Generated banner for Instrument Product Analytics
Generated logo for Instrument Product Analytics

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/ruby.md

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

Ruby

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

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

On this page

  • Install with the wizard

  • Installation

  • Configuration

  • Identifying users

  • Capturing events

  • Person profiles and properties

  • Alias

  • Feature flags

  • Experiments (A/B tests)

  • Group analytics

  • Exception capture

  • Debug mode

  • Test helpers

  • Thank you

The posthog-ruby library provides tracking functionality on the server-side for applications built in Ruby.

It uses an internal queue to make calls fast and non-blocking. It also batches requests and flushes asynchronously, making it perfect to use in any part of your web app or other server-side application that needs performance.

Use a single client instance (singleton) — Create the PostHog client once and reuse it throughout your application. Multiple client instances with the same API key can cause dropped events and inconsistent behavior. The SDK logs a warning if it detects multiple instances.

Install with the wizard

Run this command in your project directory to add PostHog to your Ruby project. The wizard detects your framework, installs the SDK, and sets up your first events.

npx @posthog/wizard

Or set it up manually by following the rest of this guide.

Installation

Add this to your Gemfile:

gem "posthog-ruby"

In your app, set your API key before making any calls. If setting a custom host, make sure to include the protocol (e.g. https://).

require 'posthog'

posthog = PostHog::Client.new({
  api_key: "<ph_project_token>",
  host: "https://us.i.posthog.com",
  on_error: Proc.new { |status, msg| print msg }
})

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

Configuration

Initialize the client with your project token before making any calls:

require 'posthog'

posthog = PostHog::Client.new({
  api_key: '<ph_project_token>',
  host: 'https://us.i.posthog.com',
  on_error: Proc.new { |status, msg| print msg }
})

Available client options:

OptionTypeDefaultDescription
api_keyStringrequiredYour PostHog project token.
hostStringhttps://us.i.posthog.comFully qualified PostHog API host. Include the protocol, for example https://us.i.posthog.com or https://eu.i.posthog.com.
personal_api_keyStringnilPersonal API key. Required for local feature flag evaluation and remote config payloads.
max_queue_sizeInteger10000Maximum number of events to keep in the async queue before dropping new events.
batch_sizeInteger100Maximum number of events to send in one async batch.
test_modeBooleanfalseKeep events queued and do not send them. Useful for tests.
sync_modeBooleanfalseSend events synchronously on the calling thread. Useful in forking environments like Sidekiq and Resque.
on_errorProcno-opCallback called as on_error.call(status, error) for API or serialization errors.
feature_flags_polling_intervalInteger30Seconds between local feature flag definition polls.
feature_flag_request_timeout_secondsInteger3Timeout, in seconds, for feature flag requests.
before_sendProcnilCallback that receives the event hash before it is queued or sent. Return a modified event hash, or nil to drop the event.
disable_singleton_warningBooleanfalseSuppress warnings about multiple clients with the same API key. Use only when you intentionally need multiple clients.
skip_ssl_verificationBooleanfalseDisable SSL certificate verification. Intended only for local development or custom deployments.
flag_definition_cache_providerObjectnilProvider for distributed feature flag definition caching. See distributed flag definition caching.
Filtering or modifying events before sending

Use before_send to add, modify, or drop events immediately before the SDK queues or sends them:

posthog = PostHog::Client.new({
  api_key: '<ph_project_token>',
  before_send: Proc.new do |event|
    event[:properties] ||= {}
    event[:properties]['environment'] = ENV['RACK_ENV']

    # Return nil to drop the event
    event[:properties]['internal_user'] == true ? nil : event
  end
})
Flushing and shutting down

For short-lived scripts, call flush before the process exits. Call shutdown when your application is stopping to flush pending events and stop background resources.

posthog.capture({ distinct_id: 'user_123', event: 'script_finished' })
posthog.flush
posthog.shutdown

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.

Identify a user and set their person properties with identify:

posthog.identify({
  distinct_id: 'distinct_id_of_your_user',
  properties: {
    email: '[email protected]',
    pro_user: false
  }
})

Capturing events

You can send custom events using capture:

posthog.capture({
    distinct_id: '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({
    distinct_id: 'distinct_id_of_the_user',
    event: 'user_signed_up',
    properties: {
        login_type: 'email',
        is_free_trial: true
    }
})
Sending pageviews

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

capture accepts these fields:

FieldTypeDescription
distinct_idStringThe user ID. If omitted, framework integrations can provide request context; otherwise the SDK generates a UUID and marks the event as personless.
eventStringEvent name. Required.
propertiesHashEvent properties.
groupsHashGroup analytics mapping from group type to group key.
timestampTimeWhen the event occurred. Defaults to the current time.
message_idStringOptional message ID.
uuidStringOptional event UUID used for deduplication. Must be a valid UUID.
flagsPostHog::FeatureFlagEvaluationsSnapshot returned by evaluate_flags. Adds $feature/<key> and $active_feature_flags properties without another /flags request.
send_feature_flagsBoolean, Hash, or PostHog::SendFeatureFlagsOptionsDeprecated. Prefer passing flags: from evaluate_flags.

Person profiles and properties

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

posthog.capture({
    distinct_id: '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({
    distinct_id: '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({
  distinct_id: '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 Ruby:

Step 1: Evaluate flags once

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

Boolean feature flags
flags = posthog.evaluate_flags('distinct_id_of_your_user')

if flags.enabled?('flag-key')
    # Do something differently for this user
    # Optional: fetch the payload
    matched_flag_payload = flags.get_flag_payload('flag-key')
end
Multivariate feature flags
flags = posthog.evaluate_flags('distinct_id_of_your_user')

enabled_variant = flags.get_flag('flag-key')

if enabled_variant == 'variant-key' # replace 'variant-key' with the key of your variant
    # Do something differently for this user
    # Optional: fetch the payload
    matched_flag_payload = flags.get_flag_payload('flag-key')
end

flags.get_flag() returns the variant string for multivariate flags, true for enabled boolean flags, false for disabled flags, and nil when the flag wasn't returned by the evaluation.

Note: posthog.is_feature_enabled(), posthog.get_feature_flag(), posthog.get_feature_flag_result(), posthog.get_feature_flag_payload(), and capture({ ..., send_feature_flags: true }) still work during the migration period, but they're deprecated. Prefer evaluate_flags() 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.evaluate_flags('distinct_id_of_your_user')

if flags.enabled?('flag-key')
    # Do something differently for this user
end

posthog.capture({
    distinct_id: '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 enabled?() or get_flag() before this call
posthog.capture({
    distinct_id: 'distinct_id_of_your_user',
    event: 'event_name',
    flags: flags.only_accessed,
})

# Attach only specific flags
posthog.capture({
    distinct_id: 'distinct_id_of_your_user',
    event: 'event_name',
    flags: flags.only(['checkout-flow', 'new-dashboard']),
})

only_accessed is order-dependent. If you call it before accessing any flags with enabled?() or get_flag(), 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({
    distinct_id: '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, evaluate_flags() evaluates every flag for the user. If you only need a few flags, pass flag_keys to request only those flags:

flags = posthog.evaluate_flags(
    'distinct_id_of_your_user',
    flag_keys: ['checkout-flow', 'new-dashboard'],
)
Evaluating locally only

If you want to skip the remote /flags request and only use locally cached definitions, pass only_evaluate_locally: true:

flags = posthog.evaluate_flags(
    'distinct_id_of_your_user',
    only_evaluate_locally: true,
)
Disabling GeoIP for flag evaluation

Pass disable_geoip: true to disable GeoIP lookup for remote flag evaluation:

flags = posthog.evaluate_flags(
    'distinct_id_of_your_user',
    disable_geoip: true,
)
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 evaluate_flags(), the SDK sends this event when you call flags.enabled?() or flags.get_flag() for a flag.

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

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

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.evaluate_flags(
    'distinct_id_of_the_user',
    person_properties: {
        property_name: 'value'
    },
    groups: {
        your_group_type: 'your_group_id',
        another_group_type: 'your_group_id',
    },
    group_properties: {
        your_group_type: {
            group_property_name: 'value'
        },
        another_group_type: {
            group_property_name: 'value'
        },
    },
)

if flags.enabled?('flag-key')
    # Do something differently for this user
end
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_seconds 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 = PostHog::Client.new({
    # rest of your configuration...
    feature_flag_request_timeout_seconds: 3 # Time in seconds. Defaults to 3.
})
Legacy single-flag methods

The following methods are still available during the migration period, but are deprecated. Prefer evaluate_flags for new code.

MethodReplacement
posthog.is_feature_enabled(flag_key, distinct_id, ...)posthog.evaluate_flags(distinct_id, ...).enabled?(flag_key)
posthog.get_feature_flag(flag_key, distinct_id, ...)posthog.evaluate_flags(distinct_id, ...).get_flag(flag_key)
posthog.get_feature_flag_payload(flag_key, distinct_id, ...)posthog.evaluate_flags(distinct_id, ...).get_flag_payload(flag_key)
posthog.get_feature_flag_result(flag_key, distinct_id, ...)posthog.evaluate_flags(distinct_id, ...) and read get_flag / get_flag_payload
posthog.capture({ ..., send_feature_flags: true })posthog.capture({ ..., flags: flags })
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.

Evaluating feature flags locally in unicorn server

If you have preload_app true in your unicorn config, you can use the after_fork hook (which is part of the unicorn's configuration) to enable the feature flag cache to receive the updates from PostHog.

after_fork do |_server, _worker|
  $posthog = PostHog::Client.new({
    api_key: '<ph_project_token>',
    personal_api_key: '<ph_personal_api_key>',
    host: 'https://us.i.posthog.com',
    on_error: Proc.new { |status, msg| print msg }
  })
end
Evaluating feature flags locally in a Puma server

If you use Puma with multiple workers, you can use the on_worker_boot hook (which is part of Puma's configuration) to enable the feature flag cache to receive updates from PostHog.

on_worker_boot do
  $posthog = PostHog::Client.new({
    api_key: '<ph_project_token>',
    personal_api_key: '<ph_personal_api_key>',
    host: 'https://us.i.posthog.com',
    on_error: Proc.new { |status, msg| print msg }
  })
end
Distributed flag definition caching

flag_definition_cache_provider shares locally evaluated feature flag definitions across multiple workers or processes. The provider object must implement:

  • flag_definitions – returns cached definitions as a hash with :flags, :group_type_mapping, and :cohorts, or nil if empty.

  • should_fetch_flag_definitions? – returns true if this process should fetch fresh definitions from PostHog.

  • on_flag_definitions_received(data) – stores freshly fetched definitions.

  • shutdown – releases locks or other resources.

posthog = PostHog::Client.new({
  api_key: '<ph_project_token>',
  personal_api_key: '<ph_personal_api_key>',
  flag_definition_cache_provider: my_cache_provider
})
Remote config payloads

Use get_remote_config_payload to fetch the decrypted remote config payload for a flag. This requires personal_api_key.

payload = posthog.get_remote_config_payload('flag-key')

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.evaluate_flags('user_distinct_id')
variant = flags.get_flag('experiment-feature-flag-key')

if variant == 'variant-name'
    # Do something
end

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.). 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.

Capture an event and associate it with a group:

posthog.capture({
    distinct_id: 'distinct_id_of_the_user',
    event: 'movie_played',
    properties: {
        movie_id: '123',
        category: 'romcom'
    },
    groups: {
        'company': 'company_id_in_your_db'
    }
})

Update properties on a group:

posthog.group_identify({
  group_type: 'company',
  group_key: 'company_id_in_your_db',
  properties: {
    name: 'Awesome Inc.'
  }
})

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

If the optional distinct_id is not provided in the group identify call, it defaults to $#{group_type}_#{group_key} (e.g., $company_company_id_in_your_db in the example above). This default behavior will result in each group appearing as a separate person in PostHog. To avoid this, it's often more practical to use a consistent distinct_id, such as group_identifier.

Exception capture

You can capture exceptions using the posthog-ruby library. This enables you to see stack traces and debug errors in your application. Learn more in our error tracking docs.

Using Rails?

The posthog-rails gem provides automatic exception capture, ActiveJob instrumentation, and user context out of the box. See our Rails error tracking guide for details.

For non-Rails Ruby applications, you can manually capture exceptions with capture_exception:

begin
  # Code that might raise an exception
  raise StandardError, 'Something went wrong'
rescue => e
  posthog.capture_exception(
    e,
    'user_distinct_id',
    {
      custom_property: 'custom_value'
    }
  )
end

The capture_exception method accepts the following parameters:

ParameterTypeDescription
exceptionException, String, or exception-like objectThe exception to capture. Required.
distinct_idStringThe distinct ID of the user. Optional; request context can provide a default, otherwise the SDK generates a UUID.
additional_propertiesHashAdditional properties to attach to the exception event. Optional.
flagsPostHog::FeatureFlagEvaluationsOptional keyword argument. Adds the same feature flag properties as capture({ flags: flags }).

You can also override the fingerprint to customize how exceptions are grouped into issues:

posthog.capture_exception(
  e,
  'user_distinct_id',
  {
    '$exception_fingerprint': 'CustomExceptionGroup'
  }
)

Debug mode

The Ruby SDK logs warnings by default. You can change the log level to DEBUG to debug the client:

posthog.logger.level = Logger::DEBUG

You can also replace the SDK logger globally:

PostHog::Logging.logger = Rails.logger

Test helpers

When test_mode: true, events remain queued. You can inspect and clear the queue in tests:

posthog = PostHog::Client.new({ api_key: '<ph_project_token>', test_mode: true })
posthog.capture({ distinct_id: 'user_123', event: 'test_event' })

posthog.queued_messages
posthog.dequeue_last_message
posthog.clear

Thank you

This library is largely based on the analytics-ruby 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