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Instrument Product Analytics

PostHogOfficialCreated by PostHog

  • Skill
  • Tool integration
  • Data and AI
  • MIT
  • Low risk

From the author

Add PostHog product analytics events to track user behavior. Use after implementing new features or reviewing PRs to ensure meaningful user actions are captured. Also handles initial PostHog SDK setup if not yet installed.
— the description by PostHog

AutoGineer summary

Written by AutoGineer from the skill’s own files, not by the author

This skill provides a structured, multi-step workflow to integrate PostHog product analytics into a wide variety of software projects. It guides the user through detecting the project's framework, installing the appropriate SDK, initializing the service, and strategically placing event capture calls. The skill emphasizes non-intrusive implementation, requiring that new analytics code be added alongside existing logic without altering the project's fundamental architecture. It also covers user identification, error tracking, and secure environment variable management.

What it does

  • Detects the project's framework and language to determine the correct PostHog SDK.
  • Handles initial SDK installation and initialization based on framework-specific patterns.
  • Identifies key user actions and business-critical events for tracking.
  • Implements event capture calls and user identification logic.
  • Configures environment variables securely for API tokens and host URLs.
  • Verifies the integration and performs targeted linting on modified files.

When to use it

  • After implementing new features that require tracking for product analytics.
  • When reviewing pull requests to ensure meaningful user behaviors are captured.
  • During the initial setup of a new project that needs product analytics.
  • When migrating or adding analytics to an existing application.

Advantages

  • Supports a broad range of frontend, backend, and mobile frameworks.
  • Ensures consistent event naming and property usage across the codebase.
  • Prioritizes non-breaking changes and minimal impact on existing code structure.
  • Automates the complex setup of environment variables and SDK initialization.

Usage examples

“Add PostHog analytics to my Next.js project.”
The agent will analyze the project structure, install the PostHog SDK, initialize it in the appropriate client/server files, and prompt you to identify key events to track.
“I need to track user signups and errors in my Django backend.”
The agent will locate your authentication logic, add identify calls, implement exception capture, and ensure the PostHog project tokens are managed via environment variables.

Install

  1. Download the skill as a ZIP:

    https://mp-staging.autogineer.com/agent-skills/posthog/instrument-product-analytics/download
  2. Unzip it into the cross-client skills folder of your project:

    mkdir -p .agents/skills && unzip instrument-product-analytics.zip -d .agents/skills

Documentation by PostHog

Add PostHog product analytics events

Use this skill to add product analytics events (capture calls) that track meaningful user actions in new or changed code. Use it after implementing features or reviewing PRs to ensure key user behaviors are captured. If PostHog is not yet installed, this skill also covers initial SDK setup. Supports any framework or language.

Supported frameworks and languages: Next.js, React Router, Nuxt, Vue, TanStack Start, SvelteKit, Astro, Angular, Django, Flask, FastAPI, Laravel, PHP, Ruby on Rails, Go, Elixir, Android, iOS, Flutter, React Native, Expo, and more.

Instructions

Follow these steps IN ORDER:

STEP 1: Analyze the codebase and detect the platform.

Look for dependency files (package.json, pubspec.yaml, Podfile, Package.swift, requirements.txt, Gemfile, composer.json, go.mod, mix.exs, etc.) to determine the framework and language.

Look for lockfiles (pnpm-lock.yaml, package-lock.json, yarn.lock, bun.lockb, go.sum, pubspec.lock, Podfile.lock, Package.resolved, mix.lock) to determine the package manager.

  • Check for existing PostHog setup. If PostHog is already installed and initialized, skip to STEP 5.

STEP 2: Research integration. (Skip if PostHog is already set up.) 2.1. Find the reference file below that matches the detected framework — it is the source of truth for SDK initialization, provider setup, and event capture patterns. Read it now. 2.2. If no reference matches, fall back to your general knowledge and web search. Use posthog.com/docs as the primary search source.

STEP 3: Install the PostHog SDK. (Skip if PostHog is already set up.)

  • Add the PostHog SDK package for the detected platform. Do not manually edit package.json — use the package manager's install command.

STEP 4: Initialize PostHog. (Skip if PostHog is already set up.)

  • Follow the framework reference for where and how to initialize. This varies significantly by framework (e.g., instrumentation-client.ts for Next.js 15.3+, AppConfig.ready() for Django, create_app() for Flask).

STEP 5: Plan event tracking.

  • From the project's file list, select between 10 and 15 files that might have interesting business value for event tracking, especially conversion and churn events.

  • Also look for files related to login that could be used for identifying users, along with error handling.

  • Find any existing posthog.capture() code. Make note of event name formatting. Don't duplicate existing events; supplement them.

  • Track actions only, not pageviews (those can be captured automatically). Exceptions can be made for "viewed"-type events at the top of a conversion funnel.

  • Server-side events are REQUIRED if the project includes any instrumentable server-side code (API routes, server actions, webhook handlers, payment/checkout completion, authentication endpoints).

STEP 6: Implement event capture.

  • For each planned event, add posthog.capture() calls with useful properties.

  • If a file already has existing integration code for other tools or services, don't overwrite or remove that code. Place PostHog code below it.

  • Do not alter the fundamental architecture of existing files. Make additions minimal and targeted.

  • You must read a file immediately before attempting to write it.

STEP 7: Identify users.

  • Add PostHog identify() calls on the client side during login and signup events. Use the contents of login and signup forms to identify users on submit.

  • If both frontend and backend exist, pass the client-side session and distinct ID using X-POSTHOG-DISTINCT-ID and X-POSTHOG-SESSION-ID headers to the server-side code. On the server side, make sure events have a matching distinct ID.

STEP 8: Add error tracking.

  • Add PostHog exception capture error tracking to relevant files, particularly around critical user flows and API boundaries.

STEP 9: Set up environment variables.

  • Check if the project already has PostHog environment variables configured (e.g. in .env, .env.local, or framework-specific env files). If valid values already exist, skip this step.

  • If the PostHog project token is missing, use the PostHog MCP server's projects-get tool to retrieve the project's api_token. If multiple projects are returned, ask the user which project to use. If the MCP server is not connected or not authenticated, ask the user for their PostHog project token instead.

  • For the PostHog host URL: check the projects-get MCP response for a region field — US maps to https://us.i.posthog.com, EU maps to https://eu.i.posthog.com. If the region is not available from the MCP response or from existing project configuration, ask the user: "Are you on PostHog US Cloud or EU Cloud?" Do not assume US Cloud.

  • Write these values to the appropriate env file using the framework's naming convention.

  • Reference these environment variables in code instead of hardcoding them.

STEP 10: Verify and clean up.

  • Check the project for errors. Look for type checking or build scripts in package.json.

  • Ensure any components created were actually used.

  • Run any linter or prettier-like scripts found in the package.json, but ONLY on the files you have edited or created during this session. Never run formatting or linting across the entire project's codebase.

Reference files

  • references/EXAMPLE-next-app-router.md - next-app-router example project code

  • references/EXAMPLE-next-pages-router.md - next-pages-router example project code

  • references/EXAMPLE-react-react-router-6.md - react-react-router-6 example project code

  • references/EXAMPLE-react-react-router-7-framework.md - react-react-router-7-framework example project code

  • references/EXAMPLE-react-react-router-7-data.md - react-react-router-7-data example project code

  • references/EXAMPLE-react-react-router-7-declarative.md - react-react-router-7-declarative example project code

  • references/EXAMPLE-nuxt-3-6.md - nuxt-3-6 example project code

  • references/EXAMPLE-nuxt-4.md - nuxt-4 example project code

  • references/EXAMPLE-vue-3.md - vue-3 example project code

  • references/EXAMPLE-react-tanstack-router-file-based.md - react-tanstack-router-file-based example project code

  • references/EXAMPLE-react-tanstack-router-code-based.md - react-tanstack-router-code-based example project code

  • references/EXAMPLE-tanstack-start.md - tanstack-start example project code

  • references/EXAMPLE-sveltekit.md - sveltekit example project code

  • references/EXAMPLE-astro-static.md - astro-static example project code

  • references/EXAMPLE-astro-view-transitions.md - astro-view-transitions example project code

  • references/EXAMPLE-astro-ssr.md - astro-ssr example project code

  • references/EXAMPLE-astro-hybrid.md - astro-hybrid example project code

  • references/EXAMPLE-angular.md - angular example project code

  • references/EXAMPLE-django.md - django example project code

  • references/EXAMPLE-flask.md - flask example project code

  • references/EXAMPLE-fastapi.md - fastapi example project code

  • references/EXAMPLE-python.md - python example project code

  • references/EXAMPLE-laravel.md - laravel example project code

  • references/EXAMPLE-php.md - php example project code

  • references/EXAMPLE-ruby-on-rails.md - ruby-on-rails example project code

  • references/EXAMPLE-ruby.md - ruby example project code

  • references/EXAMPLE-android.md - android example project code

  • references/EXAMPLE-swift.md - swift example project code

  • references/EXAMPLE-react-native.md - react-native example project code

  • references/EXAMPLE-expo.md - expo example project code

  • references/next-js.md - Next.js

  • references/react-router-v6.md - React router v6

  • references/react-router-v7-framework-mode.md - React router v7 framework mode (remix v3)

  • references/react-router-v7-data-mode.md - React router v7 data mode

  • references/react-router-v7-declarative-mode.md - React router v7 declarative mode

  • references/nuxt-js-3-6.md - Nuxt.js (v3.0 to v3.6)

  • references/nuxt-js.md - Nuxt.js

  • references/vue-js.md - Vue.js

  • references/tanstack-start.md - Tanstack start

  • references/svelte.md - Svelte

  • references/astro.md - Astro

  • references/angular.md - Angular

  • references/django.md - Django

  • references/flask.md - Flask

  • references/python.md - Python

  • references/posthog-python.md - PostHog python SDK

  • references/dotnet.md - .net

  • references/elixir.md - Elixir

  • references/go.md - Go

  • references/laravel.md - Laravel

  • references/php.md - Php

  • references/ruby-on-rails.md - Ruby on rails

  • references/ruby.md - Ruby

  • references/android.md - Android

  • references/ios.md - Ios

  • references/usage.md - Ios SDK usage

  • references/configuration.md - Ios SDK configuration

  • references/flutter.md - Flutter

  • references/react-native.md - React native

  • references/identify-users.md - Identify users

  • references/COMMANDMENTS.md - Framework-specific rules the integration must follow

Each framework reference contains SDK-specific installation, initialization, and usage patterns. Find the one matching the user's stack.

Key principles

  • Environment variables: Always use environment variables for PostHog keys. Never hardcode them.

  • Minimal changes: Add PostHog code alongside existing integrations. Don't replace or restructure existing code.

  • Match the docs: Follow the framework reference's initialization and capture patterns exactly.

Files

references/dotnet.md

AI agents: this is one page from PostHog's docs. Full index of Markdown docs for LLMs: https://posthog.com/llms.txt

.NET

Canonical URL: https://posthog.com/docs/libraries/dotnet

Cloud region: This page uses US Cloud hosts. For an EU Cloud project, use https://eu.i.posthog.com instead of https://us.i.posthog.com (ingestion host), and use https://eu.posthog.com instead of https://app.posthog.com (app host for links).

On this page

  • Installation

  • Working with .NET Feature Management

  • Using the core package without ASP.NET Core

  • Debug mode

  • Identifying users

  • Capturing events

  • Request context

  • Error tracking

  • Logs

  • Person profiles and properties

  • Alias

  • Group analytics

  • Feature flags

  • Experiments (A/B tests)

  • AI observability

  • GeoIP properties

  • Serverless environments (Azure Functions/Render/Lambda/...)

This is an optional library you can install if you're working with .NET Core. It uses an internal queue to make calls fast and non-blocking. It also batches requests and flushes asynchronously, making it perfect to use in any part of your web app or other server side application that needs performance.

Installation

The PostHog package supports any .NET platform that targets .NET Standard 2.1 or .NET 8+, including MAUI, Blazor, and console applications. The PostHog.AspNetCore package provides additional conveniences for ASP.NET Core applications such as streamlined registration, request-scoped caching, and integration with .NET Feature Management.

Note: We actively test with ASP.NET Core. Other platforms should work but haven't been specifically tested. If you encounter issues, please report them on GitHub.

Not supported: Classic UWP (requires .NET Standard 2.0 only). Microsoft has deprecated UWP in favor of the Windows App SDK. For Unity projects, see our dedicated Unity SDK.

dotnet add package PostHog.AspNetCore

In your Program.cs (or Startup.cs for ASP.NET Core 2.x) file, add the following code:

using PostHog;

var builder = WebApplication.CreateBuilder(args);

// Add PostHog to the dependency injection container as a singleton.
builder.AddPostHog();

Make sure to configure PostHog with your project token, instance address, and optional personal API key. For example, in appsettings.json:

{
  "PostHog": {
    "ProjectToken": "<ph_project_token>",
    "HostUrl": "https://us.i.posthog.com"
  }
}

Note: If the host is not specified, the default host https://us.i.posthog.com is used.

Use a secrets manager to store your personal API key. For example, when developing locally you can use the UserSecrets feature of the dotnet CLI:

dotnet user-secrets init
dotnet user-secrets set "PostHog:PersonalApiKey" "phx_..."

You can find your project token and instance address in the project settings page in PostHog.

Working with .NET Feature Management

PostHog.AspNetCore supports .NET Feature Management. This enables you to use the <feature /> tag helper and the FeatureGateAttribute in your ASP.NET Core applications to gate access to certain features using PostHog feature flags.

To use feature flags with the .NET Feature Management library, you'll need to implement the IPostHogFeatureFlagContextProvider interface. The quickest way to do that is to inherit from the PostHogFeatureFlagContextProvider class and override the GetDistinctId and GetFeatureFlagOptionsAsync methods.

public class MyFeatureFlagContextProvider(IHttpContextAccessor httpContextAccessor)
    : PostHogFeatureFlagContextProvider
{
    protected override string? GetDistinctId()
        => httpContextAccessor.HttpContext?.User.Identity?.Name;

    protected override ValueTask<FeatureFlagOptions> GetFeatureFlagOptionsAsync()
    {
        // In a real app, you might get this information from a
        // database or other source for the current user.
        return ValueTask.FromResult(
            new FeatureFlagOptions
            {
                PersonProperties = new Dictionary<string, object?>
                {
                    ["email"] = "[email protected]"
                },
                OnlyEvaluateLocally = true
            });
    }
}

Then, register your implementation in Program.cs (or Startup.cs):

var builder = WebApplication.CreateBuilder(args);
builder.AddPostHog(options => {
    options.UseFeatureManagement<MyFeatureFlagContextProvider>();
});

With this in place, you can now use feature tag helpers in your Razor views:

<feature name="awesome-new-feature">
    <p>This is the new feature!</p>
</feature>
<feature name="awesome-new-feature" negate="true">
    <p>Sorry, no awesome new feature for you.</p>
</feature>

Multivariate feature flags are also supported:

<feature name="awesome-new-feature" value="variant-a">
    <p>This is the new feature variant A!</p>
</feature>
<feature name="awesome-new-feature" value="variant-b">
    <p>This is the new feature variant B!</p>
</feature>

You can also use the FeatureGateAttribute to gate access to controllers or actions:

[FeatureGate("awesome-new-feature")]
public class NewFeatureController : Controller
{
    public IActionResult Index()
    {
        return View();
    }
}

Using the core package without ASP.NET Core

If you're not using ASP.NET Core (for example, in a console application, MAUI app, or Blazor WebAssembly), install the PostHog package instead of PostHog.AspNetCore. This package has no ASP.NET Core dependencies and can be used in any .NET project targeting .NET Standard 2.1 or .NET 8+.

dotnet add package PostHog

The PostHogClient class must be implemented as a singleton in your project. For PostHog.AspNetCore, this is handled by the builder.AddPostHog(); method. For the PostHog package, you can do the following if you're using dependency injection:

builder.Services.AddPostHog();

If you're not using a builder (such as in a console application), you can do the following:

using PostHog;

var services = new ServiceCollection();
services.AddPostHog();
var serviceProvider = services.BuildServiceProvider();
var posthog = serviceProvider.GetRequiredService<IPostHogClient>();

The AddPostHog methods accept an optional Action<PostHogOptions> parameter that you can use to configure the client.

If you're not using dependency injection, you can create a static instance of the PostHogClient class and use that everywhere in your project:

using PostHog;

public static readonly PostHogClient PostHog = new(new PostHogOptions {
    ProjectToken = "<ph_project_token>",
    HostUrl = new Uri("https://us.i.posthog.com"),
    PersonalApiKey = Environment.GetEnvironmentVariable(
      "PostHog__PersonalApiKey")
});

Debug mode

If you're not seeing the expected events being captured, the feature flags being evaluated, or the surveys being shown, you can enable debug mode to see what's happening.

To see detailed logging, set the log level to Debug or Trace in appsettings.json:

{
  "DetailedErrors": true,
  "Logging": {
    "LogLevel": {
      "Default": "Information",
      "Microsoft.AspNetCore": "Warning",
      "PostHog": "Trace"
    }
  },
  ...
}

Identifying users

Identifying users is required. Backend events need a distinct_id that matches the ID your frontend uses when calling posthog.identify(). Without this, backend events are orphaned — they can't be linked to frontend event captures, session replays, LLM traces, or error tracking.

See our guide on identifying users for how to set this up.

Capturing events

You can send custom events using capture:

posthog.Capture("distinct_id_of_the_user", "user_signed_up");

Tip: We recommend using a [object] [verb] format for your event names, where [object] is the entity that the behavior relates to, and [verb] is the behavior itself. For example, project created, user signed up, or invite sent.

Setting event properties

Optionally, you can include additional information with the event by including a properties object:

posthog.Capture(
    "distinct_id_of_the_user",
    "user_signed_up",
    properties: new() {
        ["login_type"] = "email",
        ["is_free_trial"] = "true"
    }
);
Sending page views

If you're aiming for a backend-only implementation of PostHog and won't be capturing events from your frontend, you can send $pageview events from your backend like so:

using PostHog;
using Microsoft.AspNetCore.Http.Extensions;

posthog.CapturePageView(
    "distinct_id_of_the_user",
    HttpContext.Request.GetDisplayUrl());

Request context

For ASP.NET Core apps using PostHog.AspNetCore, add request context middleware before routes that call PostHog. This reads incoming PostHog tracing headers and attaches request metadata to captures, exceptions, and feature flag evaluation inside the request.

Program.cs

using PostHog;
using PostHog.AspNetCore;

var builder = WebApplication.CreateBuilder(args);
builder.AddPostHog();

var app = builder.Build();

app.UsePostHogRequestContext();

If you're using PostHog JS on the frontend, configure tracing_headers for your ASP.NET Core backend hostname so browser requests include the session and distinct ID headers.

The middleware reads X-PostHog-Distinct-Id and X-PostHog-Session-Id as request-scoped analytics context. It also adds request metadata such as $current_url, $request_method, $request_path, $user_agent, and $ip. Explicit distinct IDs and event properties always override request context.

Tracing headers are client-controlled analytics context, not authentication or authorization. For security-sensitive server-side decisions, pass an authenticated distinct ID explicitly. You can ignore tracing headers while still collecting request metadata:

app.UsePostHogRequestContext(options =>
{
    options.UseTracingHeaders = false;
});

Request-context overloads like posthog.Capture("checkout started") and posthog.EvaluateFlagsAsync() use the current request distinct ID when one is available.

Error tracking

You can manually capture exceptions using CaptureException. This sends a $exception event with stack frames, inner exceptions, aggregate exceptions, source context when available, and .NET runtime metadata.

File names, line numbers, and source context depend on debug information already available from the captured .NET stack trace. PostHog doesn't support uploading .NET PDB files yet, so production builds without runtime-accessible debug information may show less detailed stack frames.

try
{
    ProcessOrder(orderId);
}
catch (Exception exception)
{
    posthog.CaptureException(exception, "user_distinct_id");
}

Add custom properties to include request, tenant, or domain context:

posthog.CaptureException(
    exception,
    "user_distinct_id",
    new Dictionary<string, object>
    {
        ["order_id"] = orderId,
        ["environment"] = "production",
    }
);

For the full setup guide, see the .NET error tracking installation docs.

Automatic exception capture is not available in the .NET SDK yet.

Logs

PostHog Logs doesn't use this SDK. Logs are ingested over OpenTelemetry, so you attach an OTLP exporter to the standard ILogger pipeline instead — see the .NET logs installation guide.

Person profiles and properties

The .NET SDK captures identified events by default. These create person profiles. To set person properties in these profiles, include them when capturing an event:

posthog.Capture(
    "distinct_id",
    "event_name",
    personPropertiesToSet: new() { ["name"] = "Max Hedgehog" },
    personPropertiesToSetOnce: new() { ["initial_url"] = "/blog" }
);

For more details on the difference between $set and $set_once, see our person properties docs.

To capture anonymous events without person profiles, set the event's $process_person_profile property to false:

posthog.Capture(
    "distinct_id",
    "event_name",
    properties: new() {
        ["$process_person_profile"] = false
    }
)

Alias

Sometimes, you want to assign multiple distinct IDs to a single user. This is helpful when your primary distinct ID is inaccessible. For example, if a distinct ID used on the frontend is not available in your backend.

In this case, you can use alias to assign another distinct ID to the same user.

await posthog.AliasAsync("current_distinct_id", "new_distinct_id");

We strongly recommend reading our docs on alias to best understand how to correctly use this method.

Group analytics

Group analytics allows you to associate an event with a group (e.g. teams, organizations, etc.). Read the group analytics guide for more information.

Note: This is a paid feature and is not available on the open-source or free cloud plan. Learn more on our pricing page.

To capture an event and associate it with a group, add the groups argument to your Capture call:

posthog.Capture(
    "user_distinct_id",
    "some_event",
    groups: [new Group("company", "company_id_in_your_db")]);

Update properties on a group, use the GroupIdentifyAsync method:

await posthog.GroupIdentifyAsync(
    type: "company",
    key: "company_id_in_your_db",
    name: "Awesome Inc.",
    properties: new()
    {
        ["employees"] = 11
    }
);

The name is a special property which is used in the PostHog UI for the name of the group. If you don't specify a name property, the group ID will be used instead.

Feature flags

PostHog's feature flags enable you to safely deploy and roll back new features as well as target specific users and groups with them.

There are two steps to implement feature flags in .NET:

Step 1: Evaluate flags once

Call EvaluateFlagsAsync() once for the user, then read values from the returned snapshot.

Boolean feature flags
var flags = await posthog.EvaluateFlagsAsync("distinct_id_of_your_user");

if (flags.IsEnabled("flag-key"))
{
    // Do something differently for this user
    // Optional: fetch the payload
    var matchedPayload = flags.GetFlagPayload("flag-key");
}
Multivariate feature flags
var flags = await posthog.EvaluateFlagsAsync("distinct_id_of_your_user");

var enabledVariant = flags.GetFlag("flag-key")?.VariantKey;

if (enabledVariant == "variant-key") // replace "variant-key" with the key of your variant
{
    // Do something differently for this user
    // Optional: fetch the payload
    var matchedPayload = flags.GetFlagPayload("flag-key");
}

flags.GetFlag() returns a nullable FeatureFlag object. Check VariantKey for multivariate flags and IsEnabled for boolean flags. It returns null when the flag wasn't returned by the evaluation.

Note: posthog.IsFeatureEnabledAsync(), posthog.GetFeatureFlagAsync(), and Capture(..., sendFeatureFlags: true, ...) still work during the migration period, but they're deprecated. Prefer EvaluateFlagsAsync() for new code.

Step 2: Include feature flag information when capturing events

If you want use your feature flag to breakdown or filter events in your insights, you'll need to include feature flag information in those events. This ensures that the feature flag value is attributed correctly to the event.

Note: This step is only required for events captured using our server-side SDKs or API.

There are two methods you can use to include feature flag information in your events:

Method 1: Pass the evaluated flags snapshot to Capture()

Pass the same flags object that you used for branching. This attaches the exact flag values from that evaluation and doesn't make another /flags request.

var flags = await posthog.EvaluateFlagsAsync("distinct_id_of_your_user");

if (flags.IsEnabled("flag-key"))
{
    // Do something differently for this user
}

posthog.Capture(
    "distinct_id_of_your_user",
    "event_name",
    properties: null,
    groups: null,
    flags: flags
);

By default, this attaches every flag in the snapshot using $feature/<flag-key> properties and $active_feature_flags.

To reduce event property bloat, pass a filtered snapshot:

// Attach only flags accessed with IsEnabled() or GetFlag() before this call
posthog.Capture(
    "distinct_id_of_your_user",
    "event_name",
    properties: null,
    groups: null,
    flags: flags.OnlyAccessed()
);

// Attach only specific flags
posthog.Capture(
    "distinct_id_of_your_user",
    "event_name",
    properties: null,
    groups: null,
    flags: flags.Only("checkout-flow", "new-dashboard")
);
Method 2: Include the $feature/feature_flag_name property manually

In the event properties, include $feature/feature_flag_name: variant_key:

posthog.Capture(
    "distinct_id_of_your_user",
    "event_name",
    properties: new()
    {
        // Replace feature-flag-key with your flag key and "variant-key" with the key of your variant
        ["$feature/feature-flag-key"] = "variant-key",
    }
);
Evaluating only specific flags

By default, EvaluateFlagsAsync() evaluates every flag for the user. If you only need a few flags, pass FlagKeysToEvaluate to request only those flags:

var flags = await posthog.EvaluateFlagsAsync(
    "distinct_id_of_your_user",
    options: new AllFeatureFlagsOptions
    {
        FlagKeysToEvaluate = new[] { "checkout-flow", "new-dashboard" },
    }
);
Sending $feature_flag_called events

Capturing $feature_flag_called events enables PostHog to know when a flag was accessed by a user and provide analytics and insights on the flag. With EvaluateFlagsAsync(), the SDK sends this event when you call flags.IsEnabled() or flags.GetFlag() for a flag.

The SDK deduplicates these events per (distinct_id, flag, value) in a local cache. If you reinitialize the PostHog client, the cache resets and $feature_flag_called events may be sent again. PostHog handles duplicates, so duplicate $feature_flag_called events don't affect your analytics.

flags.GetFlagPayload() doesn't send $feature_flag_called events and doesn't count as an access for OnlyAccessed().

Advanced: Overriding server properties

Sometimes, you may want to evaluate feature flags using person properties, groups, or group properties that haven't been ingested yet, or were set incorrectly earlier.

You can provide properties to evaluate the flag with by using the person properties, groups, and group properties arguments. PostHog will then use these values to evaluate the flag, instead of any properties currently stored on your PostHog server.

For example:

var flags = await posthog.EvaluateFlagsAsync(
    "distinct_id_of_the_user",
    options: new AllFeatureFlagsOptions
    {
        PersonProperties = new()
        {
            ["property_name"] = "value",
        },
        Groups = new()
        {
            new Group("your_group_type", "your_group_id")
            {
                ["group_property_name"] = "value",
            },
            new Group("another_group_type", "another_group_id")
            {
                ["group_property_name"] = "another value",
            },
        },
    }
);

if (flags.IsEnabled("flag-key"))
{
    // Do something differently for this user
}
Overriding GeoIP properties

By default, a user's GeoIP properties are set using the IP address they use to capture events on the frontend. You may want to override the these properties when evaluating feature flags. A common reason to do this is when you're not using PostHog on your frontend, so the user has no GeoIP properties.

You can override GeoIP properties by including them in the person_properties parameter when evaluating feature flags. This is useful when you're evaluating flags on your backend and want to use the client's location instead of your server's location.

The following GeoIP properties can be overridden:

  • $geoip_country_code

  • $geoip_country_name

  • $geoip_city_name

  • $geoip_city_confidence

  • $geoip_continent_code

  • $geoip_continent_name

  • $geoip_latitude

  • $geoip_longitude

  • $geoip_postal_code

  • $geoip_subdivision_1_code

  • $geoip_subdivision_1_name

  • $geoip_subdivision_2_code

  • $geoip_subdivision_2_name

  • $geoip_subdivision_3_code

  • $geoip_subdivision_3_name

  • $geoip_time_zone

Simply include any of these properties in the person_properties parameter alongside your other person properties when calling feature flags.

Evaluation contexts

Configure evaluation contexts so this SDK only evaluates flags intended for the matching application, platform, or product area. For ASP.NET Core apps using PostHog.AspNetCore, add them to the PostHog configuration section:

{
    "PostHog": {
        "ProjectToken": "<ph_project_token>",
        "HostUrl": "https://us.i.posthog.com",
        "EvaluationContexts": ["main-app", "api", "backend"]
    }
}

For code-based configuration, set EvaluationContexts on PostHogOptions:

var posthog = new PostHogClient(new PostHogOptions
{
    ProjectToken = "<ph_project_token>",
    HostUrl = new Uri("https://us.i.posthog.com"),
    EvaluationContexts = ["main-app", "api", "backend"],
});

Remote /flags requests from EvaluateFlagsAsync() include evaluation_contexts when configured.

For more details, see the evaluation contexts guide.

Local evaluation

Evaluating feature flags requires making a request to PostHog for each flag. However, you can improve performance by evaluating flags locally. Instead of making a request for each flag, PostHog will periodically request and store feature flag definitions locally, enabling you to evaluate flags without making additional requests.

It is best practice to use local evaluation flags when possible, since this enables you to resolve flags faster and with fewer API calls.

For details on how to implement local evaluation, see our local evaluation guide.

Experiments (A/B tests)

Since experiments use feature flags, the code for running an experiment is very similar to the feature flags code:

var flags = await posthog.EvaluateFlagsAsync("user_distinct_id");
var variant = flags.GetFlag("experiment-feature-flag-key")?.VariantKey;

if (variant == "variant-name")
{
    // Do something
}

It's also possible to run experiments without using feature flags.

AI observability

PostHog.AI adds AI observability for .NET applications using OpenAI or Azure OpenAI. It is currently pre-release, so expect breaking changes before a stable release.

For installation instructions, see the OpenAI guide for .NET or the Azure OpenAI guide for .NET.

GeoIP properties

The posthog-dotnet library disregards the server IP, does not add the GeoIP properties, and does not use the values for feature flag evaluations.

Serverless environments (Azure Functions/Render/Lambda/...)

By default, the library buffers events before sending them to the /batch endpoint for better performance. This can lead to lost events in serverless environments if the .NET process is terminated by the platform before the buffer is fully flushed.

To avoid this, call await posthog.FlushAsync() after processing every request by adding it as a middleware to your server. This allows posthog.Capture() to remain asynchronous for better performance.

Requirements and compatibility

Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta

“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.

Needs: Needs an MCP server, Needs Python, Needs Node.js

Security

What our scanner noticed· Low risk

  • Instructions that use the network

A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.

Attribution and licence

Created by
PostHog
Publisher
PostHog (Official)
Source
PostHog/skills · skills/omnibus/instrument-product-analytics · commit a5d30e7
Licence
MIT License (redistribution allowed)
  • LICENSE (added by AutoGineer from LICENSE)
  • ATTRIBUTION.md (written by AutoGineer)
Synced

AutoGineer is not affiliated with or endorsed by PostHog.

Download ZIP

The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download instrument-product-analytics.zip