Instrument Product Analytics
PostHogOfficialCreated by PostHog
- Skill
- Tool integration
- Data and AI
- MIT
- Low risk
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
Download the skill as a ZIP:
https://autogineer.com/agent-skills/posthog/instrument-product-analytics/downloadUnzip 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-IDandX-POSTHOG-SESSION-IDheaders 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-gettool to retrieve the project'sapi_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-getMCP response for aregionfield —USmaps tohttps://us.i.posthog.com,EUmaps tohttps://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 codereferences/EXAMPLE-next-pages-router.md- next-pages-router example project codereferences/EXAMPLE-react-react-router-6.md- react-react-router-6 example project codereferences/EXAMPLE-react-react-router-7-framework.md- react-react-router-7-framework example project codereferences/EXAMPLE-react-react-router-7-data.md- react-react-router-7-data example project codereferences/EXAMPLE-react-react-router-7-declarative.md- react-react-router-7-declarative example project codereferences/EXAMPLE-nuxt-3-6.md- nuxt-3-6 example project codereferences/EXAMPLE-nuxt-4.md- nuxt-4 example project codereferences/EXAMPLE-vue-3.md- vue-3 example project codereferences/EXAMPLE-react-tanstack-router-file-based.md- react-tanstack-router-file-based example project codereferences/EXAMPLE-react-tanstack-router-code-based.md- react-tanstack-router-code-based example project codereferences/EXAMPLE-tanstack-start.md- tanstack-start example project codereferences/EXAMPLE-sveltekit.md- sveltekit example project codereferences/EXAMPLE-astro-static.md- astro-static example project codereferences/EXAMPLE-astro-view-transitions.md- astro-view-transitions example project codereferences/EXAMPLE-astro-ssr.md- astro-ssr example project codereferences/EXAMPLE-astro-hybrid.md- astro-hybrid example project codereferences/EXAMPLE-angular.md- angular example project codereferences/EXAMPLE-django.md- django example project codereferences/EXAMPLE-flask.md- flask example project codereferences/EXAMPLE-fastapi.md- fastapi example project codereferences/EXAMPLE-python.md- python example project codereferences/EXAMPLE-laravel.md- laravel example project codereferences/EXAMPLE-php.md- php example project codereferences/EXAMPLE-ruby-on-rails.md- ruby-on-rails example project codereferences/EXAMPLE-ruby.md- ruby example project codereferences/EXAMPLE-android.md- android example project codereferences/EXAMPLE-swift.md- swift example project codereferences/EXAMPLE-react-native.md- react-native example project codereferences/EXAMPLE-expo.md- expo example project codereferences/next-js.md- Next.jsreferences/react-router-v6.md- React router v6references/react-router-v7-framework-mode.md- React router v7 framework mode (remix v3)references/react-router-v7-data-mode.md- React router v7 data modereferences/react-router-v7-declarative-mode.md- React router v7 declarative modereferences/nuxt-js-3-6.md- Nuxt.js (v3.0 to v3.6)references/nuxt-js.md- Nuxt.jsreferences/vue-js.md- Vue.jsreferences/tanstack-start.md- Tanstack startreferences/svelte.md- Sveltereferences/astro.md- Astroreferences/angular.md- Angularreferences/django.md- Djangoreferences/flask.md- Flaskreferences/python.md- Pythonreferences/posthog-python.md- PostHog python SDKreferences/dotnet.md- .netreferences/elixir.md- Elixirreferences/go.md- Goreferences/laravel.md- Laravelreferences/php.md- Phpreferences/ruby-on-rails.md- Ruby on railsreferences/ruby.md- Rubyreferences/android.md- Androidreferences/ios.md- Iosreferences/usage.md- Ios SDK usagereferences/configuration.md- Ios SDK configurationreferences/flutter.md- Flutterreferences/react-native.md- React nativereferences/identify-users.md- Identify usersreferences/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
- ATTRIBUTION.mdAdded by AutoGineer970 B
- LICENSELicence file added by AutoGineer1.0 KiB
- SKILL.md9.6 KiB
- references/COMMANDMENTS.md1.5 KiB
- references/EXAMPLE-android.md49.8 KiB
- references/EXAMPLE-angular.md23.1 KiB
- references/EXAMPLE-astro-hybrid.md27.5 KiB
- references/EXAMPLE-astro-ssr.md27.6 KiB
- references/EXAMPLE-astro-static.md19.6 KiB
- references/EXAMPLE-astro-view-transitions.md23.3 KiB
- references/EXAMPLE-django.md30.7 KiB
- references/EXAMPLE-expo.md35.1 KiB
- references/EXAMPLE-fastapi.md40.9 KiB
- references/EXAMPLE-flask.md32.4 KiB
- references/EXAMPLE-laravel.md59.3 KiB
- references/EXAMPLE-next-app-router.md17.6 KiB
- references/EXAMPLE-next-pages-router.md19.1 KiB
- references/EXAMPLE-nuxt-3-6.md22.3 KiB
- references/EXAMPLE-nuxt-4.md28.9 KiB
- references/EXAMPLE-php.md13.0 KiB
- references/EXAMPLE-python.md11.6 KiB
- references/EXAMPLE-react-native.md46.0 KiB
- references/EXAMPLE-react-react-router-6.md13.5 KiB
- references/EXAMPLE-react-react-router-7-data.md20.1 KiB
- references/EXAMPLE-react-react-router-7-declarative.md15.0 KiB
- references/EXAMPLE-react-react-router-7-framework.md32.5 KiB
- references/EXAMPLE-react-tanstack-router-code-based.md19.6 KiB
- references/EXAMPLE-react-tanstack-router-file-based.md18.3 KiB
- references/EXAMPLE-ruby-on-rails.md38.0 KiB
- references/EXAMPLE-ruby.md10.0 KiB
- references/EXAMPLE-sveltekit.md18.6 KiB
- references/EXAMPLE-swift.md18.8 KiB
- references/EXAMPLE-tanstack-start.md29.9 KiB
- references/EXAMPLE-vue-3.md17.9 KiB
- references/android.md33.3 KiB
- references/angular.md16.5 KiB
- references/astro.md15.8 KiB
- references/configuration.md17.2 KiB
- references/django.md14.9 KiB
- references/dotnet.md25.8 KiB
- references/elixir.md17.6 KiB
- references/flask.md8.1 KiB
- references/flutter.md42.8 KiB
- references/go.md20.1 KiB
- references/identify-users.md12.2 KiB
- references/ios.md8.0 KiB
- references/laravel.md13.1 KiB
- references/next-js.md18.3 KiB
- references/nuxt-js-3-6.md11.4 KiB
- references/nuxt-js.md15.1 KiB
- references/php.md23.7 KiB
- references/posthog-python.md69.3 KiB
- references/python.md52.2 KiB
- references/react-native.md59.9 KiB
- references/react-router-v6.md13.6 KiB
- references/react-router-v7-data-mode.md13.5 KiB
- references/react-router-v7-declarative-mode.md13.7 KiB
- references/react-router-v7-framework-mode.md20.2 KiB
- references/ruby-on-rails.md19.7 KiB
- references/ruby.md25.5 KiB
- references/svelte.md14.6 KiB
- references/tanstack-start.md12.8 KiB
- references/usage.md29.2 KiB
- references/vue-js.md13.4 KiB
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.cominstead ofhttps://us.i.posthog.com(ingestion host), and usehttps://eu.posthog.cominstead ofhttps://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-phpIn 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_KEYandPOSTHOG_HOSTwhen 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_idthat matches the ID your frontend uses when callingposthog.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, orinvite 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(), andcapture(['send_feature_flags' => true])still work during the migration period, but they're deprecated. PreferevaluateFlags()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:
| Attribute | Description |
|---|---|
host Type: String Default: us.i.posthog.com | URL of your PostHog instance. |
ssl Type: Boolean Default: true | Whether 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: 10000 | Request timeout in milliseconds. |
verify_batch_events_request Type: Boolean Default: true | Whether 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: 3000 | Request timeout for feature flags in milliseconds. |
flag_definition_cache_provider Type: PostHog\FlagDefinitionCacheProvider Default: null | Provider for distributed local-evaluation flag definition caching. See local evaluation in distributed environments. |
maximum_backoff_duration Type: Integer Default: 10000 | Request retry backoff. Retries stop after this duration is hit. |
consumer Type: String Default: lib_curl | One of socket, file, lib_curl, fork_curl, and noop. Determines what transport option to use for analytics capture. |
debug Type: Boolean Default: false | Output debug logs or not. |
max_queue_size Type: Integer Default: 1000 | Maximum number of events to queue before rejecting new events. Applies to queued consumers. |
batch_size Type: Integer Default: 100 | Number of queued events to send in each batch. Applies to queued consumers. |
compress_request Type: Boolean/String Default: false | Whether to gzip batch request payloads. |
error_handler Type: Callable Default: null | Callback 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
| Attribute | Description |
|---|---|
enabled Type: Boolean Default: false | Enables automatic error tracking handlers. Manual captureException works regardless. |
capture_errors Type: Boolean Default: true | When 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: 20 | Maximum number of stack frames included in $exception_list. |
context_provider Type: Callable or null Default: null | Callback 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
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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 or PostHog.
Download ZIP
The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download instrument-product-analytics.zip