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Omnibus Instrument Product Analytics

PostHogOfficialCreated by PostHog

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

From the author

Add PostHog product analytics events to track user behavior. Use after implementing new features or reviewing PRs to ensure meaningful user actions are captured. Also handles initial PostHog SDK setup if not yet installed.
— the description by PostHog

AutoGineer summary

Written by AutoGineer from the skill’s own files, not by the author

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

What it does

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

When to use it

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

Advantages

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

Usage examples

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

Install

  1. Download the skill as a ZIP:

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

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

Documentation by PostHog

Add PostHog product analytics events

Use this skill to add product analytics events (capture calls) that track meaningful user actions in new or changed code. Use it after implementing features or reviewing PRs to ensure key user behaviors are captured. If PostHog is not yet installed, this skill also covers initial SDK setup. Supports any framework or language.

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

Instructions

Follow these steps IN ORDER:

STEP 1: Analyze the codebase and detect the platform.

  • Look for dependency files (package.json, requirements.txt, Gemfile, composer.json, go.mod, etc.) to determine the framework and language.

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

  • Check for existing PostHog setup. If PostHog is already installed and initialized, skip to STEP 5.

STEP 2: Research integration. (Skip if PostHog is already set up.) 2.1. Find the reference file below that matches the detected framework — it is the source of truth for SDK initialization, provider setup, and event capture patterns. Read it now. 2.2. If no reference matches, fall back to your general knowledge and web search. Use posthog.com/docs as the primary search source.

STEP 3: Install the PostHog SDK. (Skip if PostHog is already set up.)

  • Add the PostHog SDK package for the detected platform. Do not manually edit package.json — use the package manager's install command.

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

STEP 4: Initialize PostHog. (Skip if PostHog is already set up.)

  • Follow the framework reference for where and how to initialize. This varies significantly by framework (e.g., instrumentation-client.ts for Next.js 15.3+, AppConfig.ready() for Django, create_app() for Flask).

STEP 5: Plan event tracking.

  • From the project's file list, select between 10 and 15 files that might have interesting business value for event tracking, especially conversion and churn events.

  • Also look for files related to login that could be used for identifying users, along with error handling.

  • Find any existing posthog.capture() code. Make note of event name formatting. Don't duplicate existing events; supplement them.

  • Track actions only, not pageviews (those can be captured automatically). Exceptions can be made for "viewed"-type events at the top of a conversion funnel.

  • Server-side events are REQUIRED if the project includes any instrumentable server-side code (API routes, server actions, webhook handlers, payment/checkout completion, authentication endpoints).

STEP 6: Implement event capture.

  • For each planned event, add posthog.capture() calls with useful properties.

  • If a file already has existing integration code for other tools or services, don't overwrite or remove that code. Place PostHog code below it.

  • Do not alter the fundamental architecture of existing files. Make additions minimal and targeted.

  • You must read a file immediately before attempting to write it.

STEP 7: Identify users.

  • Add PostHog identify() calls on the client side during login and signup events. Use the contents of login and signup forms to identify users on submit.

  • If both frontend and backend exist, pass the client-side session and distinct ID using X-POSTHOG-DISTINCT-ID and X-POSTHOG-SESSION-ID headers to the server-side code. On the server side, make sure events have a matching distinct ID.

STEP 8: Add error tracking.

  • Add PostHog exception capture error tracking to relevant files, particularly around critical user flows and API boundaries.

STEP 9: Set up environment variables.

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

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

STEP 10: Verify and clean up.

  • Check the project for errors. Look for type checking or build scripts in package.json.

  • Ensure any components created were actually used.

  • Run any linter or prettier-like scripts found in the package.json.

Reference files

  • references/EXAMPLE-next-app-router.md - next-app-router example project code

  • references/EXAMPLE-next-pages-router.md - next-pages-router example project code

  • references/EXAMPLE-react-react-router-6.md - react-react-router-6 example project code

  • references/EXAMPLE-react-react-router-7-framework.md - react-react-router-7-framework example project code

  • references/EXAMPLE-react-react-router-7-data.md - react-react-router-7-data example project code

  • references/EXAMPLE-react-react-router-7-declarative.md - react-react-router-7-declarative example project code

  • references/EXAMPLE-nuxt-3.6.md - nuxt-3.6 example project code

  • references/EXAMPLE-nuxt-4.md - nuxt-4 example project code

  • references/EXAMPLE-vue-3.md - vue-3 example project code

  • references/EXAMPLE-react-tanstack-router-file-based.md - react-tanstack-router-file-based example project code

  • references/EXAMPLE-react-tanstack-router-code-based.md - react-tanstack-router-code-based example project code

  • references/EXAMPLE-tanstack-start.md - tanstack-start example project code

  • references/EXAMPLE-sveltekit.md - sveltekit example project code

  • references/EXAMPLE-astro-static.md - astro-static example project code

  • references/EXAMPLE-astro-view-transitions.md - astro-view-transitions example project code

  • references/EXAMPLE-astro-ssr.md - astro-ssr example project code

  • references/EXAMPLE-astro-hybrid.md - astro-hybrid example project code

  • references/EXAMPLE-angular.md - angular example project code

  • references/EXAMPLE-django.md - django example project code

  • references/EXAMPLE-flask.md - flask example project code

  • references/EXAMPLE-fastapi.md - fastapi example project code

  • references/EXAMPLE-python.md - python example project code

  • references/EXAMPLE-laravel.md - laravel example project code

  • references/EXAMPLE-ruby-on-rails.md - ruby-on-rails example project code

  • references/EXAMPLE-ruby.md - ruby example project code

  • references/EXAMPLE-android.md - android example project code

  • references/EXAMPLE-swift.md - swift example project code

  • references/EXAMPLE-react-native.md - react-native example project code

  • references/EXAMPLE-expo.md - expo example project code

  • references/next-js.md - Next.js - docs

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

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

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

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

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

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

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

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

  • references/svelte.md - Svelte - docs

  • references/astro.md - Astro - docs

  • references/angular.md - Angular - docs

  • references/django.md - Django - docs

  • references/flask.md - Flask - docs

  • references/python.md - Python - docs

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

  • references/laravel.md - Laravel - docs

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

  • references/ruby.md - Ruby - docs

  • references/android.md - Android - docs

  • references/ios.md - Ios - docs

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

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

Each framework reference contains SDK-specific installation, initialization, and usage patterns. Find the one matching the user's stack.

Key principles

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

  • Minimal changes: Add PostHog code alongside existing integrations. Don't replace or restructure existing code.

  • Match the docs: Follow the framework reference's initialization and capture patterns exactly.

Files

references/EXAMPLE-django.md

PostHog django Example Project

Repository: https://github.com/PostHog/context-mill Path: basics/django


README.md

PostHog Django example

This is a Django example demonstrating PostHog integration with product analytics, error tracking, feature flags, and user identification.

Features

  • Product analytics: Track user events and behaviors

  • Error tracking: Capture and track exceptions automatically

  • User identification: Associate events with authenticated users via context

  • Feature flags: Control feature rollouts with PostHog feature flags

  • Server-side tracking: All tracking happens server-side with the Python SDK

  • Context middleware: Automatic session and user context extraction

Getting started

1. Install dependencies
pip install posthog
2. Configure environment variables

Create a .env file in the root directory:

POSTHOG_PROJECT_TOKEN=your_posthog_project_token
POSTHOG_HOST=https://us.i.posthog.com

Get your PostHog project token from your PostHog project settings.

3. Run migrations
python manage.py migrate
4. Run the development server
python manage.py runserver

Open http://localhost:8000 with your browser to see the app.

Project structure

django/
├── manage.py                    # Django management script
├── requirements.txt             # Python dependencies
├── .env.example                 # Environment variable template
├── .gitignore
├── posthog_example/
│   ├── __init__.py
│   ├── settings.py              # Django settings with PostHog config
│   ├── urls.py                  # URL routing
│   ├── wsgi.py                  # WSGI application
│   └── asgi.py                  # ASGI application
└── core/
    ├── __init__.py
    ├── apps.py                  # AppConfig with PostHog initialization
    ├── views.py                 # Views with event tracking examples
    ├── urls.py                  # App URL patterns
    └── templates/
        └── core/
            ├── base.html        # Base template
            ├── home.html        # Home/login page
            ├── burrito.html     # Burrito page with event tracking
            ├── dashboard.html   # Dashboard with feature flag example
            └── profile.html     # Profile page

Key integration points

PostHog initialization (core/apps.py)
import posthog
from django.conf import settings

class CoreConfig(AppConfig):
    name = 'core'

    def ready(self):
        posthog.api_key = settings.POSTHOG_PROJECT_TOKEN
        posthog.host = settings.POSTHOG_HOST
Django settings configuration (settings.py)
import os

# PostHog configuration
POSTHOG_PROJECT_TOKEN = os.environ.get('POSTHOG_PROJECT_TOKEN', '<ph_project_token>')
POSTHOG_HOST = os.environ.get('POSTHOG_HOST', 'https://us.i.posthog.com')

MIDDLEWARE = [
    # ... other middleware
    'posthog.integrations.django.PosthogContextMiddleware',
]
Built-in context middleware

The PostHog SDK includes a Django middleware that automatically wraps all requests with a context. It extracts session and user information from request headers and tags all events captured during the request.

The middleware automatically extracts:

  • Session ID from the X-POSTHOG-SESSION-ID header

  • Distinct ID from the X-POSTHOG-DISTINCT-ID header

  • Current URL as $current_url

  • Request method as $request_method

User identification (core/views.py)
import posthog

def login_view(request):
    # ... authentication logic
    if user:
        with posthog.new_context():
            posthog.identify_context(str(user.id))
            posthog.tag('email', user.email)
            posthog.tag('username', user.username)
            posthog.capture('user_logged_in', properties={
                'login_method': 'email',
            })
Event tracking (core/views.py)
import posthog

def consider_burrito(request):
    user_id = str(request.user.id) if request.user.is_authenticated else 'anonymous'

    with posthog.new_context():
        posthog.identify_context(user_id)
        posthog.capture('burrito_considered', properties={
            'total_considerations': request.session.get('burrito_count', 0),
        })
Feature flags (core/views.py)
import posthog

def dashboard_view(request):
    user_id = str(request.user.id) if request.user.is_authenticated else 'anonymous'

    show_new_feature = posthog.feature_enabled(
        'new-dashboard-feature',
        distinct_id=user_id
    )

    return render(request, 'core/dashboard.html', {
        'show_new_feature': show_new_feature
    })
Error tracking (core/views.py)

Capture exceptions manually using capture_exception():

import posthog

def profile_view(request):
    try:
        risky_operation()
    except Exception as e:
        posthog.capture_exception(e)

Frontend integration (optional)

If you're using PostHog's JavaScript SDK on the frontend, enable tracing headers to connect frontend sessions with backend events:

posthog.init('<ph_project_token>', {
    api_host: 'https://us.i.posthog.com',
    __add_tracing_headers: ['your-backend-domain.com'],
})

This automatically adds X-POSTHOG-SESSION-ID and X-POSTHOG-DISTINCT-ID headers to requests, which the Django middleware extracts to maintain context.

Learn more


.env.example

POSTHOG_PROJECT_TOKEN=
POSTHOG_HOST=https://us.i.posthog.com
DJANGO_SECRET_KEY=your-secret-key-here
DEBUG=True

core/init.py

# Core app for PostHog Django example

core/apps.py

"""
Django AppConfig that initializes PostHog when the application starts.

This ensures the SDK is configured once when Django starts, making it available throughout the application.
"""

from django.apps import AppConfig
from django.conf import settings


class CoreConfig(AppConfig):
    default_auto_field = 'django.db.models.BigAutoField'
    name = 'core'

    def ready(self):
        """
        Initialize PostHog when Django starts.

        This method is called once when Django starts. We configure the
        PostHog SDK here so it's available everywhere in the application.

        Note: Import posthog inside this method to avoid import issues
        during Django's startup sequence.
        """
        import posthog

        # Configure PostHog with settings from Django settings
        posthog.api_key = settings.POSTHOG_PROJECT_TOKEN
        posthog.host = settings.POSTHOG_HOST

        # Disable PostHog if configured (useful for testing)
        if settings.POSTHOG_DISABLED:
            posthog.disabled = True

        # Optional: Enable debug mode in development
        if settings.DEBUG:
            posthog.debug = True

core/templates/core/base.html

<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>{% block title %}PostHog Django example{% endblock %}</title>
    <style>
        * {
            box-sizing: border-box;
            margin: 0;
            padding: 0;
        }
        body {
            font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, sans-serif;
            line-height: 1.6;
            background-color: #f5f5f5;
            color: #333;
        }
        .container {
            max-width: 800px;
            margin: 0 auto;
            padding: 20px;
        }
        nav {
            background: #1d4ed8;
            padding: 15px 20px;
            margin-bottom: 30px;
        }
        nav a {
            color: white;
            text-decoration: none;
            margin-right: 20px;
        }
        nav a:hover {
            text-decoration: underline;
        }
        .card {
            background: white;
            border-radius: 8px;
            padding: 20px;
            margin-bottom: 20px;
            box-shadow: 0 2px 4px rgba(0,0,0,0.1);
        }
        h1, h2, h3 {
            margin-bottom: 15px;
            color: #1d4ed8;
        }
        button, .btn {
            background: #1d4ed8;
            color: white;
            border: none;
            padding: 10px 20px;
            border-radius: 5px;
            cursor: pointer;
            font-size: 14px;
            display: inline-block;
            text-decoration: none;
        }
        button:hover, .btn:hover {
            background: #1e40af;
        }
        button.danger {
            background: #dc2626;
        }
        button.danger:hover {
            background: #b91c1c;
        }
        input {
            width: 100%;
            padding: 10px;
            margin-bottom: 15px;
            border: 1px solid #ddd;
            border-radius: 5px;
            font-size: 14px;
        }
        .messages {
            margin-bottom: 20px;
        }
        .message {
            padding: 10px 15px;
            border-radius: 5px;
            margin-bottom: 10px;
        }
        .message.error {
            background: #fee2e2;
            color: #dc2626;
        }
        .message.success {
            background: #d1fae5;
            color: #059669;
        }
        .feature-flag {
            background: #fef3c7;
            border: 2px dashed #f59e0b;
            padding: 15px;
            border-radius: 8px;
            margin: 20px 0;
        }
        code {
            background: #f3f4f6;
            padding: 2px 6px;
            border-radius: 3px;
            font-family: monospace;
        }
        .count {
            font-size: 48px;
            font-weight: bold;
            color: #1d4ed8;
            text-align: center;
            padding: 20px;
        }
    </style>
</head>
<body>
    {% if user.is_authenticated %}
    <nav>
        <a href="{% url 'dashboard' %}">Dashboard</a>
        <a href="{% url 'burrito' %}">Burrito</a>
        <a href="{% url 'profile' %}">Profile</a>
        <a href="{% url 'logout' %}" style="float: right;">Logout ({{ user.username }})</a>
    </nav>
    {% endif %}

    <div class="container">
        {% if messages %}
        <div class="messages">
            {% for message in messages %}
            <div class="message {{ message.tags }}">{{ message }}</div>
            {% endfor %}
        </div>
        {% endif %}

        {% block content %}{% endblock %}
    </div>

    {% block scripts %}{% endblock %}
</body>
</html>

core/templates/core/burrito.html

{% extends 'core/base.html' %}

{% block title %}Burrito - PostHog Django example{% endblock %}

{% block content %}
<div class="card">
    <h1>Burrito consideration tracker</h1>
    <p>This page demonstrates custom event tracking with PostHog.</p>
</div>

<div class="card" style="text-align: center;">
    <h2>Times considered</h2>
    <div class="count" id="burrito-count">{{ burrito_count }}</div>
    <button onclick="considerBurrito()" style="font-size: 18px; padding: 15px 30px;">
        Consider a burrito
    </button>
</div>

<div class="card">
    <h3>How event tracking works</h3>
    <p>Each time you click the button, a <code>burrito_considered</code> event is sent to PostHog:</p>
    <pre style="background: #f3f4f6; padding: 15px; border-radius: 5px; overflow-x: auto; margin-top: 15px;"><code>from posthog import new_context, identify_context, capture

with new_context():
    identify_context(user_id)
    capture('burrito_considered', properties={
        'total_considerations': count,
    })</code></pre>
</div>
{% endblock %}

{% block scripts %}
<script>
async function considerBurrito() {
    try {
        const response = await fetch('{% url "consider_burrito" %}', {
            method: 'POST',
            headers: {
                'X-CSRFToken': '{{ csrf_token }}',
                'Content-Type': 'application/json',
            },
        });

        const data = await response.json();

        if (data.success) {
            document.getElementById('burrito-count').textContent = data.count;
        }
    } catch (error) {
        console.error('Error:', error);
    }
}
</script>
{% endblock %}

core/templates/core/dashboard.html

{% extends 'core/base.html' %}

{% block title %}Dashboard - PostHog Django example{% endblock %}

{% block content %}
<div class="card">
    <h1>Dashboard</h1>
    <p>Welcome back, <strong>{{ user.username }}</strong>!</p>
</div>

<div class="card">
    <h2>Feature flags</h2>
    <p>Feature flags allow you to control feature rollouts and run A/B tests.</p>

    {% if show_new_feature %}
    <div class="feature-flag">
        <h3>New feature enabled!</h3>
        <p>
            This section is only visible because the <code>new-dashboard-feature</code>
            flag is enabled for your user.
        </p>
        {% if feature_config %}
        <p><strong>Feature config:</strong> {{ feature_config }}</p>
        {% endif %}
    </div>
    {% else %}
    <div style="background: #f3f4f6; padding: 15px; border-radius: 8px; margin-top: 15px;">
        <p>
            The <code>new-dashboard-feature</code> flag is not enabled for your user.
            Create this flag in your PostHog project to see it in action.
        </p>
    </div>
    {% endif %}
</div>

<div class="card">
    <h3>How feature flags work</h3>
    <pre style="background: #f3f4f6; padding: 15px; border-radius: 5px; overflow-x: auto;"><code># Check if a feature flag is enabled
show_feature = posthog.feature_enabled(
    'new-dashboard-feature',
    distinct_id=user_id,
    person_properties={
        'email': user.email,
        'is_staff': user.is_staff,
    }
)

# Get feature flag payload for configuration
config = posthog.get_feature_flag_payload(
    'new-dashboard-feature',
    distinct_id=user_id,
)</code></pre>
</div>
{% endblock %}

core/templates/core/home.html

{% extends 'core/base.html' %}

{% block title %}Login - PostHog Django example{% endblock %}

{% block content %}
<div class="card">
    <h1>PostHog Django example</h1>
    <p>Welcome! This example demonstrates PostHog integration with Django.</p>
</div>

<div class="card">
    <h2>Login</h2>
    <p>Login to see PostHog analytics in action.</p>

    <form method="post" style="margin-top: 20px;">
        {% csrf_token %}
        <input type="text" name="username" placeholder="Username" required>
        <input type="password" name="password" placeholder="Password" required>
        <button type="submit">Login</button>
    </form>

    <p style="margin-top: 15px; color: #666; font-size: 14px;">
        Tip: Create a user with <code>python manage.py createsuperuser</code>
    </p>
</div>

<div class="card">
    <h3>What this example demonstrates</h3>
    <ul style="padding-left: 20px;">
        <li><strong>User identification</strong> - Users are identified with <code>identify_context()</code> on login</li>
        <li><strong>Pageview tracking</strong> - Middleware extracts session and user context</li>
        <li><strong>Event tracking</strong> - Custom events captured with <code>capture()</code> in context</li>
        <li><strong>Feature flags</strong> - Conditional features with <code>posthog.feature_enabled()</code></li>
        <li><strong>Error tracking</strong> - Exceptions captured with <code>capture_exception()</code></li>
    </ul>
</div>
{% endblock %}

core/templates/core/profile.html

{% extends 'core/base.html' %}

{% block title %}Profile - PostHog Django example{% endblock %}

{% block content %}
<div class="card">
    <h1>Profile</h1>
    <p>This page demonstrates error tracking with PostHog.</p>
</div>

<div class="card">
    <h2>User information</h2>
    <table style="width: 100%; border-collapse: collapse;">
        <tr>
            <td style="padding: 10px; border-bottom: 1px solid #eee;"><strong>Username:</strong></td>
            <td style="padding: 10px; border-bottom: 1px solid #eee;">{{ user.username }}</td>
        </tr>
        <tr>
            <td style="padding: 10px; border-bottom: 1px solid #eee;"><strong>Email:</strong></td>
            <td style="padding: 10px; border-bottom: 1px solid #eee;">{{ user.email|default:"Not set" }}</td>
        </tr>
        <tr>
            <td style="padding: 10px; border-bottom: 1px solid #eee;"><strong>Date Joined:</strong></td>
            <td style="padding: 10px; border-bottom: 1px solid #eee;">{{ user.date_joined }}</td>
        </tr>
        <tr>
            <td style="padding: 10px;"><strong>Staff Status:</strong></td>
            <td style="padding: 10px;">{{ user.is_staff|yesno:"Yes,No" }}</td>
        </tr>
    </table>
</div>

<div class="card">
    <h2>Error tracking demo</h2>
    <p>Click the buttons below to trigger different types of errors. These errors are caught and sent to PostHog.</p>

    <div style="margin-top: 20px;">
        <button class="danger" onclick="triggerError('value')">
            Trigger ValueError
        </button>
        <button class="danger" onclick="triggerError('key')" style="margin-left: 10px;">
            Trigger KeyError
        </button>
        <button class="danger" onclick="triggerError('generic')" style="margin-left: 10px;">
            Trigger Generic Error
        </button>
    </div>

    <div id="error-result" style="margin-top: 20px; display: none;"></div>
</div>

<div class="card">
    <h3>How error tracking works</h3>
    <pre style="background: #f3f4f6; padding: 15px; border-radius: 5px; overflow-x: auto;"><code>import posthog

try:
    risky_operation()
except Exception as e:
    posthog.capture_exception(e)</code></pre>
</div>
{% endblock %}

{% block scripts %}
<script>
async function triggerError(errorType) {
    const resultDiv = document.getElementById('error-result');

    try {
        const response = await fetch('{% url "trigger_error" %}', {
            method: 'POST',
            headers: {
                'X-CSRFToken': '{{ csrf_token }}',
                'Content-Type': 'application/x-www-form-urlencoded',
            },
            body: 'error_type=' + errorType,
        });

        const data = await response.json();

        resultDiv.style.display = 'block';
        if (data.success) {
            resultDiv.innerHTML = '<div class="message success">No error occurred</div>';
        } else {
            resultDiv.innerHTML = `
                <div class="message error">
                    <strong>Error captured:</strong> ${data.error}<br>
                    <small>${data.message}</small>
                </div>
            `;
        }
    } catch (error) {
        resultDiv.style.display = 'block';
        resultDiv.innerHTML = `<div class="message error">Request failed: ${error}</div>`;
    }
}
</script>
{% endblock %}

core/urls.py

"""
URL configuration for the core app.

This module defines all the URL patterns for the PostHog example views.
"""

from django.urls import path
from . import views

urlpatterns = [
    # Home login page
    path('', views.home_view, name='home'),

    # Authentication
    path('logout/', views.logout_view, name='logout'),

    # Dashboard with feature flags
    path('dashboard/', views.dashboard_view, name='dashboard'),

    # Burrito example for event tracking
    path('burrito/', views.burrito_view, name='burrito'),
    path('api/burrito/consider/', views.consider_burrito_view, name='consider_burrito'),

    # Profile with error tracking
    path('profile/', views.profile_view, name='profile'),
    path('api/trigger-error/', views.trigger_error_view, name='trigger_error'),

    # Group analytics example
    path('api/group-analytics/', views.group_analytics_view, name='group_analytics'),
]

core/views.py

"""Django views demonstrating PostHog integration patterns"""

import posthog
from posthog import new_context, identify_context, tag, capture
from django.shortcuts import render, redirect
from django.contrib.auth import authenticate, login, logout
from django.contrib.auth.decorators import login_required
from django.contrib import messages
from django.http import JsonResponse
from django.views.decorators.http import require_POST


def home_view(request):
    """Home page with login functionality"""
    if request.user.is_authenticated:
        return redirect('dashboard')

    if request.method == 'POST':
        username = request.POST.get('username')
        password = request.POST.get('password')

        user = authenticate(request, username=username, password=password)

        if user is not None:
            login(request, user)

            # PostHog: Identify user and capture login event
            with new_context():
                identify_context(str(user.id))

                # Set person properties (PII goes in tag, not capture)
                tag('email', user.email)
                tag('username', user.username)
                tag('name', user.get_full_name() or user.username)
                tag('is_staff', user.is_staff)
                tag('date_joined', user.date_joined.isoformat())

                capture('user_logged_in', properties={
                    'login_method': 'email',
                })

            return redirect('dashboard')
        else:
            messages.error(request, 'Invalid username or password')

    return render(request, 'core/home.html')


def logout_view(request):
    """Logout the current user"""
    if request.user.is_authenticated:
        user_id = str(request.user.id)

        # PostHog: Track logout before session ends
        with new_context():
            identify_context(user_id)
            capture('user_logged_out')

        logout(request)

    return redirect('home')


@login_required
def dashboard_view(request):
    """Dashboard page with feature flag example"""
    user_id = str(request.user.id)

    # PostHog: Track dashboard view
    with new_context():
        identify_context(user_id)
        capture('dashboard_viewed', properties={
            'is_staff': request.user.is_staff,
        })

    # PostHog: Check feature flag
    show_new_feature = posthog.feature_enabled(
        'new-dashboard-feature',
        distinct_id=user_id,
        person_properties={
            'email': request.user.email,
            'is_staff': request.user.is_staff,
        }
    )

    # PostHog: Get feature flag payload
    feature_config = posthog.get_feature_flag_payload(
        'new-dashboard-feature',
        distinct_id=user_id,
    )

    context = {
        'show_new_feature': show_new_feature,
        'feature_config': feature_config,
    }

    return render(request, 'core/dashboard.html', context)


@login_required
def burrito_view(request):
    """Example page demonstrating event tracking"""
    count = request.session.get('burrito_count', 0)

    context = {
        'burrito_count': count,
    }

    return render(request, 'core/burrito.html', context)


@login_required
@require_POST
def consider_burrito_view(request):
    """API endpoint for tracking burrito considerations"""
    count = request.session.get('burrito_count', 0) + 1
    request.session['burrito_count'] = count

    user_id = str(request.user.id)

    # PostHog: Track custom event
    with new_context():
        identify_context(user_id)
        capture('burrito_considered', properties={
            'total_considerations': count,
        })

    return JsonResponse({
        'success': True,
        'count': count,
    })


@login_required
def profile_view(request):
    """Profile page with error tracking demonstration"""
    user_id = str(request.user.id)

    # PostHog: Track profile view
    with new_context():
        identify_context(user_id)
        capture('profile_viewed')

    context = {
        'user': request.user,
    }

    return render(request, 'core/profile.html', context)


@login_required
@require_POST
def trigger_error_view(request):
    """API endpoint that demonstrates error tracking"""
    try:
        error_type = request.POST.get('error_type', 'generic')

        if error_type == 'value':
            raise ValueError("Invalid value provided by user")
        elif error_type == 'key':
            data = {}
            _ = data['nonexistent_key']
        else:
            raise Exception("Something went wrong!")

    except Exception as e:
        # PostHog: Capture exception
        posthog.capture_exception(e)

        # PostHog: Track error trigger event
        with new_context():
            identify_context(str(request.user.id))
            capture('error_triggered', properties={
                'error_type': error_type,
                'error_message': str(e),
            })

        return JsonResponse({
            'success': False,
            'error': str(e),
            'message': 'Error has been captured by PostHog',
        }, status=400)

    return JsonResponse({'success': True})


@login_required
def group_analytics_view(request):
    """Example demonstrating group analytics"""
    user_id = str(request.user.id)

    # PostHog: Identify group
    posthog.group_identify(
        group_type='company',
        group_key='acme-corp',
        properties={
            'name': 'Acme Corporation',
            'plan': 'enterprise',
            'employee_count': 150,
        }
    )

    # PostHog: Capture event with group
    with new_context():
        identify_context(user_id)
        capture(
            'feature_used',
            properties={
                'feature_name': 'group_analytics',
            },
            groups={
                'company': 'acme-corp',
            }
        )

    return JsonResponse({
        'success': True,
        'message': 'Group analytics event captured',
    })

manage.py

#!/usr/bin/env python
"""Django's command-line utility for administrative tasks."""
import os
import sys


def main():
    """Run administrative tasks."""
    os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'posthog_example.settings')
    try:
        from django.core.management import execute_from_command_line
    except ImportError as exc:
        raise ImportError(
            "Couldn't import Django. Are you sure it's installed and "
            "available on your PYTHONPATH environment variable? Did you "
            "forget to activate a virtual environment?"
        ) from exc
    execute_from_command_line(sys.argv)


if __name__ == '__main__':
    main()

posthog_example/init.py

# PostHog Django example project

posthog_example/asgi.py

"""
ASGI config for PostHog example project
"""

import os

from django.core.asgi import get_asgi_application

os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'posthog_example.settings')

application = get_asgi_application()

posthog_example/settings.py

"""Django settings for PostHog example project"""

import os
from pathlib import Path

try:
    from dotenv import load_dotenv
    load_dotenv()
except ImportError:
    pass

BASE_DIR = Path(__file__).resolve().parent.parent

SECRET_KEY = os.environ.get('DJANGO_SECRET_KEY', 'django-insecure-example-key-change-in-production')

DEBUG = os.environ.get('DEBUG', 'True').lower() == 'true'

ALLOWED_HOSTS = ['localhost', '127.0.0.1']


# PostHog configuration
POSTHOG_PROJECT_TOKEN = os.environ.get('POSTHOG_PROJECT_TOKEN', '<ph_project_token>')
POSTHOG_HOST = os.environ.get('POSTHOG_HOST', 'https://us.i.posthog.com')
POSTHOG_DISABLED = os.environ.get('POSTHOG_DISABLED', 'False').lower() == 'true'


INSTALLED_APPS = [
    'django.contrib.admin',
    'django.contrib.auth',
    'django.contrib.contenttypes',
    'django.contrib.sessions',
    'django.contrib.messages',
    'django.contrib.staticfiles',
    'core.apps.CoreConfig',
]

MIDDLEWARE = [
    'django.middleware.security.SecurityMiddleware',
    'django.contrib.sessions.middleware.SessionMiddleware',
    'django.middleware.common.CommonMiddleware',
    'django.middleware.csrf.CsrfViewMiddleware',
    'django.contrib.auth.middleware.AuthenticationMiddleware',
    'django.contrib.messages.middleware.MessageMiddleware',
    'django.middleware.clickjacking.XFrameOptionsMiddleware',
    'posthog.integrations.django.PosthogContextMiddleware',
]

ROOT_URLCONF = 'posthog_example.urls'

TEMPLATES = [
    {
        'BACKEND': 'django.template.backends.django.DjangoTemplates',
        'DIRS': [],
        'APP_DIRS': True,
        'OPTIONS': {
            'context_processors': [
                'django.template.context_processors.debug',
                'django.template.context_processors.request',
                'django.contrib.auth.context_processors.auth',
                'django.contrib.messages.context_processors.messages',
            ],
        },
    },
]

WSGI_APPLICATION = 'posthog_example.wsgi.application'

DATABASES = {
    'default': {
        'ENGINE': 'django.db.backends.sqlite3',
        'NAME': BASE_DIR / 'db.sqlite3',
    }
}

AUTH_PASSWORD_VALIDATORS = [
    {'NAME': 'django.contrib.auth.password_validation.UserAttributeSimilarityValidator'},
    {'NAME': 'django.contrib.auth.password_validation.MinimumLengthValidator'},
    {'NAME': 'django.contrib.auth.password_validation.CommonPasswordValidator'},
    {'NAME': 'django.contrib.auth.password_validation.NumericPasswordValidator'},
]

LANGUAGE_CODE = 'en-us'
TIME_ZONE = 'UTC'
USE_I18N = True
USE_TZ = True

STATIC_URL = 'static/'

DEFAULT_AUTO_FIELD = 'django.db.models.BigAutoField'

posthog_example/urls.py

"""
URL configuration for PostHog example project
"""

from django.contrib import admin
from django.urls import path, include

urlpatterns = [
    path('admin/', admin.site.urls),
    # Include the core app URLs for PostHog examples
    path('', include('core.urls')),
]

posthog_example/wsgi.py

"""
WSGI config for PostHog example project
"""

import os

from django.core.wsgi import get_wsgi_application

os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'posthog_example.settings')

application = get_wsgi_application()

requirements.txt

Django>=4.2,<5.0
posthog  # Always use latest version
python-dotenv>=1.0.0

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