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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/php.md

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

PHP

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

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

  • Identifying users

  • Capturing events

  • Person profiles and properties

  • Alias

  • Feature flags

  • Request context

  • Error tracking

  • Config options

  • Flushing and shutting down

  • Debug mode

  • Thank you

This is an optional library you can install if you're working with PHP. It uses an internal queue to batch requests, flushes at the end of the request, and optionally does so in an async manner.

Using Laravel? See our Laravel guide for the experimental Laravel SDK or manual integration with the PHP SDK. Using the PHP SDK directly with your own instrumentation remains supported.

Installation

Install the package with Composer:

composer require posthog/posthog-php

In your app, set your project token before making any calls.

PostHog\PostHog::init("<ph_project_token>",
  ['host' => 'https://us.i.posthog.com']
);

Note: As a rule of thumb, we do not recommend having API keys or tokens in plaintext. Setting them as environment variables is best. The PHP SDK reads POSTHOG_API_KEY and POSTHOG_HOST when you omit the project token or host.

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

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([
  'distinctId' => 'distinct_id_of_the_user',
  'event' => '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([
  'distinctId' => 'distinct_id_of_the_user',
  'event' => 'user_signed_up',
  'properties' => [
    '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 pageviews from your backend like so:

PostHog::capture([
  'distinctId' => 'distinct_id_of_the_user',
  'event' => '$pageview',
  'properties' => [
    '$current_url' => 'https://example.com'
  ]
]);

Person profiles and properties

The PHP SDK captures identified events by default. These create person profiles. To set person properties, call identify with the user's distinct ID and properties:

PostHog::identify([
    'distinctId' => 'distinct_id',
    'properties' => [
        'email' => '[email protected]',
        'name' => 'Max Hedgehog',
    ],
]);

You can also include person properties when capturing an event:

PostHog::capture([
    'distinctId' => 'distinct_id',
    'event' => 'event_name',
    'properties' => [
        '$set' => [
            'name' => 'Max Hedgehog'
        ],
        '$set_once' => [
            '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([
    'distinctId' => 'distinct_id',
    'event' => 'event_name',
    'properties' => [
        '$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.

PostHog::alias([
  'distinctId' => 'distinct_id',
  'alias' => 'alias_id'
]);

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

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 PHP:

Step 1: Evaluate flags once

Call PostHog::evaluateFlags() once for the user, then read values from the returned snapshot.

Boolean feature flags
$flags = PostHog::evaluateFlags('distinct_id_of_your_user');

if ($flags->isEnabled('flag-key')) {
    // Do something differently for this user
    // Optional: fetch the payload
    $matchedFlagPayload = $flags->getFlagPayload('flag-key');
}
Multivariate feature flags
$flags = PostHog::evaluateFlags('distinct_id_of_your_user');

$enabledVariant = $flags->getFlag('flag-key');

if ($enabledVariant === 'variant-key') { // replace 'variant-key' with the key of your variant
    // Do something differently for this user
    // Optional: fetch the payload
    $matchedFlagPayload = $flags->getFlagPayload('flag-key');
}

$flags->getFlag() returns the variant string for multivariate flags, true for enabled boolean flags, false for disabled flags, and null when the flag wasn't returned by the evaluation.

You can also call $flags->getKeys() to list the evaluated flag keys, or $flags->getEventProperties() to get the $feature/<flag-key> and $active_feature_flags properties that would be attached to a captured event.

Note: PostHog::isFeatureEnabled(), PostHog::getFeatureFlag(), PostHog::getFeatureFlagPayload(), and capture(['send_feature_flags' => true]) still work during the migration period, but they're deprecated. Prefer evaluateFlags() 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.

$flags = PostHog::evaluateFlags('distinct_id_of_your_user');

if ($flags->isEnabled('flag-key')) {
    // Do something differently for this user
}

PostHog::capture([
    'distinctId' => 'distinct_id_of_your_user',
    'event' => 'event_name',
    '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([
    'distinctId' => 'distinct_id_of_your_user',
    'event' => 'event_name',
    'flags' => $flags->onlyAccessed(),
]);

// Attach only specific flags
PostHog::capture([
    'distinctId' => 'distinct_id_of_your_user',
    'event' => 'event_name',
    'flags' => $flags->only(['checkout-flow', 'new-dashboard']),
]);

onlyAccessed() is order-dependent. If you call it before accessing any flags with isEnabled() or getFlag(), no feature flag properties are attached.

Method 2: Include the $feature/feature_flag_name property manually

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

PostHog::capture([
    'distinctId' => 'distinct_id_of_your_user',
    'event' => 'event_name',
    'properties' => [
        // 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, evaluateFlags() evaluates every flag for the user. If you only need a few flags, pass flagKeys to request only those flags:

$flags = PostHog::evaluateFlags(
    distinctId: 'distinct_id_of_your_user',
    flagKeys: ['checkout-flow', 'new-dashboard'],
);
Optional evaluation parameters

evaluateFlags() also accepts optional parameters for local evaluation and GeoIP behavior:

$flags = PostHog::evaluateFlags(
    distinctId: 'distinct_id_of_your_user',
    groups: ['company' => 'company_id_in_your_db'],
    personProperties: ['plan' => 'pro'],
    groupProperties: ['company' => ['employees' => 11]],
    onlyEvaluateLocally: false, // Defaults to false. Set to true to avoid a remote fallback.
    disableGeoip: false, // Defaults to false. Set to true to disable GeoIP enrichment during remote evaluation.
    flagKeys: ['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 evaluateFlags(), the SDK sends this event when you call $flags->isEnabled() or $flags->getFlag() for a flag.

The SDK deduplicates these events per (flag key, distinct_id) 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:

$flags = PostHog::evaluateFlags(
    distinctId: 'distinct_id_of_the_user',
    groups: [
        'your_group_type' => 'your_group_id',
        'another_group_type' => 'your_group_id',
    ],
    personProperties: ['property_name' => 'value'],
    groupProperties: [
        'your_group_type' => ['group_property_name' => 'value'],
        'another_group_type' => ['group_property_name' => '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.

Request timeout

You can configure the feature_flag_request_timeout_ms parameter when initializing your PostHog client to set a flag request timeout. This helps prevent your code from being blocked if PostHog's servers are too slow to respond. By default, this is set to 3 seconds.

PostHog::init("<ph_project_token>",
    [
        'host' => 'https://us.i.posthog.com',
        'feature_flag_request_timeout_ms' => 3000, // Time in milliseconds. Defaults to 3000 (3 seconds).
    ]
);
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.

To load feature flag definitions for local evaluation, initialize the SDK with your secret API key as personalAPIKey:

PostHog::init(
    '<ph_project_token>',
    ['host' => 'https://us.i.posthog.com'],
    personalAPIKey: 'your secret API key'
);

For details on how to implement local evaluation, see our local evaluation guide. For distributed or stateless PHP applications, use flag_definition_cache_provider to share flag definitions across workers or requests. See local evaluation in distributed environments.

Experiments (A/B tests)

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

$flags = PostHog::evaluateFlags('user_distinct_id');
$variant = $flags->getFlag('experiment-feature-flag-key');

if ($variant === 'variant-name') {
    // Do something differently for this user
}

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

Group analytics

Group analytics allows you to associate an event with a group (e.g. teams, organizations, etc.). This feature requires version 2.1.0 or above of the PHP SDK. 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 the pricing page.

To create a group or update its properties, use groupIdentify:

PostHog::groupIdentify([
    'groupType' => 'company',
    'groupKey' => 'company_id_in_your_db',
    'properties' => [
        'name' => 'Awesome Inc.',
        'employees' => 11,
    ],
    // Optional distinct ID to associate this event with an existing person.
    // Requires posthog-php 4.4.0 or later.
    'distinctId' => 'user_distinct_id'
]);

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 is used instead.

If the optional distinctId parameter is not provided in the group identify call, it defaults to ${groupType}_${groupKey} (e.g., $company_company_id_in_your_db in the example above). This default behavior results in each group appearing as a separate person in PostHog. To avoid this, use a consistent distinctId, such as group_identifier, or a real user distinct ID.

Once a group is created, you can use the capture method and pass in the groups parameter to capture an event with group analytics.

PostHog::capture([
    'distinctId' => 'user_distinct_id',
    'event' => 'some_event',
    'groups' => ['company' => 'company_id_in_your_db']
]);

Request context

Use request context to apply a distinct ID, session ID, and common properties to all captures inside a callback. This is useful when connecting frontend activity to backend events, session replay, and error tracking.

PostHog::withContext([
    'distinctId' => 'user_distinct_id',
    'sessionId' => 'session_id_from_frontend',
    'properties' => [
        '$current_url' => 'https://example.com/account',
    ],
], function () {
    PostHog::capture([
        'event' => 'backend_event',
    ]);
});

You can extract PostHog context from frontend tracing headers with contextFromHeaders(). If you're using PostHog JS on the frontend, configure tracing_headers for your PHP backend hostname so browser requests include the session and distinct ID headers.

Then read the incoming headers on the server:

$context = PostHog::contextFromHeaders($_SERVER);

PostHog::withContext($context, function () {
    PostHog::capture([
        'event' => 'backend_event',
    ]);
});

Call PostHog::getContext() to read the currently active context. Pass ['fresh' => true] as the third argument to withContext() if you don't want to inherit any existing context.

Tracing headers are client-controlled analytics context, not authentication or authorization. Pass an authenticated distinctId explicitly for security-sensitive server-side decisions.

Error tracking

The PHP SDK supports both manual exception capture and opt-in automatic error tracking.

To automatically capture uncaught exceptions, PHP errors, and fatal shutdown errors, enable error_tracking when initializing the client:

PostHog::init(
    '<ph_project_token>',
    [
        'host' => 'https://us.i.posthog.com',
        'error_tracking' => [
            'enabled' => true,
        ],
    ],
);

You can also call PostHog::captureException() directly for manual capture. When source files are readable at runtime, PostHog includes surrounding source lines for in-app stack frames automatically.

For the full setup guide, including context_provider, excluded exceptions, and verification steps, see the PHP error tracking installation docs.

Config options

When calling PostHog::init, there are various configuration options you can set apart from the host. Pass them into your client initialisation like so:

PostHog::init(
    '<ph_project_token>',
    [
        'host' => 'https://us.i.posthog.com',
        'debug' => true,
        'ssl' => false,
        // all options go here
    ],
);

All possible options below:

AttributeDescription
host Type: String Default: us.i.posthog.comURL of your PostHog instance.
ssl Type: Boolean Default: trueWhether to use SSL for API requests or not. If host includes http:// or https://, the SDK infers this option unless you set it explicitly.
timeout Type: Integer Default: 10000Request timeout in milliseconds.
verify_batch_events_request Type: Boolean Default: trueWhether to verify successful delivery of batch events (true, synchronous) or fire and forget (false, asynchronous) with the lib_curl consumer.
feature_flag_request_timeout_ms Type: Integer Default: 3000Request timeout for feature flags in milliseconds.
flag_definition_cache_provider Type: PostHog\FlagDefinitionCacheProvider Default: nullProvider for distributed local-evaluation flag definition caching. See local evaluation in distributed environments.
maximum_backoff_duration Type: Integer Default: 10000Request retry backoff. Retries stop after this duration is hit.
consumer Type: String Default: lib_curlOne of socket, file, lib_curl, fork_curl, and noop. Determines what transport option to use for analytics capture.
debug Type: Boolean Default: falseOutput debug logs or not.
max_queue_size Type: Integer Default: 1000Maximum number of events to queue before rejecting new events. Applies to queued consumers.
batch_size Type: Integer Default: 100Number of queued events to send in each batch. Applies to queued consumers.
compress_request Type: Boolean/String Default: falseWhether to gzip batch request payloads.
error_handler Type: Callable Default: nullCallback invoked for SDK transport errors.
filename Type: String Default: sys_get_temp_dir() . '/posthog.log'File path used when consumer is set to file.
error_tracking Type: Array Default: []Enables automatic error tracking. See the options below or the PHP error tracking setup guide.
Error tracking options
AttributeDescription
enabled Type: Boolean Default: falseEnables automatic error tracking handlers. Manual captureException works regardless.
capture_errors Type: Boolean Default: trueWhen enabled, captures PHP errors and fatal shutdown errors in addition to uncaught exceptions.
excluded_exceptions Type: Array of class strings Default: []Throwable classes to skip during automatic capture.
max_frames Type: Integer Default: 20Maximum number of stack frames included in $exception_list.
context_provider Type: Callable or null Default: nullCallback that returns distinctId and extra event properties for automatic captures.

Flushing and shutting down

Call PostHog::flush() to send queued events without closing resources. When a script or long-running worker stops, call PostHog::shutdown() instead; it flushes queued events and releases resources held by providers such as flag_definition_cache_provider.

PostHog::shutdown();

Debug mode

PostHog::init(
    '<ph_project_token>',
    [
        'host' => 'https://us.i.posthog.com',
        'debug' => true,
    ],
);

Thank you

This library is largely based on the analytics-php package.

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