Omnibus 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, 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
Download the skill as a ZIP:
https://mp-staging.autogineer.com/agent-skills/posthog/omnibus-instrument-product-analytics/downloadUnzip 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-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.
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 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-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.js - docsreferences/react-router-v6.md- React router v6 - docsreferences/react-router-v7-framework-mode.md- React router v7 framework mode (remix v3) - docsreferences/react-router-v7-data-mode.md- React router v7 data mode - docsreferences/react-router-v7-declarative-mode.md- React router v7 declarative mode - docsreferences/nuxt-js-3-6.md- Nuxt.js (v3.0 to v3.6) - docsreferences/nuxt-js.md- Nuxt.js - docsreferences/vue-js.md- Vue.js - docsreferences/tanstack-start.md- Tanstack start - docsreferences/svelte.md- Svelte - docsreferences/astro.md- Astro - docsreferences/angular.md- Angular - docsreferences/django.md- Django - docsreferences/flask.md- Flask - docsreferences/python.md- Python - docsreferences/posthog-python.md- PostHog python SDKreferences/laravel.md- Laravel - docsreferences/ruby-on-rails.md- Ruby on rails - docsreferences/ruby.md- Ruby - docsreferences/android.md- Android - docsreferences/ios.md- Ios - docsreferences/react-native.md- React native - docsreferences/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
- ATTRIBUTION.mdAdded by AutoGineer966 B
- LICENSELicence file added by AutoGineer1.0 KiB
- SKILL.md8.5 KiB
- references/EXAMPLE-android.md49.7 KiB
- references/EXAMPLE-angular.md23.4 KiB
- references/EXAMPLE-astro-hybrid.md26.8 KiB
- references/EXAMPLE-astro-ssr.md26.7 KiB
- references/EXAMPLE-astro-static.md19.4 KiB
- references/EXAMPLE-astro-view-transitions.md23.1 KiB
- references/EXAMPLE-django.md30.0 KiB
- references/EXAMPLE-expo.md35.5 KiB
- references/EXAMPLE-fastapi.md40.9 KiB
- references/EXAMPLE-flask.md32.0 KiB
- references/EXAMPLE-javascript-node.md9.0 KiB
- references/EXAMPLE-javascript-web.md11.7 KiB
- references/EXAMPLE-laravel.md59.5 KiB
- references/EXAMPLE-next-app-router.md17.3 KiB
- references/EXAMPLE-next-pages-router.md18.9 KiB
- references/EXAMPLE-nuxt-3.6.md22.1 KiB
- references/EXAMPLE-nuxt-4.md28.7 KiB
- references/EXAMPLE-python.md11.6 KiB
- references/EXAMPLE-react-native.md46.4 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.md32.2 KiB
- references/EXAMPLE-react-tanstack-router-code-based.md19.2 KiB
- references/EXAMPLE-react-tanstack-router-file-based.md18.0 KiB
- references/EXAMPLE-react-vite.md12.4 KiB
- references/EXAMPLE-ruby-on-rails.md37.6 KiB
- references/EXAMPLE-ruby.md10.3 KiB
- references/EXAMPLE-sveltekit.md18.4 KiB
- references/EXAMPLE-swift.md18.6 KiB
- references/EXAMPLE-tanstack-start.md28.4 KiB
- references/EXAMPLE-vue-3.md17.9 KiB
- references/android.md21.7 KiB
- references/angular.md12.5 KiB
- references/astro.md8.3 KiB
- references/django.md6.7 KiB
- references/flask.md2.9 KiB
- references/identify-users.md8.1 KiB
- references/ios.md5.4 KiB
- references/js.md12.3 KiB
- references/laravel.md2.1 KiB
- references/next-js.md12.5 KiB
- references/node.md28.8 KiB
- references/nuxt-js-3-6.md6.6 KiB
- references/nuxt-js.md7.2 KiB
- references/posthog-js.md42.3 KiB
- references/posthog-node.md23.4 KiB
- references/posthog-python.md31.3 KiB
- references/python.md31.1 KiB
- references/react-native.md43.8 KiB
- references/react-router-v6.md11.6 KiB
- references/react-router-v7-data-mode.md11.4 KiB
- references/react-router-v7-declarative-mode.md11.6 KiB
- references/react-router-v7-framework-mode.md14.9 KiB
- references/react.md18.5 KiB
- references/ruby-on-rails.md10.6 KiB
- references/ruby.md18.9 KiB
- references/svelte.md7.2 KiB
- references/tanstack-start.md5.1 KiB
- references/vue-js.md9.1 KiB
references/ruby.md
Ruby - Docs
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.
Installation
Add this to your Gemfile:
Terminal
PostHog AI
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://).
Ruby
PostHog AI
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.
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:
Ruby
PostHog AI
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, orinvite sent.
Setting event properties
Optionally, you can include additional information with the event by including a properties object:
Ruby
PostHog AI
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:
Ruby
PostHog AI
posthog.capture({
distinct_id: 'distinct_id_of_the_user',
event: '$pageview',
properties: {
'$current_url': 'https://example.com'
}
})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:
Ruby
PostHog AI
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 $process_person_profile property to false:
Ruby
PostHog AI
posthog.capture(
distinct_id: 'distinct_id',
event: 'event_name',
properties: {
'$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.
Ruby
PostHog AI
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 2 steps to implement feature flags in Ruby:
Step 1: Evaluate the feature flag value
Boolean feature flags
Ruby
PostHog AI
is_my_flag_enabled = posthog.is_feature_enabled('flag-key', 'distinct_id_of_your_user')
if is_my_flag_enabled
# Do something differently for this user
# Optional: fetch the payload
matched_flag_payload = posthog.get_feature_flag_payload('flag-key', 'distinct_id_of_your_user')
endMultivariate feature flags
Ruby
PostHog AI
enabled_variant = posthog.get_feature_flag('flag-key', 'distinct_id_of_your_user')
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 = posthog.get_feature_flag_payload('variant-key', 'distinct_id_of_your_user')
endStep 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 $feature/feature_flag_name: variant_key:
Ruby
PostHog AI
posthog.capture({
distinct_id: 'distinct_id_of_your_user',
event: 'event_name',
properties: {
'$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 send_feature_flags to true
The capture() method has an optional argument send_feature_flags, which is set to false by default. This parameter controls whether feature flag information is sent with the event.
Basic usage
Setting send_feature_flags to true will include feature flag information with the event:
Ruby
PostHog AI
posthog.capture({
distinct_id: 'distinct_id_of_your_user',
event: 'event_name',
send_feature_flags: true,
})Advanced usage (v3.1.0+)
As of version 3.1.0, send_feature_flags can also accept a hash for more granular control:
Ruby
PostHog AI
posthog.capture({
distinct_id: 'distinct_id_of_your_user',
event: 'event_name',
send_feature_flags: {
only_evaluate_locally: true,
person_properties: { plan: 'premium' },
group_properties: { org: { tier: 'enterprise' } }
}
})Performance considerations
With local evaluation: When local evaluation is configured, setting
send_feature_flags: truewill 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 v3.1.0
Prior to version 3.1.0, feature flags were automatically sent with events when using local evaluation, even when send_feature_flags was not explicitly set. This behavior has been removed in v3.1.0 to be more predictable and explicit.
If you were relying on this automatic behavior, you must now explicitly set send_feature_flags: 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 get_all_flags() or get_all_flags_and_payloads().
This is useful when you need to fetch multiple flag values and don't want to make multiple requests.
Ruby
PostHog AI
posthog.get_all_flags('distinct_id_of_your_user')
posthog.get_all_flags_and_payloads('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:
You call
posthog.get_feature_flag()orposthog.is_feature_enabled(), ANDIt'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
$feature_flag_calledevents to be sent again when callingget_feature_flagoris_feature_enabled. PostHog is built to handle this, and so duplicate$feature_flag_calledevents 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 send_feature_flag_events argument in your function call, like so:
Ruby
PostHog AI
is_my_flag_enabled = posthog.is_feature_enabled(
'flag-key',
'distinct_id_of_your_user',
send_feature_flag_events: true)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:
Ruby
PostHog AI
posthog.get_feature_flag(
'flag-key',
'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'
}
},
)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 in the case when PostHog's servers are too slow to respond. By default, this is set at 3 seconds.
Ruby
PostHog AI
posthog = PostHog::Client.new({
# rest of your configuration...
feature_flag_request_timeout_seconds: 3 # Time in seconds. Default is 3.
})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:
Ruby
PostHog AI
def handle_feature_flag(client, flag_key, distinct_id)
begin
is_enabled = client.is_feature_enabled(flag_key, distinct_id)
puts "Feature flag '#{flag_key}' for user '#{distinct_id}' is #{is_enabled ? 'enabled' : 'disabled'}"
return is_enabled
rescue => e
puts "Error fetching feature flag '#{flag_key}': #{e.message}"
# Optionally, you can return a default value or throw the error
# return false # Default to disabled
raise e
end
end
# Usage example
try
flag_enabled = handle_feature_flag(client, 'new-feature', 'user-123')
if flag_enabled
# Implement new feature logic
else
# Implement old feature logic
end
rescue => e
# Handle the error at a higher level
puts 'Feature flag check failed, using default behavior'
# Implement fallback logic
endLocal 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 dashboard.
Ruby
PostHog AI
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 }
)
endEvaluating 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 the Puma's configuration) to enable the feature flag cache to receive the updates from PostHog.
Ruby
PostHog AI
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 }
)
endExperiments (A/B tests)
Since experiments use feature flags, the code for running an experiment is very similar to the feature flags code:
Ruby
PostHog AI
variant = posthog.get_feature_flag('experiment-feature-flag-key', 'user_distinct_id')
if variant == 'variant-name'
# Do something
endIt'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
Ruby
PostHog AI
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
Ruby
PostHog AI
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 ${groupType}_${groupKey} (e.g., $company_company_id_in_your_db in the example above). This default behavior will result in each group appearing as a separate person in PostHog. To avoid this, it's often more practical to use a consistent distinct_id, such as group_identifier.
Exception capture
You can capture exceptions using the posthog-ruby library. This enables you to see stack traces and debug errors in your application. Learn more in our error tracking docs.
Using Rails?
The posthog-rails gem provides automatic exception capture, ActiveJob instrumentation, and user context out of the box. See our Rails error tracking guide for details.
For non-Rails Ruby applications, you can manually capture exceptions:
To capture exceptions, use the capture_exception method:
Ruby
PostHog AI
begin
# Code that might raise an exception
raise StandardError, "Something went wrong"
rescue => e
posthog.capture_exception(
e,
distinct_id: 'user_distinct_id',
properties: {
custom_property: 'custom_value'
}
)
endThe capture_exception method accepts the following parameters:
| Parameter | Type | Description |
|---|---|---|
| exception | Exception | The exception object to capture (required) |
| distinct_id | String | The distinct ID of the user (optional) |
| properties | Hash | Additional properties to attach to the exception event (optional) |
You can also override the fingerprint to customize how exceptions are grouped into issues:
Ruby
PostHog AI
posthog.capture_exception(
e,
distinct_id: 'user_distinct_id',
properties: {
'$exception_fingerprint': 'CustomExceptionGroup'
}
)Debug mode
The Ruby SDK debug logs by default. The log level by default is set to WARN. You can change it to DEBUG if you want to debug the client by running posthog.logger.level = Logger::DEBUG, where posthog is your initialized PostHog::Client instance.
Thank you
This library is largely based on the analytics-ruby package.
Community questions
Ask a question
Was this page useful?
HelpfulCould be better
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
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/posthog/integration/skills/all · commit a5d30e7
- Licence
- MIT License (redistribution allowed)
- LICENSE (added by AutoGineer from LICENSE)
- ATTRIBUTION.md (written by AutoGineer)
- Synced
- Also distributed in
- PostHog/skills
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 omnibus-instrument-product-analytics.zip