt-in, exactly as the spec's own transition guidance describes for instrumentations moving off span events:

// Mirrors the spec's OTEL_SEMCONV_EXCEPTION_SIGNAL_OPT_IN values: unset/anything else → spans only (today's default), "logs/dup" → both, "logs" → logs only.
private static readonly string? ExceptionSignalOptIn = Environment.GetEnvironmentVariable("OTEL_SEMCONV_EXCEPTION_SIGNAL_OPT_IN");
private static readonly bool EmitSpanEvents = ExceptionSignalOptIn != "logs";
private static readonly bool EmitLogs = ExceptionSignalOptIn is "logs" or "logs/dup";

try
{
    await ProcessItemAsync();
}
catch (Exception ex)
{
    activity?.SetStatus(ActivityStatusCode.Error, ex.Message);
    activity?.SetTag("error.type", ex.GetType().FullName);

    if (EmitSpanEvents) // ✅ default — what current .NET tooling and dashboards actually consume today
    {
        activity?.AddEvent(new ActivityEvent("exception", tags: new ActivityTagsCollection
        {
            ["exception.type"] = ex.GetType().FullName,
            ["exception.message"] = ex.Message,
            ["exception.stacktrace"] = ex.ToString()
        }));
    }

    if (EmitLogs) // opt-in — the spec's forward direction; pass the exception instance while `activity` is still Activity.Current so the SDK derives trace_id/span_id and exception.type/message/stacktrace from it
    {
        logger.LogError(ex, "Item processing failed");
    }

    throw;
}

Rules:

• Don't set exception.escaped on the span event — it's deprecated outright: "no longer recommended to record exceptions that are handled and do not escape the scope of a span."
• Support OTEL_SEMCONV_EXCEPTION_SIGNAL_OPT_IN (logs / logs/dup) so consumers who are ready can opt into logs or dual-emission, but default to spans-only — this is the spec's own transition guidance, not an optional nicety, and it exists precisely so nobody has to choose one signal over the other before they're ready.
• When emitting logs (opt-in or dual), pick severity per exceptions-logs: ERROR for unhandled exceptions (especially on SERVER/CONSUMER spans), WARN for exceptions expected to be handled by the caller (especially on CLIENT/PRODUCER spans), DEBUG for exceptions that don't indicate an actual issue (e.g., a request cancelled client-side), FATAL only when the exception causes application shutdown.
• The log call MUST happen while the span it's associated with is still current — the spec requires "exception events emitted by instrumentations that also record spans for the same operation MUST be associated with the corresponding span context." Logging from a detached error-reporting callback after the using activity scope has ended silently correlates to the wrong span, or none. See Accessing Activities below.
• Only move to logs-only once you've held dual-emission for at least six months on a stable major version (the spec's own minimum) and confirmed your actual consumers read log-based exceptions — not on a fixed timeline alone.

See traces-and-propagation-reference for the full pattern, including how a library with no logging dependency in its core can still expose a callback so a separate OTel integration package can capture exception details while the right span is active.

Accessing Activities

var current = Activity.Current; // ❌ may be a user-created ambient span
using var ownedActivity = ActivitySource.StartActivity("MyOperation"); // ✅ captured reference
ownedActivity?.SetTag("myapp.key", value);

Rules: Do not rely on Activity.Current for spans you own; user code can replace it via AsyncLocal. Pass/store captured Activity only while alive. Store ActivityContext for propagation identity.

Span Links

Links connect a span to other spans that are causally related but not in a direct parent-child relationship — batch processing, scatter/gather, trace boundary crossings.

var links = new List<ActivityLink>
{
    new(activityContext1),
    new(activityContext2),
};

var activity = ActivitySource.StartActivity(
    ActivityKind.Internal, name: "batch-process", links: links);

See traces-and-propagation-reference.md for full link patterns including batch processing, scatter/gather, and trace boundary crossing.

Context Propagation

Distributed tracing requires propagating trace context across process boundaries (HTTP calls, message queues, etc.) using W3C traceparent headers. In .NET, this is handled by DistributedContextPropagator. The OTel SDK configures W3C TraceContext propagation by default.

See traces-and-propagation-reference.md for propagation patterns, custom propagators, and manual inject/extract for non-standard transports.

Metrics

Meter and Metrics Class Setup

public sealed class OrderProcessingMetrics : IDisposable
{
    private readonly Meter meter = new("MyApp.OrderProcessing", "1.0.0");
    private readonly Histogram<double> processingDuration =
        meter.CreateHistogram<double>("myapp.order.processing.duration", unit: "s");
    private readonly Counter<long> itemsProcessed =
        meter.CreateCounter<long>("myapp.order.processing.count", unit: "{order}");

    public void Dispose() => meter.Dispose();
}

Naming Conventions (follow OTel semantic conventions):

• Singular names, nested hierarchy: myapp.order.processing.duration
• Define units (s, ms, {item}, {connection}); avoid technical suffixes (_counter, _histogram)
• Start with pre-1.0.0 version until adoption proven

Instrument Type Overview

.NET provides 7 metric instrument types. Choose the right one for your measurement:

Instrument	.NET API	Behavior	Typical Use
Counter	CreateCounter<T>	Monotonically increasing	Request counts, error counts
UpDownCounter	CreateUpDownCounter<T>	Increases or decreases	Queue size, active connections
Histogram	CreateHistogram<T>	Distribution of values	Durations, response sizes
Gauge	CreateGauge<T> (.NET 9+)	Synchronous instant value	Current measurement recording
ObservableCounter	CreateObservableCounter<T>	Async callback, monotonic	Periodically polled totals
ObservableGauge	CreateObservableGauge<T>	Async callback, non-monotonic	CPU/memory usage
ObservableUpDownCounter	CreateObservableUpDownCounter<T>	Async callback, bi-directional	Active tasks by priority

See metrics-and-instruments-reference.md for full creation/recording examples and observable callback patterns.

Metric Recording Method Naming

// ✅ Action/outcome-based naming, separate methods per outcome
public void OrderProcessingSucceeded(string orderType, TimeSpan duration) { /* Record */ }
public void OrderProcessingFailed(string orderType, Exception ex, TimeSpan duration) { /* Record */ }
public void ConnectionOpened() => connectionsOpen.Add(1);
public void ConnectionClosed() => connectionsOpen.Add(-1);

// ❌ WRONG: Name after metric, confusing signature
public void RecordOrderProcessingDuration(...) { } // ❌ don't name after metric
public void RecordError(bool succeeded, Exception? ex) { } // ❌ confusing signature

Rules:

• Name after action/outcome (OrderProcessingSucceeded), NOT after metric (RecordXxx)
• Separate methods per outcome (avoid boolean flags + optional exceptions)
• Event-based naming for state changes: ConnectionOpened(), ItemQueued()

Metric Dimensions

// ✅ Low-cardinality, predefined dimensions
processingDuration.Record(duration.TotalSeconds,
    new KeyValuePair<string, object?>("myapp.order_type", orderType),  // bounded set
    new KeyValuePair<string, object?>("outcome", "success"));         // bounded set

// ❌ High-cardinality: unbounded values cause cardinality explosion
failureCount.Add(1, new KeyValuePair<string, object?>("order_id", orderId)); // ❌ unbounded

Rules:

• Dimensions MUST be predefined and low-cardinality (item type, queue name, outcome)
• Avoid unbounded values (each unique value = new time series row → cardinality explosion)
• High-cardinality dimensions MUST be opt-in configuration
• Consistent names across components: myapp.region means the same everywhere
• Users can enable exemplars for trace correlation (not via dimensions)

Performance Requirements

Instrumentation MUST be cheap by default. Follow these rules to minimize overhead:

Zero-Allocation Fast Path

// ✅ CORRECT: Guard with cheap checks
if (ActivitySource.HasListeners())
{
    using var activity = ActivitySource.StartActivity("Operation");
    // ... expensive work
}

// ✅ CORRECT: Use TagList (struct) for metrics
var tags = new TagList
{
    { "myapp.order_type", orderType },
    { "outcome", "success" }
};
counter.Add(1, tags);

Timing

// ✅ Timestamp math (no allocation)
var startTime = Stopwatch.GetTimestamp();
try { await ProcessAsync(); }
finally { var duration = Stopwatch.GetElapsedTime(startTime); metrics.OrderProcessingSucceeded(orderType, duration); }

// ❌ Allocates: Stopwatch.StartNew() or IDisposable timing wrappers

Avoid Hidden Allocations

// ❌ Allocates: string interpolation without IsAllDataRequested guard
activity?.SetTag("item", $"Processing {itemId}"); // ❌

// ✅ Guard expensive work behind IsAllDataRequested
if (activity?.IsAllDataRequested == true)
    activity.SetTag("item", $"Processing {itemId}");

Rules:

• No Stopwatch.StartNew() (use Stopwatch.GetTimestamp()/GetElapsedTime)
• Prefer TagList (struct) over arrays/dictionaries
• No LINQ, string interpolation, or async state machines in hot paths without guards

Testing Requirements

Span Tests

[Test]
public async Task Should_create_processing_span_with_correct_parent()
{
    // Arrange
    using var parent = new Activity("Parent").Start();

    // Act
    await handler.Handle(item);

    // Assert
    var processingSpan = recordedActivities.Single(a => a.OperationName == "ProcessItem");
    Assert.AreEqual(parent.Id, processingSpan.ParentId);
    Assert.AreEqual("myapp.item_type", processingSpan.Tags.First().Key);
}

[Test]
public void Should_not_introduce_breaking_changes_to_span_names()
{
    // Ensures string values in span names are under test
    Assert.AreEqual("ProcessItem", MyFeature.SpanName);
}

Rules:

• Test which spans activities connect to
• Test string values (span names, tag names) to prevent breaking changes
• Remember: telemetry is part of public API

Versioning

• Telemetry versioning decoupled from package version
• Use SemVer semantics
• Traces and Metrics use separate versions (evolve independently)
• Start with pre-1.0.0 version until adoption/usefulness proven

private static readonly ActivitySource ActivitySource = new("MyApp.MyComponent", "0.9.0");
private readonly Meter meter = new("MyApp.MyComponent", "0.8.0");

Logs

.NET logs integrate with OpenTelemetry through the built-in ILogger API. The OTel SDK provides AddOpenTelemetry() on the logging builder to collect, process, and export logs. Log records are automatically correlated with traces via TraceId/SpanId.

See sdk-resources-and-logs-reference.md for full logs integration patterns including correlation, redaction, structured logging, and severity filtering.

Reference Files

• traces-and-propagation-reference.md: SpanKind deep dive with examples, Span Links (batch, scatter/gather, trace boundary), Context Propagation (W3C traceparent, DistributedContextPropagator, custom propagators), Baggage, and the full modern exception recording pattern.
• metrics-and-instruments-reference.md: All 7 metric instrument types with creation/recording code and when-to-use guidance, observable instrument callback patterns, dimensions deep dive, exemplars, aggregation defaults, and units.
• sdk-resources-and-logs-reference.md: SDK initialization (ASP.NET Core + Console), Resource configuration (ResourceBuilder, AddService, AddDetector, custom detectors), Exporters (OTLP, Console, Jaeger, Zipkin, Prometheus), Instrumentation Libraries, Sampling (built-in, custom, env vars, head/tail-based), Logs integration (ILogger, correlation, redaction, structured logging), and environment variable configuration.

References

• OTel Specification Overview
• OTel Semantic Conventions
• OTel Common Spec (AnyValue)
• OTel Tracing SDK Spec
• OTel Metrics SDK Spec
• OTel Logs Spec
• OTel Resource Spec
• OTel Context Spec
• .NET Observability with OpenTelemetry (MS Learn)
• OTel .NET Manual Instrumentation
• OTel .NET Metric Instruments
• OTel .NET Sampling
• OTel .NET Zero-Code Instrumentation