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Instrument Feature Flags

PostHogOfficialCreated by PostHog

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

From the author

Add PostHog feature flags to gate new functionality. Use after implementing features or reviewing PRs to ensure safe rollouts with feature flag controls. 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 approach to instrumenting PostHog feature flags within your codebase. It handles the end-to-end process, including detecting your platform, setting up the PostHog SDK if necessary, configuring environment variables, and implementing the code required to gate features. It emphasizes best practices such as using environment variables for configuration, preferring server-side evaluation to prevent UI flicker, and ensuring minimal, non-intrusive code changes.

What it does

  • Detects your project's platform and language automatically.
  • Initializes the PostHog SDK if it is not already present in the project.
  • Configures required environment variables securely without hardcoding.
  • Provides platform-specific code patterns for implementing feature flag checks.
  • Guides the integration of boolean and multivariate feature flags.
  • Ensures PostHog configuration does not break application boot or runtime stability.

When to use it

  • When you need to gate new functionality for controlled releases.
  • After implementing a new feature that requires a safe rollout strategy.
  • When reviewing pull requests that introduce features needing toggle controls.
  • When you need to set up PostHog instrumentation in a new or existing project.

Advantages

  • Supports a wide range of languages, frameworks, and platforms.
  • Promotes safe, production-ready instrumentation patterns.
  • Prevents common issues like UI flicker through server-side evaluation.
  • Maintains clean code by avoiding hardcoded configuration keys.

Usage examples

“Add a PostHog feature flag to gate the new checkout button in my React app.”
The agent will analyze your React project, verify PostHog setup, and provide the code snippet using posthog.isFeatureEnabled to conditionally render the button.
“I need to instrument a new feature flag for my Node.js backend.”
The agent will detect the Node.js environment, ensure the SDK is initialized, and guide you through adding the flag check logic to your server-side code.

Install

  1. Download the skill as a ZIP:

    https://autogineer.com/agent-skills/posthog/instrument-feature-flags/download
  2. Unzip it into the cross-client skills folder of your project:

    mkdir -p .agents/skills && unzip instrument-feature-flags.zip -d .agents/skills

Documentation by PostHog

Add PostHog feature flags

Use this skill to add PostHog feature flags that gate new or changed functionality. Use it after implementing features or reviewing PRs to ensure safe rollouts with feature flag controls. If PostHog is not yet installed, this skill also covers initial SDK setup. Supports any platform or language.

Supported platforms: React, Next.js, React Native, Web (JavaScript), Node.js, Python, PHP, Ruby, Go, Java, Rust, .NET, Elixir, Android, iOS, Flutter, and the REST API.

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, go.mod, Gemfile, composer.json, mix.exs, etc.) to determine the language and framework.

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 (SDK initialization, env vars, etc.). If PostHog is already installed and initialized, skip to STEP 3.

STEP 2: Research instrumentation. (Skip if PostHog is already set up.) 2.1. Find the reference file below that matches the detected platform — it is the source of truth for SDK initialization, flag evaluation methods, and framework-specific 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: Create or find the feature flag.

  • Check if a PostHog MCP server is connected. If available, use its tools to search for an existing feature flag the user wants to instrument, or create a new one.

  • If no MCP server is available, instruct the user to create the flag in the PostHog dashboard.

STEP 4: Plan release conditions.

  • Determine the rollout strategy (percentage rollout, user targeting, group targeting, etc.).

  • Plan how the feature flag will gate the new functionality in code.

STEP 5: Instrument the feature.

  • Add the feature flag code following the platform-specific reference patterns.

  • Use server-side evaluation when possible to avoid UI flicker.

  • 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 6: 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.

Reference files

  • references/react.md - React feature flags installation

  • references/react-native.md - React native feature flags installation

  • references/web.md - Web feature flags installation

  • references/nodejs.md - Node.js feature flags installation

  • references/python.md - Python feature flags installation

  • references/django.md - Django

  • references/flask.md - Flask

  • references/php.md - Php feature flags installation

  • references/laravel.md - Laravel

  • references/ruby.md - Ruby feature flags installation

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

  • references/go.md - Go feature flags installation

  • references/java.md - Java feature flags installation

  • references/rust.md - Rust feature flags installation

  • references/dotnet.md - .net feature flags installation

  • references/dotnet.md - .net

  • references/elixir.md - Elixir feature flags installation

  • references/android.md - Android feature flags installation

  • references/ios.md - Ios feature flags installation

  • references/usage.md - Ios SDK usage

  • references/flutter.md - Flutter feature flags installation

  • references/api.md - API feature flags installation

  • references/next-js.md - Next.js

  • references/adding-feature-flag-code.md - Adding feature flag code

  • references/best-practices.md - Best practices for production-ready flags

  • references/COMMANDMENTS.md - Framework-specific rules the integration must follow

Each platform reference contains SDK-specific installation, flag evaluation, and code examples. Find the one matching the user's stack. If unlisted, use the API reference as a fallback.

Key principles

  • Environment variables: Always use environment variables for PostHog keys. Never hardcode them.

  • Minimal changes: Add feature flag code alongside existing logic. Don't replace or restructure existing code.

  • Boolean flags first: Default to boolean flag checks unless the user specifically asks for multivariate flags.

  • Server-side when possible: Prefer server-side flag evaluation to avoid UI flicker.

Files

references/ruby-on-rails.md

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

Ruby on Rails

Canonical URL: https://posthog.com/docs/libraries/ruby-on-rails

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

On this page

  • Install with the wizard

  • Features

  • Installation

  • Identifying users

  • Configuration

  • Capturing events

  • Request context

  • Trace context

  • Logs

  • Error tracking

  • Feature flags

  • Testing

  • Configuration reference

  • Troubleshooting

  • Next steps

PostHog makes it easy to get data about traffic and usage of your Ruby on Rails app. Integrating PostHog enables analytics, custom event capture, feature flags, and automatic exception tracking.

This guide walks you through integrating PostHog into your Rails app using the posthog-rails gem.

Install with the wizard

Run this command in your project directory to add PostHog to your Rails 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.

Features

  • Automatic exception tracking – Captures unhandled and rescued exceptions

  • ActiveJob instrumentation – Tracks background job exceptions

  • User context – Automatically associates exceptions with the current user

  • Smart filtering – Excludes common Rails exceptions (404s, etc.) by default

  • Request context – Adds request metadata and optional PostHog tracing header identity/session context to captured events

  • Rails 7.0+ error reporter – Integrates with Rails' built-in error reporting

  • Log forwarding – Optionally forwards Rails.logger output to PostHog Logs over OpenTelemetry, automatically correlated with request context (Ruby 3.3+)

Installation

Add both gems to your Gemfile:

Gemfile

gem 'posthog-ruby', require: 'posthog'
gem 'posthog-rails'

Then run:

bundle install

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.

Generate the initializer

Run the install generator to create the PostHog initializer:

rails generate posthog:install

This creates config/initializers/posthog.rb with sensible defaults and documentation.

Configuration

PostHog.init creates a single client instance used across your app. Avoid creating multiple PostHog::Client instances with the same API key, as this can cause dropped events and inconsistent behavior.

The generated initializer includes the most common options:

config/initializers/posthog.rb

# Rails-specific configuration
PostHog::Rails.configure do |config|
  config.auto_capture_exceptions = true           # Enable automatic exception capture (default: false)
  config.report_rescued_exceptions = true         # Report exceptions Rails rescues (default: false)
  config.auto_instrument_active_job = true        # Instrument background jobs (default: false)
  config.use_tracing_headers = true               # Use PostHog tracing headers for identity/session context (default: true)
  config.capture_user_context = true              # Include authenticated user info in exceptions (default: true)
  config.current_user_method = :current_user      # Method to get current user (default: :current_user)
  config.user_id_method = nil                     # Method to get ID from user object (default: auto-detect)

  # Add additional exceptions to ignore
  config.excluded_exceptions = ['MyCustomError']
end

# Core PostHog client initialization
PostHog.init do |config|
  # Required: Your PostHog project API key
  config.api_key = '<ph_project_token>'

  # Optional: Your PostHog instance URL
  config.host = 'https://us.i.posthog.com'

  # Optional: Personal API key for feature flags
  config.personal_api_key = 'phx_xxxxxxxxx'

  # Maximum number of events to queue before dropping (default: 10000)
  config.max_queue_size = 10_000

  # Send events synchronously on the calling thread (default: false)
  config.sync_mode = false

  # Feature flags polling interval in seconds (default: 30)
  config.feature_flags_polling_interval = 30

  # Feature flag request timeout in seconds (default: 3)
  config.feature_flag_request_timeout_seconds = 3

  # Error callback to detect misconfiguration
  config.on_error = proc { |status, msg|
    Rails.logger.error("PostHog error: #{msg}")
  }

  # Before-send callback to modify or drop events
  config.before_send = proc { |event|
    event[:properties] ||= {}
    event[:properties]['environment'] = Rails.env
    event
  }

  # Disable network calls in test mode
  config.test_mode = true if Rails.env.test?
end

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

Tip: Use Rails.application.credentials to avoid hardcoding API keys. First, add your keys and then reference them in your initializer:

rails credentials:edit

config/credentials.yml.enc

posthog:
  api_key: <ph_project_token>
  host: https://us.i.posthog.com
  personal_api_key: phx_xxxxxxxxx

config/initializers/posthog.rb

config.api_key = Rails.application.credentials.posthog[:api_key]
config.host = Rails.application.credentials.posthog[:host]
config.personal_api_key = Rails.application.credentials.posthog[:personal_api_key]

Capturing events

Track custom events anywhere in your Rails app:

PostHog.capture({
  distinct_id: current_user.id,
  event: 'post_created',
  properties: { title: @post.title }
})

Identify a user and set their person properties:

PostHog.identify({
  distinct_id: current_user.id,
  properties: {
    email: current_user.email,
    plan: current_user.plan
  }
})

The Rails integration delegates methods like capture, identify, alias, group_identify, evaluate_flags, capture_exception, flush, and shutdown to the initialized PostHog::Client.

Request context

PostHog Rails automatically applies request-scoped context to events captured during web requests. Request metadata such as $current_url, $request_method, $request_path, $user_agent, and $ip is added to event properties.

When use_tracing_headers is enabled, PostHog tracing headers (X-PostHog-Distinct-Id and X-PostHog-Session-Id) are also used as default distinct_id and $session_id values. Explicit distinct_id and properties passed to PostHog.capture always take precedence.

If you're using PostHog JS on the frontend, configure tracing_headers for your Rails backend hostname so browser requests include the session and distinct ID headers.

Tracing headers are client-controlled analytics context, not authentication or authorization. Pass an authenticated distinct_id explicitly for security-sensitive server-side decisions.

Disable tracing header identity/session capture if you do not want client-supplied tracing headers used for server-side events. Request metadata is still captured:

PostHog::Rails.config.use_tracing_headers = false

Trace context

PostHog Rails adds missing sessionId and posthogDistinctId attributes to an active OpenTelemetry SDK request span after it reads the request context. To also add these attributes to child spans, register the optional processor on your existing OpenTelemetry provider before requests start:

require 'posthog/otel/context_span_processor'

OpenTelemetry.tracer_provider.add_span_processor(
  PostHog::ContextSpanProcessor.new
)

This integration supports OpenTelemetry SDK 1.0.0 or later. Keep your existing provider, exporter, sampler, and processors. Put the OpenTelemetry request middleware outside the PostHog request middleware so the request span is active when PostHog reads the context. To send spans to PostHog, configure your existing OTLP exporter with the PostHog trace endpoint.

Existing sessionId and posthogDistinctId span attributes take precedence. Set authenticated application identity with posthogDistinctId. Missing IDs stay absent. Spans that already started keep their attributes after the request ends. Separate threads and fibers need explicit context transfer. With config.auto_instrument_active_job = true, Active Job copies the session and distinct IDs into queued jobs, so job spans get them too. The processor does not create a session, recording, trace provider, or exporter.

Logs

To set up PostHog Logs in your Rails app, follow the Ruby on Rails logs installation guide. The integration forwards Rails.logger output to PostHog Logs over OpenTelemetry, automatically correlated with each request's distinct ID and session ID. Requires Ruby 3.3+.

Error tracking

For full details on setting up error tracking with Rails, see our Rails error tracking installation guide.

Automatic exception tracking

When auto_capture_exceptions is enabled, exceptions are automatically captured:

class PostsController < ApplicationController
  def show
    @post = Post.find(params[:id])
    # Any exception here is automatically captured
  end
end

report_rescued_exceptions controls whether exceptions Rails rescues (for example, exceptions rendered by Rails error pages) are captured. Enable it along with auto_capture_exceptions for complete error visibility, or leave it disabled to capture only unhandled exceptions.

Manual exception capture

You can also manually capture exceptions:

PostHog.capture_exception(
  exception,
  current_user.id,
  { custom_property: 'value' }
)

If you evaluated feature flags for the request, pass the same snapshot to include matching flag properties on the exception event:

flags = PostHog.evaluate_flags(current_user.id)

PostHog.capture_exception(
  exception,
  current_user.id,
  { custom_property: 'value' },
  flags: flags
)
Background job exceptions

When auto_instrument_active_job is enabled, ActiveJob exceptions are automatically captured with job context:

class EmailJob < ApplicationJob
  def perform(user_id)
    user = User.find(user_id)
    UserMailer.welcome(user).deliver_now
    # Exceptions are automatically captured
  end
end
Associating jobs with users

By default, PostHog extracts a distinct_id from job arguments by looking for a user_id key in hash arguments:

# PostHog will automatically use options[:user_id] as the distinct_id
ProcessOrderJob.perform_later(order.id, user_id: current_user.id)

For more control, use the posthog_distinct_id class method. The proc or block receives the same arguments as perform:

class SendWelcomeEmailJob < ApplicationJob
  posthog_distinct_id ->(user, _options) { user.id }

  def perform(user, options = {})
    UserMailer.welcome(user).deliver_now
  end
end

You can also use a block:

class ProcessOrderJob < ApplicationJob
  posthog_distinct_id do |_order, notify_user_id|
    notify_user_id
  end

  def perform(order, notify_user_id)
    # Process the order...
  end
end
Rails 7.0+ error reporter

PostHog integrates with Rails' built-in error reporting:

# These errors are automatically sent to PostHog
Rails.error.handle do
  # Code that might raise an error
end

Rails.error.record(exception, context: { user_id: current_user.id })

PostHog automatically extracts the user's distinct ID from user_id or distinct_id in the context hash. Other context keys are included as properties on the exception event.

User context

PostHog Rails automatically captures authenticated user information from your controllers for exceptions. Authenticated Rails user context takes precedence over client-supplied tracing headers for exception identity.

If your user method has a different name, configure it:

PostHog::Rails.config.current_user_method = :logged_in_user
User ID extraction

By default, PostHog Rails auto-detects the user's distinct ID by trying these methods in order:

  1. posthog_distinct_id – Define this on your User model for full control

  2. distinct_id – Common analytics convention

  3. id – Standard ActiveRecord primary key

  4. pk – Primary key alias

  5. uuid – For UUID-based primary keys

It also checks hash-like users for id, pk, and uuid keys.

You can configure a specific method:

PostHog::Rails.config.user_id_method = :email

Or define a method on your User model:

class User < ApplicationRecord
  def posthog_distinct_id
    "user_#{id}"  # or external_id, or any unique identifier
  end
end
Excluded exceptions

The following exceptions are not reported by default (common 4xx errors):

  • AbstractController::ActionNotFound

  • ActionController::BadRequest

  • ActionController::InvalidAuthenticityToken

  • ActionController::InvalidCrossOriginRequest

  • ActionController::MethodNotAllowed

  • ActionController::NotImplemented

  • ActionController::ParameterMissing

  • ActionController::RoutingError

  • ActionController::UnknownFormat

  • ActionController::UnknownHttpMethod

  • ActionDispatch::Http::Parameters::ParseError

  • ActiveRecord::RecordNotFound

  • ActiveRecord::RecordNotUnique

Add more with:

PostHog::Rails.config.excluded_exceptions = ['MyException']

Feature flags

Evaluate flags once for the current user, then read values from the returned snapshot:

class PostsController < ApplicationController
  def show
    flags = PostHog.evaluate_flags(current_user.id)

    if flags.enabled?('new-post-design')
      render 'posts/show_new'
    else
      render 'posts/show'
    end
  end
end

For multivariate flags and experiments, use get_flag:

flags = PostHog.evaluate_flags(current_user.id)
variant = flags.get_flag('checkout-experiment')

if variant == 'test'
  # Do something differently
end

When capturing an event after branching on a flag, pass the same flags snapshot so the event includes the exact flag values used by your code:

flags = PostHog.evaluate_flags(current_user.id)

PostHog.capture({
  distinct_id: current_user.id,
  event: 'checkout_started',
  flags: flags.only_accessed
})

For local evaluation, ensure you've set personal_api_key:

config.personal_api_key = Rails.application.credentials.posthog[:personal_api_key]

See our Ruby SDK docs for details on local evaluation with Puma and Unicorn servers.

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

Testing

In your test environment, disable network calls with test mode:

config/environments/test.rb

PostHog.init do |config|
  config.api_key = '<ph_project_token>'
  config.test_mode = true
end

Or in your specs:

spec/rails_helper.rb

RSpec.configure do |config|
  config.before(:each) do
    allow(PostHog).to receive(:capture)
  end
end

Configuration reference

Core PostHog options
OptionTypeDefaultDescription
api_keyStringrequiredYour PostHog project token.
hostStringhttps://us.i.posthog.comFully qualified PostHog API host.
personal_api_keyStringnilPersonal API key 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.
test_modeBooleanfalseKeep events queued and do not send them. Useful for tests.
sync_modeBooleanfalseSend events synchronously on the calling thread.
on_errorProcno-opCallback called as on_error.call(status, error).
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.

The PostHog.init block supports the options above. Less common core options like batch_size, disable_singleton_warning, skip_ssl_verification, and flag_definition_cache_provider can be passed as an options hash to PostHog.init(...); see the Ruby SDK docs for details.

Rails-specific options

Configure these via PostHog::Rails.configure or PostHog::Rails.config:

OptionTypeDefaultDescription
auto_capture_exceptionsBooleanfalseAutomatically capture exceptions.
report_rescued_exceptionsBooleanfalseReport exceptions Rails rescues.
auto_instrument_active_jobBooleanfalseCapture ActiveJob exceptions with job context.
excluded_exceptionsArray[]Additional exception class names to ignore.
use_tracing_headersBooleantrueUse X-PostHog-Distinct-Id and X-PostHog-Session-Id as request-scoped defaults.
capture_user_contextBooleantrueInclude authenticated user info in exceptions.
current_user_methodSymbol:current_userController method used to fetch the current user.
user_id_methodSymbolnilMethod used to extract the distinct ID from the user object. Auto-detects when nil.

Troubleshooting

Exceptions not being captured
  1. Verify PostHog is initialized:

    Rails.console
    > PostHog.initialized?
    => true
  2. Check your excluded exceptions list.

  3. Verify middleware is installed:

    Rails.application.middleware
User context not working
  1. Verify current_user_method matches your controller method.

  2. Check that the user object responds to posthog_distinct_id, distinct_id, id, pk, or uuid.

  3. If using a custom identifier, set PostHog::Rails.config.user_id_method = :your_method.

Feature flags not working

Ensure you've set personal_api_key in your configuration.

Next steps

For any technical questions for how to integrate specific PostHog features into Rails (such as analytics, feature flags, A/B testing, etc.), have a look at our Ruby SDK docs.

Requirements and compatibility

Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta

“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.

Needs: Needs an MCP server, Needs Python, Needs Node.js

Security

What our scanner noticed· Low risk

  • Instructions that use the network

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Attribution and licence

Created by
PostHog
Publisher
PostHog (Official)
Source
PostHog/skills · skills/omnibus/instrument-feature-flags · commit a5d30e7
Licence
MIT License (redistribution allowed)
  • LICENSE (added by AutoGineer from LICENSE)
  • ATTRIBUTION.md (written by AutoGineer)
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