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Omnibus Instrument Integration

PostHogOfficialCreated by PostHog

  • Skill
  • Tool integration
  • Data and AI
  • MIT
  • Low risk

From the author

Add PostHog SDK integration to your application. Use when setting up PostHog for the first time or reviewing PRs that need PostHog initialization. Covers SDK installation, provider setup, and basic configuration for any framework.
— 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 procedure for integrating the PostHog SDK into a wide variety of software projects. It guides the agent through detecting the project's framework, installing the appropriate SDK, initializing the client, and configuring environment variables. By leveraging a library of framework-specific reference files, the skill ensures that PostHog is implemented according to best practices for each supported platform, including web, mobile, and backend environments.

What it does

  • Detects the project's framework and package manager automatically.
  • Installs the correct PostHog SDK for the identified platform.
  • Initializes the PostHog client using framework-specific patterns.
  • Configures environment variables for API keys and host settings.
  • Implements user identification logic for login and signup events.
  • Verifies the integration and performs necessary cleanup.

When to use it

  • When setting up PostHog in a project for the first time.
  • When reviewing pull requests that require PostHog initialization.
  • When migrating or adding analytics to an existing codebase.
  • When you need to ensure PostHog is configured consistently across different frameworks.

Advantages

  • Supports a broad range of frameworks and languages.
  • Ensures secure configuration by enforcing the use of environment variables.
  • Maintains consistency with existing codebase patterns.
  • Reduces manual effort by automating SDK installation and boilerplate setup.

Usage examples

“Add PostHog to my new Next.js project.”
The agent will detect the Next.js framework, install the PostHog SDK, and provide the necessary initialization code in the appropriate file, such as instrumentation-client.ts.
“Help me set up PostHog in our Android app.”
The agent will identify the Android environment, guide the setup in the Application class, and configure the PostHog instance with the required API keys.

Install

  1. Download the skill as a ZIP:

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

    mkdir -p .agents/skills && unzip omnibus-instrument-integration.zip -d .agents/skills

Documentation by PostHog

Add PostHog SDK integration

Use this skill to add the PostHog SDK to an application. Use it when setting up PostHog for the first time, or reviewing PRs that need PostHog initialization. Covers SDK installation, provider setup, and basic configuration. Supports any framework or language.

Supported frameworks: Next.js, React, React Router, Vue, Nuxt, TanStack Start, SvelteKit, Astro, Angular, Django, Flask, FastAPI, Laravel, Ruby on Rails, Android, Swift, React Native, Expo, Node.js, and vanilla JavaScript.

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, do not modify its code. Inform the user and skip to verification.

STEP 2: Research integration. 2.1. Find the reference file below that matches the detected framework — it is the source of truth for SDK initialization, provider setup, and configuration 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.

  • 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.

  • 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).

  • Set up the PostHog provider/wrapper component if the framework requires one.

STEP 5: Identify users.

  • Add PostHog identify() calls on the client side during login and signup events.

  • 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.

STEP 6: Set up environment variables.

  • Store the PostHog API key and host in environment variables (e.g. .env or framework-specific env files).

  • Reference these environment variables in code instead of hardcoding them.

STEP 7: 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-react-vite.md - react-vite 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-javascript-node.md - javascript-node example project code

  • references/EXAMPLE-javascript-web.md - javascript-web 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.md - React - 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/js.md - JavaScript web - docs

  • references/posthog-js.md - PostHog JavaScript web SDK

  • references/node.md - Node.js - docs

  • references/posthog-node.md - PostHog Node.js SDK

  • 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 example: Your implementation should follow the example project's patterns as closely as possible.

  • Analytics contract: Treat event names, property names, and feature flag keys as part of an analytics contract. Reuse existing names and patterns found in the project. When introducing new ones, make them clear, descriptive, and consistent with existing conventions.

Files

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_id that matches the ID your frontend uses when calling posthog.identify(). Without this, backend events are orphaned — they can't be linked to frontend event captures, session replays, LLM traces, or error tracking.

See our guide on identifying users for how to set this up.

Capturing events

You can send custom events using capture:

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, or invite 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')
end
Multivariate 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')
end
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:

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: 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 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:

  1. You call posthog.get_feature_flag() or posthog.is_feature_enabled(), 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 get_feature_flag or is_feature_enabled. 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 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
end
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 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 }
  )
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 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 }
  )
end

Experiments (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
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

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'
    }
  )
end

The capture_exception method accepts the following parameters:

ParameterTypeDescription
exceptionExceptionThe exception object to capture (required)
distinct_idStringThe distinct ID of the user (optional)
propertiesHashAdditional 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.

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Needs: Needs an API key, Needs Python, Needs Node.js

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Attribution and licence

Created by
PostHog
Publisher
PostHog (Official)
Source
PostHog/skills · skills/posthog/all/skills/omnibus-instrument-integration · commit a5d30e7
Licence
MIT License (redistribution allowed)
  • LICENSE (added by AutoGineer from LICENSE)
  • ATTRIBUTION.md (written by AutoGineer)
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The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download omnibus-instrument-integration.zip