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Omnibus 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, step-by-step procedure for integrating PostHog product analytics into a wide variety of web, mobile, and backend frameworks. It handles the full lifecycle of the integration, from detecting the project's technology stack and installing the necessary SDKs to implementing event tracking, user identification, and error monitoring. The skill emphasizes non-intrusive changes, ensuring that new analytics code is added alongside existing logic without disrupting the project's architecture.

What it does

  • Detects the project framework and language to determine the correct PostHog SDK.
  • Installs the required PostHog SDK package automatically.
  • Initializes the PostHog instance according to framework-specific best practices.
  • Implements targeted event tracking for key user actions and business logic.
  • Configures user identification flows for login and signup events.
  • Sets up environment variables for secure API key and host management.

When to use it

  • After implementing new features that require tracking for user engagement analysis.
  • When reviewing pull requests to ensure critical user behaviors are being captured.
  • When setting up product analytics for a new project from scratch.
  • When migrating or adding analytics to an existing application.

Advantages

  • Supports a broad range of modern frontend, backend, and mobile frameworks.
  • Ensures consistent event naming and property capture across the codebase.
  • Maintains architectural integrity by requiring minimal, targeted code additions.
  • Automates the tedious aspects of SDK initialization and environment configuration.

Usage examples

“Add PostHog analytics to my Next.js project.”
The agent will detect the Next.js environment, install the PostHog SDK, initialize it in the appropriate root file, and guide you through adding capture calls to key user flows.
“I need to track user signups in my Django application using PostHog.”
The agent will identify the Django setup, configure the PostHog Python SDK, and implement identify calls within your authentication logic.

Install

  1. Download the skill as a ZIP:

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

    mkdir -p .agents/skills && unzip omnibus-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: Next.js, React Router, Nuxt, Vue, TanStack Start, SvelteKit, Astro, Angular, Django, Flask, FastAPI, Laravel, Ruby on Rails, Android, iOS, 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, requirements.txt, Gemfile, composer.json, go.mod, etc.) to determine the framework and language.

  • Look for lockfiles (pnpm-lock.yaml, package-lock.json, yarn.lock, bun.lockb) 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.

  • Always install packages as a background task. Don't await completion; proceed with other work immediately after starting the installation.

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.

  • If an env-file-tools MCP server is connected, use check_env_keys to see which keys already exist, then use set_env_values to create or update the PostHog API key and host.

  • 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.

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-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 - docs

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

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

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

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

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

  • references/nuxt-js.md - Nuxt.js - docs

  • references/vue-js.md - Vue.js - docs

  • references/tanstack-start.md - Tanstack start - docs

  • references/svelte.md - Svelte - docs

  • references/astro.md - Astro - docs

  • references/angular.md - Angular - docs

  • references/django.md - Django - docs

  • references/flask.md - Flask - docs

  • references/python.md - Python - docs

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

  • references/laravel.md - Laravel - docs

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

  • references/ruby.md - Ruby - docs

  • references/android.md - Android - docs

  • references/ios.md - Ios - docs

  • references/react-native.md - React native - docs

  • references/identify-users.md - Identify users - docs

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/node.md

Node.js - Docs

If you're working with Node.js (versions 20+), the official posthog-node library is the simplest way to integrate your software with PostHog. This library 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. And in addition to event capture, feature flags are supported as well.

Installation

Run either npm or yarn in terminal to add it to your project:

PostHog AI

npm
npm install posthog-node --save
Yarn
yarn add posthog-node
pnpm
pnpm add posthog-node
Bun
bun add posthog-node

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

Node.js

PostHog AI

import { PostHog } from 'posthog-node'
const client = new PostHog(
    '<ph_project_token>',
    { host: 'https://us.i.posthog.com' }
)
await client.shutdown()

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

Note: As a rule of thumb, we do not recommend hardcoding API keys or tokens. Setting it as an environment variable is preferred.

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.

Options
VariableDescriptionDefault value
hostYour PostHog hosthttps://us.i.posthog.com/
flushAtAfter how many capture calls we should flush the queue (in one batch)20
flushIntervalAfter how many ms we should flush the queue10000
personalApiKeyAn optional personal API key for evaluating feature flags locally. Note: Providing this will trigger periodic calls to the feature flags service, even if you're not using feature flags.null
featureFlagsPollingIntervalInterval in milliseconds specifying how often feature flags should be fetched from the PostHog API300000
requestTimeoutTimeout in milliseconds for any calls10000
maxCacheSizeMaximum size of cache that deduplicates $feature_flag_called calls per user.50000
disableGeoipWhen true, disables automatic GeoIP resolution for events and feature flags.true
evaluation_contextsEvaluation context tags that constrain which feature flags are evaluated. When set, only flags with matching evaluation context tags (or no evaluation context tags) will be returned. This helps reduce unnecessary flag evaluations and improves performance. See evaluation contexts documentation for more details. Available in version 5.10.0+. The legacy parameter evaluation_environments (version 5.9.6+) is also supported for backward compatibility.undefined

Note: When using PostHog in an AWS Lambda function or a similar serverless function environment, make sure you set flushAt to 1 and flushInterval to 0. Also, remember to always call await posthog.shutdown() at the end to flush and send all pending events.

Capturing events

You can send custom events using capture:

Node.js

PostHog AI

client.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:

Node.js

PostHog AI

client.capture({
  distinctId: 'distinct_id_of_the_user',
  event: 'user signed up',
  properties: {
    login_type: 'email',
    is_free_trial: true,
  },
})
Capturing pageviews

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:

Node.js

PostHog AI

client.capture({
  distinctId: 'distinct_id_of_the_user',
  event: '$pageview',
  properties: {
    $current_url: 'https://example.com',
  },
})

Person profiles and properties

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

Node.js

PostHog AI

client.capture({
  distinctId: 'distinct_id_of_the_user',
  event: 'movie_played',
  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:

Node.js

PostHog AI

client.capture({
  distinctId: 'distinct_id_of_the_user',
  event: 'movie_played',
  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.

Node.js

PostHog AI

client.alias({
  distinctId: 'distinct_id',
  alias: 'alias_id',
})

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

Super properties

Requires posthog-node version >= 5.25.0.

Super properties are properties that are automatically included with every event captured by the client. Use register to set them:

Node.js

PostHog AI

client.register({
  app_version: '1.2.0',
  environment: 'production',
})
// Both events include app_version and environment
client.capture({
  distinctId: 'distinct_id',
  event: 'page_viewed',
})
client.capture({
  distinctId: 'distinct_id',
  event: 'button_clicked',
})

If an event sets a property with the same key as a super property, the event's property takes precedence:

Node.js

PostHog AI

client.register({ environment: 'production' })
// This event is captured with environment='staging'
client.capture({
  distinctId: 'distinct_id',
  event: 'page_viewed',
  properties: { environment: 'staging' },
})

To remove a super property, use unregister:

Node.js

PostHog AI

client.unregister('environment')

Super properties are global — they apply to every event for the lifetime of the client instance. For properties that should only apply to a specific scope (e.g. a single request or transaction), use contexts instead.

Contexts

Requires posthog-node version >= 5.17.0.

The Node SDK uses nested contexts for managing state that's shared across events. Contexts are useful for adding properties to multiple events (including exceptions) during a single user's interaction with your product.

You can enter a context using withContext:

Node.js

PostHog AI

posthog.withContext(
  {
    distinctId: 'user-123',
    properties: { transactionId: 'abc123' }
  },
  () => {
    // This event is captured with the distinct ID and properties set above
    posthog.capture({ event: 'order_processed' })
  }
)

Contexts are persisted across function calls. If you enter one and then call a function and capture an event in the called function, it uses the context properties set in the parent context:

Node.js

PostHog AI

function someFunction() {
  // When called from `outerFunction`, this event is captured
  // with transactionId='abc123'
  posthog.capture({ event: 'order_processed' })
}
function outerFunction() {
  posthog.withContext(
    { properties: { transactionId: 'abc123' } },
    () => {
      someFunction()
    }
  )
}

By default, each context inherits from parent contexts. To disable nesting (where child contexts is fresh and has no properties), pass { fresh: true }:

Node.js

PostHog AI

posthog.withContext(
  {
    properties: {
      someKey: 'value-1',
      someOtherKey: 'another-value'
    }
  },
  () => {
    posthog.withContext(
      { properties: { someKey: 'value-2' } },
      () => {
        // Captured with someKey='value-2', someOtherKey='another-value'
        posthog.capture({ event: 'order_processed' })
      },
    )
    // Captured with someKey='value-1', someOtherKey='another-value'
    posthog.capture({ event: 'order_completed' })
  }
)

Note: Properties passed directly to capture calls override context state in the final event.

Identification context

Contexts can be associated with a distinct ID:

Node.js

PostHog AI

posthog.withContext(
  { distinctId: 'user-123' },
  () => {
    // Associated with "user-123"
    posthog.capture({ event: 'order_processed' })
    // Overrides to "another-user"
    posthog.capture({
      distinctId: 'another-user',
      event: 'order_processed'
    })
  }
)
Session context

Node.js

PostHog AI

posthog.withContext(
  { sessionId: 'some-session' },
  () => {
    // Associated with session "some-session"
    posthog.capture({ event: 'image_uploaded' })
    // Overrides to "next-session"
    posthog.capture({
      event: 'image_uploaded',
      properties: { $sessionId: 'next-session' }
    })
  }
)
Custom context parameters

Node.js

PostHog AI

posthog.withContext(
  { flightNumber: 'TAC313' },
  () => {
    // Associated with flightNumber TAC313
    posthog.capture({ event: 'flight_cancelled' })
    // Overrides to PL7714
    posthog.capture({
      event: 'flight_cancelled',
      properties: { flightNumber: 'PL7714' }
    })
  }
)

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 2 steps to implement feature flags in Node:

Step 1: Evaluate the feature flag value
Boolean feature flags

Node.js

PostHog AI

const isFeatureFlagEnabled = await client.isFeatureEnabled('flag-key', 'distinct_id_of_your_user')
if (isFeatureFlagEnabled) {
    // Your code if the flag is enabled
    // Optional: fetch the payload
    const matchedFlagPayload = await client.getFeatureFlagPayload('flag-key', 'distinct_id_of_your_user', isFeatureFlagEnabled)
}
Multivariate feature flags

Node.js

PostHog AI

const enabledVariant = await client.getFeatureFlag('flag-key', 'distinct_id_of_your_user')
if (enabledVariant === 'variant-key') {  // replace 'variant-key' with the key of your variant
    // Do something differently for this user
    // Optional: fetch the payload
    const matchedFlagPayload = await client.getFeatureFlagPayload('flag-key', 'distinct_id_of_your_user', enabledVariant)
}
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: Include the $feature/feature_flag_name property

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

Node.js

PostHog AI

client.capture({
    distinctId: 'distinct_id_of_your_user',
    event: 'event_name',
    properties: {
        '$feature/feature-flag-key': 'variant-key' // replace feature-flag-key with your flag key. Replace 'variant-key' with the key of your variant
    },
})
Method 2: Set sendFeatureFlags to true

The capture() method has an optional argument sendFeatureFlags, which is set to false by default. This parameter controls whether feature flag information is sent with the event.

Basic usage

Setting sendFeatureFlags to true will include feature flag information with the event:

Node.js

PostHog AI

client.capture({
    distinctId: 'distinct_id_of_your_user',
    event: 'event_name',
    sendFeatureFlags: true,
})
Advanced usage (v5.5.0+)

As of version 5.5.0, sendFeatureFlags can also accept an options object for more granular control:

Node.js

PostHog AI

client.capture({
    distinctId: 'distinct_id_of_your_user',
    event: 'event_name',
    sendFeatureFlags: {
        onlyEvaluateLocally: true,
        personProperties: { plan: 'premium' },
        groupProperties: { org: { tier: 'enterprise' } }
    }
})
Performance considerations
  • With local evaluation: When local evaluation is configured, setting sendFeatureFlags: true will not make additional server requests. Instead, it uses the locally cached feature flags, and it provides an interface for including person and/or group properties needed to evaluate the flags in the context of the event, if required.

  • Without local evaluation: PostHog will make an additional request to fetch feature flag information before capturing the event, which adds delay.

Breaking change in v5.5.0

Prior to version 5.5.0, feature flags were automatically sent with events when using local evaluation, even when sendFeatureFlags was not explicitly set. This behavior has been removed in v5.5.0 to be more predictable and explicit.

If you were relying on this automatic behavior, you must now explicitly set sendFeatureFlags: true to continue sending feature flags with your events.

Fetching all flags for a user

You can fetch all flag values for a single user by calling getAllFlags() or getAllFlagsAndPayloads().

This is useful when you need to fetch multiple flag values and don't want to make multiple requests.

Node.js

PostHog AI

await client.getAllFlags('distinct_id_of_your_user')
await client.getAllFlagsAndPayloads('distinct_id_of_your_user')
Sending $feature_flag_called events

Capturing $feature_flag_called events enable PostHog to know when a flag was accessed by a user and thus provide analytics and insights on the flag. By default, we send a these event when:

  1. You call posthog.getFeatureFlag() or posthog.isFeatureEnabled(), AND

  2. It's a new user, or the value of the flag has changed.

Note: Tracking whether it's a new user or if a flag value has changed happens in a local cache. This means that if you reinitialize the PostHog client, the cache resets as well – causing $feature_flag_called events to be sent again when calling getFeatureFlag or isFeatureEnabled. PostHog is built to handle this, and so duplicate $feature_flag_called events won't affect your analytics.

You can disable automatically capturing $feature_flag_called events. For example, when you don't need the analytics, or it's being called at such a high volume that sending events slows things down.

To disable it, set the sendFeatureFlagEvents argument in your function call, like so:

Node.js

PostHog AI

const isFeatureFlagEnabled = await client.isFeatureEnabled(
    'flag-key',
    'distinct_id_of_your_user',
    {
        'sendFeatureFlagEvents': false
    })
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:

Node.js

PostHog AI

await client.getFeatureFlag(
    'flag-key',
    'distinct_id_of_the_user',
    {
        personProperties: {
            'property_name': 'value'
        },
        groups: {
            "your_group_type": "your_group_id",
            "another_group_type": "your_group_id",
        },
        groupProperties: {
            'your_group_type': {
                'group_property_name': 'value'
            },
            'another_group_type': {
                'group_property_name': 'value'
            }
        },
    }
)
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 in the case when PostHog's servers are too slow to respond. By default, this is set at 3 seconds.

JavaScript

PostHog AI

const client = new PostHog('<ph_project_token>', {
        api_host: 'https://us.i.posthog.com',
        feature_flag_request_timeout_ms: 3000 // Time in milliseconds. Default is 3000 (3 seconds).
    }
)
Error handling

When using the PostHog SDK, it's important to handle potential errors that may occur during feature flag operations. Here's an example of how to wrap PostHog SDK methods in an error handler:

JavaScript

PostHog AI

async function handleFeatureFlag(client, flagKey, distinctId) {
    try {
        const isEnabled = await client.isFeatureEnabled(flagKey, distinctId);
        console.log(`Feature flag '${flagKey}' for user '${distinctId}' is ${isEnabled ? 'enabled' : 'disabled'}`);
        return isEnabled;
    } catch (error) {
        console.error(`Error fetching feature flag '${flagKey}': ${error.message}`);
        // Optionally, you can return a default value or throw the error
        // return false; // Default to disabled
        throw error;
    }
}
// Usage example
try {
    const flagEnabled = await handleFeatureFlag(client, 'new-feature', 'user-123');
    if (flagEnabled) {
        // Implement new feature logic
    } else {
        // Implement old feature logic
    }
} catch (error) {
    // Handle the error at a higher level
    console.error('Feature flag check failed, using default behavior');
    // Implement fallback logic
}

Note: For remote config flags, see the remote config documentation. Remote config requires the Feature Flags secure API key passed as the personalApiKey option.

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.

Node.js

PostHog AI

const flagValue = await client.getFeatureFlag('flag-key', 'user distinct id', {groups:{'organization': 'google'}, groupProperties:{'organization': {'is_authorized': True}})
Reloading feature flags

When initializing PostHog, you can configure the interval at which feature flags are polled (fetched from the server). However, if you need to force a reload, you can use reloadFeatureFlags:

Node.js

PostHog AI

await client.reloadFeatureFlags()
// Do something with feature flags here
Distributed environments

In multi-worker or edge environments, you can implement custom caching for flag definitions using Redis, Cloudflare KV, or other storage backends. This enables sharing definitions across workers and coordinating fetches. See our guide for local evaluation in distributed environments for details.

Experiments (A/B tests)

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

Node.js

PostHog AI

const variant = await client.getFeatureFlag('experiment-feature-flag-key', 'user_distinct_id')
if (variant === 'variant-name') {
  // do something
}

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

Group analytics

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

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

Node.js

PostHog AI

client.groupIdentify({
  groupType: 'company',
  groupKey: 'company_id_in_your_db',
  properties: {
    name: 'Awesome Inc',
    employees: 11,
  },
  // optional distinct ID to associate event with an existing person
  distinctId: 'xyz'
})

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, it's often more practical to use a consistent distinctId, such as group_identifier.

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

Node.js

PostHog AI

client.capture({
  event: 'some_event',
  distinctId: 'user_distinct_id',
  groups: { company: 'company_id_in_your_db' },
})

GeoIP properties

Before posthog-node v3.0, we added GeoIP properties to all incoming events by default. We also used these properties for feature flag evaluation, based on the IP address of the request. This isn't ideal since they are created based on your server IP address, rather than the user's, leading to incorrect location resolution.

As of posthog-node v3.0, the default now is to disregard the server IP, not add the GeoIP properties, and not use the values for feature flag evaluations.

You can go back to previous behavior by setting disableGeoip to false in your initialization:

Node.js

PostHog AI

const posthog = new PostHog('<ph_project_token>', {
  host: 'https://us.i.posthog.com',
  disableGeoip: false
})

The list of properties that this overrides:

  1. $geoip_city_name

  2. $geoip_country_name

  3. $geoip_country_code

  4. $geoip_continent_name

  5. $geoip_continent_code

  6. $geoip_postal_code

  7. $geoip_time_zone

You can also explicitly chose to enable or disable GeoIP for a single capture request like so:

Node.js

PostHog AI

client.capture({
  distinctId: distinctId,
  event: 'your_event',
  disableGeoip: `true`,
})

Shutdown

You should call shutdown on your program's exit to exit cleanly:

Node.js

PostHog AI

// Stop pending pollers and flush any remaining events
await client.shutdown()

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.

You can enable debug mode by calling the debug() method in your code. This will enable verbose logs about the inner workings of the SDK.

Node.js

PostHog AI

client.debug()

Handling errors thrown by the SDK

If you are experiencing issues with the SDK it could be a number of things from an incorrectly configured API key, to some other network related issues.

The SDK does not throw errors for things happening in the background to ensure it doesn't affect your process. You can however hook into the errors to get more information:

Node.js

PostHog AI

client.on("error", (err) => {
  // Whatever handling you want
  console.error("PostHog had an error!", err)
})

Short-lived processes like serverless environments

The Node SDK is designed to queue and batch requests in the background to optimize API calls and network time. As serverless environments like AWS Lambda or Vercel Functions are short-lived, we provide a few options to ensure all events are captured.

First, we recommend using the captureImmediate method instead of capture to ensure the event is captured before the function shuts down. It guarantees the HTTP request finishes before your function continues (or shuts down).

Second, we recommend setting flushAt to 1 and flushInterval to 0 to ensure the events are sent immediately. These set the queue to flush immediately, both in terms of events and time.

Third, we provide a method shutdown() which can be awaited to ensure all queued events are sent to the API. For example:

Node.js

PostHog AI

export const handler() {
  client.capture({
    distinctId: 'distinct_id_of_the_user',
    event: 'thing_happened'
  })
  client.capture({
    distinctId: 'distinct_id_of_the_user',
    event: 'other_thing_happened'
  })
  // So far 2 events are queued but not sent
  // Calling shutdown, flushed the queue but batched into 1 API call for maximum efficiency
  await client.shutdown()
}

This is also useful for shutting down a standard Node.js app.

LLM analytics

You can capture LLM usage and performance data by combining the posthog-node and @posthog/ai libraries. These work with LLM providers like OpenAI and Vercel's AI SDKs. Learn more in our LLM analytics docs.

Error tracking

You can capture errors using the posthog-node library. This enables you to see stack traces, source code, and watch associated session recordings to improve your application stability. Learn more in our error tracking docs.

Upgrading from V1 to V2

V2.x.x of the Node.js library is completely rewritten in Typescript and is based on a new JS core shared with other JavaScript based libraries with the goal of ensuring new features and fixes reach the different libraries at the same pace.

With the release of V2, the API was kept mostly the same but with some small changes and deprecations:

  1. The minimum PostHog version requirement is 1.38

  2. The callback parameter passed as an optional last argument to most of the methods is no longer supported

  3. The method signature for isFeatureEnabled and getFeatureFlag is slightly modified. See the above documentation for each method for more details.

  4. For specific changes, see the CHANGELOG

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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 an API key, Needs Python, Needs Node.js

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PostHog/skills · skills/posthog/integration/skills/all · commit a5d30e7
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  • LICENSE (added by AutoGineer from LICENSE)
  • ATTRIBUTION.md (written by AutoGineer)
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