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 range of web, mobile, and backend frameworks. It handles the detection of the project environment, installation of the appropriate SDK, initialization, user identification, and secure configuration of environment variables. The skill emphasizes following framework-specific patterns and maintaining an analytics contract, ensuring that PostHog is implemented consistently without disrupting existing application logic.
What it does
- Detects the project's framework, language, and package manager.
- Installs the correct PostHog SDK for the identified platform.
- Configures PostHog initialization and provider setup based on framework-specific references.
- Implements user identification logic for login and signup events.
- Manages environment variables for project tokens and host URLs securely.
- Verifies the integration and performs minimal 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 adding analytics to a new application across supported frameworks.
- When migrating or updating PostHog configurations in an existing codebase.
Advantages
- Ensures consistent implementation across diverse technology stacks.
- Prevents hardcoding of sensitive project tokens and host URLs.
- Follows established framework-specific best practices and patterns.
- Minimizes the risk of breaking application boot or build processes.
- Automates the repetitive aspects of SDK setup and environment configuration.
Usage examples
- “Set up PostHog in my Next.js project.”
- The agent will detect the Next.js environment, install the PostHog SDK, configure the necessary provider, and set up environment variables in .env.local.
- “Integrate PostHog into this Android app.”
- The agent will identify the Android/Kotlin structure, initialize PostHog in the Application class, and guide the setup of local.properties for configuration.
Install
Download the skill as a ZIP:
https://mp-staging.autogineer.com/agent-skills/posthog/instrument-integration/downloadUnzip it into the cross-client skills folder of your project:
mkdir -p .agents/skills && unzip 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 and languages: Next.js, React, React Router, Vue, Nuxt, TanStack Start, SvelteKit, Astro, Angular, Django, Flask, FastAPI, Laravel, PHP, Ruby on Rails, Go, Elixir, Android, iOS, Swift, Flutter, 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, pubspec.yaml, Podfile, Package.swift, requirements.txt, Gemfile, composer.json, go.mod, mix.exs, etc.) to determine the framework and language.
Look for lockfiles (pnpm-lock.yaml, package-lock.json, yarn.lock, bun.lockb, go.sum, pubspec.lock, Podfile.lock, Package.resolved, mix.lock) to determine the package manager.
Check for existing PostHog setup. If PostHog is already installed and initialized, 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.
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-IDandX-POSTHOG-SESSION-IDheaders to the server-side code.
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-gettool to retrieve the project'sapi_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-getMCP response for aregionfield —USmaps tohttps://us.i.posthog.com,EUmaps tohttps://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 (e.g.
.env.localfor Next.js,.envfor others) using the framework's naming convention.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, but ONLY on the files you have edited or created during this session. Never run formatting or linting across the entire project's codebase.
Reference files
references/EXAMPLE-next-app-router.md- next-app-router example project codereferences/EXAMPLE-next-pages-router.md- next-pages-router example project codereferences/EXAMPLE-react-react-router-6.md- react-react-router-6 example project codereferences/EXAMPLE-react-react-router-7-framework.md- react-react-router-7-framework example project codereferences/EXAMPLE-react-react-router-7-data.md- react-react-router-7-data example project codereferences/EXAMPLE-react-react-router-7-declarative.md- react-react-router-7-declarative example project codereferences/EXAMPLE-react-vite.md- react-vite example project codereferences/EXAMPLE-nuxt-3-6.md- nuxt-3-6 example project codereferences/EXAMPLE-nuxt-4.md- nuxt-4 example project codereferences/EXAMPLE-vue-3.md- vue-3 example project codereferences/EXAMPLE-react-tanstack-router-file-based.md- react-tanstack-router-file-based example project codereferences/EXAMPLE-react-tanstack-router-code-based.md- react-tanstack-router-code-based example project codereferences/EXAMPLE-tanstack-start.md- tanstack-start example project codereferences/EXAMPLE-sveltekit.md- sveltekit example project codereferences/EXAMPLE-astro-static.md- astro-static example project codereferences/EXAMPLE-astro-view-transitions.md- astro-view-transitions example project codereferences/EXAMPLE-astro-ssr.md- astro-ssr example project codereferences/EXAMPLE-astro-hybrid.md- astro-hybrid example project codereferences/EXAMPLE-angular.md- angular example project codereferences/EXAMPLE-javascript-node.md- javascript-node example project codereferences/EXAMPLE-javascript-web.md- javascript-web example project codereferences/EXAMPLE-django.md- django example project codereferences/EXAMPLE-flask.md- flask example project codereferences/EXAMPLE-fastapi.md- fastapi example project codereferences/EXAMPLE-python.md- python example project codereferences/EXAMPLE-laravel.md- laravel example project codereferences/EXAMPLE-php.md- php example project codereferences/EXAMPLE-ruby-on-rails.md- ruby-on-rails example project codereferences/EXAMPLE-ruby.md- ruby example project codereferences/EXAMPLE-android.md- android example project codereferences/EXAMPLE-swift.md- swift example project codereferences/EXAMPLE-react-native.md- react-native example project codereferences/EXAMPLE-expo.md- expo example project codereferences/next-js.md- Next.jsreferences/react.md- Reactreferences/react-router-v6.md- React router v6references/react-router-v7-framework-mode.md- React router v7 framework mode (remix v3)references/react-router-v7-data-mode.md- React router v7 data modereferences/react-router-v7-declarative-mode.md- React router v7 declarative modereferences/nuxt-js-3-6.md- Nuxt.js (v3.0 to v3.6)references/nuxt-js.md- Nuxt.jsreferences/vue-js.md- Vue.jsreferences/tanstack-start.md- Tanstack startreferences/svelte.md- Sveltereferences/astro.md- Astroreferences/angular.md- Angularreferences/js.md- JavaScript webreferences/posthog-js.md- PostHog JavaScript web SDKreferences/node.md- Node.jsreferences/posthog-node.md- PostHog Node.js SDKreferences/django.md- Djangoreferences/flask.md- Flaskreferences/python.md- Pythonreferences/posthog-python.md- PostHog python SDKreferences/dotnet.md- .netreferences/elixir.md- Elixirreferences/go.md- Goreferences/laravel.md- Laravelreferences/php.md- Phpreferences/ruby-on-rails.md- Ruby on railsreferences/ruby.md- Rubyreferences/android.md- Androidreferences/ios.md- Iosreferences/usage.md- Ios SDK usagereferences/configuration.md- Ios SDK configurationreferences/flutter.md- Flutterreferences/react-native.md- React nativereferences/identify-users.md- Identify usersreferences/COMMANDMENTS.md- Framework-specific rules the integration must follow
Each framework reference contains SDK-specific installation, initialization, and usage patterns. Find the one matching the user's stack.
Key principles
Environment variables: Always use environment variables for PostHog keys. Never hardcode them.
Minimal changes: Add PostHog code alongside existing integrations. Don't replace or restructure existing code.
Match the 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
- ATTRIBUTION.mdAdded by AutoGineer952 B
- LICENSELicence file added by AutoGineer1.0 KiB
- SKILL.md8.8 KiB
- references/COMMANDMENTS.md1.5 KiB
- references/EXAMPLE-android.md49.8 KiB
- references/EXAMPLE-angular.md23.1 KiB
- references/EXAMPLE-astro-hybrid.md27.5 KiB
- references/EXAMPLE-astro-ssr.md27.6 KiB
- references/EXAMPLE-astro-static.md19.6 KiB
- references/EXAMPLE-astro-view-transitions.md23.3 KiB
- references/EXAMPLE-django.md30.7 KiB
- references/EXAMPLE-expo.md35.1 KiB
- references/EXAMPLE-fastapi.md40.9 KiB
- references/EXAMPLE-flask.md32.4 KiB
- references/EXAMPLE-javascript-node.md9.0 KiB
- references/EXAMPLE-javascript-web.md11.8 KiB
- references/EXAMPLE-laravel.md59.3 KiB
- references/EXAMPLE-next-app-router.md17.6 KiB
- references/EXAMPLE-next-pages-router.md19.1 KiB
- references/EXAMPLE-nuxt-3-6.md22.3 KiB
- references/EXAMPLE-nuxt-4.md28.9 KiB
- references/EXAMPLE-php.md13.0 KiB
- references/EXAMPLE-python.md11.6 KiB
- references/EXAMPLE-react-native.md46.0 KiB
- references/EXAMPLE-react-react-router-6.md13.5 KiB
- references/EXAMPLE-react-react-router-7-data.md20.1 KiB
- references/EXAMPLE-react-react-router-7-declarative.md15.0 KiB
- references/EXAMPLE-react-react-router-7-framework.md32.5 KiB
- references/EXAMPLE-react-tanstack-router-code-based.md19.6 KiB
- references/EXAMPLE-react-tanstack-router-file-based.md18.3 KiB
- references/EXAMPLE-react-vite.md12.4 KiB
- references/EXAMPLE-ruby-on-rails.md38.0 KiB
- references/EXAMPLE-ruby.md10.0 KiB
- references/EXAMPLE-sveltekit.md18.6 KiB
- references/EXAMPLE-swift.md18.8 KiB
- references/EXAMPLE-tanstack-start.md29.9 KiB
- references/EXAMPLE-vue-3.md17.9 KiB
- references/android.md33.3 KiB
- references/angular.md16.5 KiB
- references/astro.md15.8 KiB
- references/configuration.md17.2 KiB
- references/django.md14.9 KiB
- references/dotnet.md25.8 KiB
- references/elixir.md17.6 KiB
- references/flask.md8.1 KiB
- references/flutter.md42.8 KiB
- references/go.md20.1 KiB
- references/identify-users.md12.2 KiB
- references/ios.md8.0 KiB
- references/js.md16.1 KiB
- references/laravel.md13.1 KiB
- references/next-js.md18.3 KiB
- references/node.md45.6 KiB
- references/nuxt-js-3-6.md11.4 KiB
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- references/php.md23.7 KiB
- references/posthog-js.md51.6 KiB
- references/posthog-node.md33.9 KiB
- references/posthog-python.md69.3 KiB
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- references/react-native.md59.9 KiB
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references/EXAMPLE-python.md
PostHog python Example Project
Repository: https://github.com/PostHog/context-mill Path: example-apps/python
README.md
PostHog Python Example - CLI Todo App
A simple command-line todo application built with plain Python (no frameworks) demonstrating PostHog integration for CLIs, scripts, data pipelines, and non-web Python applications.
Purpose
This example serves as:
Verification that the context-mill wizard works for plain Python projects
Reference implementation of PostHog best practices for non-framework Python code
Working example you can run and modify
Features Demonstrated
Instance-based API - Uses
Posthog(...)class instead of module-level APIException autocapture - Automatic tracking of unhandled exceptions
Proper shutdown - Uses
shutdown()to flush events before exitEvent tracking - Captures user actions with
distinct_idand propertiesUser identification - Sets properties on users via
identify(), and updates them later withset()andsetOnce()Error handling - Manual exception capture for handled errors
Quick Start
1. Install Dependencies
# Create virtual environment (recommended)
python -m venv venv
source venv/bin/activate # On Windows: venv\Scripts\activate
# Install dependencies
pip install -r requirements.txt2. Configure PostHog
# Copy environment template
cp .env.example .env
# Edit .env and add your PostHog project token
# POSTHOG_PROJECT_TOKEN=phc_your_project_token_here
# POSTHOG_HOST=https://us.i.posthog.com3. Run the App
# Add a todo
python todo.py add "Buy groceries"
# List all todos
python todo.py list
# Complete a todo
python todo.py complete 1
# Delete a todo
python todo.py delete 1
# Show statistics
python todo.py statsWhat Gets Tracked
The app tracks these events in PostHog:
| Event | Properties | Purpose |
|---|---|---|
todo_added | todo_id, todo_length, total_todos | When user adds a new todo |
todos_viewed | total_todos, completed_todos | When user lists todos |
todo_completed | todo_id, time_to_complete_hours | When user completes a todo |
todo_deleted | todo_id, was_completed | When user deletes a todo |
stats_viewed | total_todos, completed_todos, pending_todos | When user views stats |
Code Structure
example-apps/python/
├── todo.py # Main CLI application
├── requirements.txt # Python dependencies
├── .env.example # Environment variable template
├── .gitignore # Git ignore rules
└── README.md # This fileKey Implementation Patterns
1. Instance-Based Initialization
from posthog import Posthog
posthog = Posthog(
api_key,
host='https://us.i.posthog.com',
enable_exception_autocapture=True # Automatically capture exceptions
)2. Event Tracking Pattern
# Track events with distinct_id
posthog_client.capture(
distinct_id="user_123",
event="event_name",
properties={"key": "value"}
)3. Proper Shutdown
try:
# Your application code
pass
finally:
# Always call shutdown() to flush events and close connections
posthog.shutdown()4. Identifying Users
# Set person properties on a user profile
posthog_client.set(
distinct_id="user_123",
properties={"email": "[email protected]", "plan": "pro"}
)5. Exception Handling
try:
# Code that might fail
risky_operation()
except Exception as e:
# Manually capture handled errors you want to track
posthog_client.capture_exception(e, distinct_id="user_123")Running Without PostHog
The app works fine without PostHog configured - it simply won't track analytics. You'll see a warning message but the app continues to function normally.
Next Steps
Modify
todo.pyto experiment with PostHog trackingAdd new commands and track their usage
Explore feature flags:
posthog.feature_enabled('flag-name', user_id)Check your PostHog dashboard to see tracked events
Learn More
.env.example
# PostHog Configuration
POSTHOG_PROJECT_TOKEN=phc_your_project_token_here
POSTHOG_HOST=https://us.i.posthog.com
# Optional: Enable debug mode to see PostHog requests
# POSTHOG_DEBUG=true
requirements.txt
posthog>=3.0.0
python-dotenv>=1.0.0
todo.py
#!/usr/bin/env python3
"""Simple CLI Todo App with PostHog Analytics
A minimal plain Python CLI application demonstrating PostHog integration
for non-framework Python projects (CLIs, scripts, data pipelines, etc.).
"""
import argparse
import json
import os
import sys
from datetime import datetime
from pathlib import Path
from dotenv import load_dotenv
from posthog import Posthog
# Load environment variables
load_dotenv()
# Data file location
DATA_FILE = Path.home() / ".todo_app.json"
def initialize_posthog():
"""Initialize PostHog with instance-based API.
Returns PostHog instance or None if project token not configured.
"""
project_token = os.getenv('POSTHOG_PROJECT_TOKEN')
if not project_token:
print("WARNING: PostHog not configured (POSTHOG_PROJECT_TOKEN not set)")
print(" App will work but analytics won't be tracked")
return None
# Create PostHog instance with opinionated defaults
posthog = Posthog(
project_token,
host=os.getenv('POSTHOG_HOST', 'https://us.i.posthog.com'),
debug=os.getenv('POSTHOG_DEBUG', 'False').lower() == 'true',
enable_exception_autocapture=True # Auto-capture unhandled exceptions
)
return posthog
def get_user_id():
"""Get or create a user ID for this installation.
Uses a UUID stored in the data file to represent this user.
In a real app, this would be your actual user ID.
"""
import uuid
if DATA_FILE.exists():
data = json.loads(DATA_FILE.read_text())
if 'user_id' in data:
return data['user_id']
# Create new user ID
return f"user_{uuid.uuid4().hex[:8]}"
def load_todos():
"""Load todos from disk."""
if not DATA_FILE.exists():
return {"user_id": get_user_id(), "todos": []}
return json.loads(DATA_FILE.read_text())
def save_todos(data):
"""Save todos to disk."""
DATA_FILE.write_text(json.dumps(data, indent=2))
def track_event(posthog, event_name, properties=None):
"""Track an event with PostHog.
Uses the real PostHog Python SDK API.
"""
if not posthog:
return
posthog.capture(
distinct_id=get_user_id(),
event=event_name,
properties=properties or {}
)
def cmd_add(args, posthog):
"""Add a new todo item."""
data = load_todos()
todo = {
"id": len(data["todos"]) + 1,
"text": args.text,
"completed": False,
"created_at": datetime.now().isoformat()
}
data["todos"].append(todo)
save_todos(data)
print(f"Added todo #{todo['id']}: {todo['text']}")
# Track the event
track_event(posthog, "todo_added", {
"todo_id": todo["id"],
"todo_length": len(todo["text"]),
"total_todos": len(data["todos"])
})
def cmd_list(args, posthog):
"""List all todos."""
data = load_todos()
if not data["todos"]:
print("No todos yet! Add one with: todo add 'Your task'")
return
print(f"\nYour Todos ({len(data['todos'])} total):\n")
for todo in data["todos"]:
status = "X" if todo["completed"] else " "
print(f" [{status}] #{todo['id']}: {todo['text']}")
print()
# Track the event
track_event(posthog, "todos_viewed", {
"total_todos": len(data["todos"]),
"completed_todos": sum(1 for t in data["todos"] if t["completed"])
})
def cmd_complete(args, posthog):
"""Mark a todo as completed."""
data = load_todos()
todo = next((t for t in data["todos"] if t["id"] == args.id), None)
if not todo:
print(f"ERROR: Todo #{args.id} not found")
return
if todo["completed"]:
print(f"Todo #{args.id} is already completed")
return
todo["completed"] = True
todo["completed_at"] = datetime.now().isoformat()
save_todos(data)
print(f"Completed todo #{todo['id']}: {todo['text']}")
# Track the event
track_event(posthog, "todo_completed", {
"todo_id": todo["id"],
"time_to_complete_hours": (
datetime.fromisoformat(todo["completed_at"]) -
datetime.fromisoformat(todo["created_at"])
).total_seconds() / 3600
})
def cmd_delete(args, posthog):
"""Delete a todo."""
data = load_todos()
todo = next((t for t in data["todos"] if t["id"] == args.id), None)
if not todo:
print(f"ERROR: Todo #{args.id} not found")
return
data["todos"].remove(todo)
save_todos(data)
print(f"Deleted todo #{args.id}")
# Track the event
track_event(posthog, "todo_deleted", {
"todo_id": todo["id"],
"was_completed": todo["completed"]
})
def cmd_stats(args, posthog):
"""Show usage statistics."""
data = load_todos()
total = len(data["todos"])
completed = sum(1 for t in data["todos"] if t["completed"])
pending = total - completed
print(f"\nStats:\n")
print(f" Total todos: {total}")
print(f" Completed: {completed}")
print(f" Pending: {pending}")
print(f" Completion rate: {(completed/total*100) if total > 0 else 0:.1f}%")
print()
# Track the event
track_event(posthog, "stats_viewed", {
"total_todos": total,
"completed_todos": completed,
"pending_todos": pending
})
def main():
"""Main CLI entry point."""
parser = argparse.ArgumentParser(
description="Simple todo app with PostHog analytics"
)
subparsers = parser.add_subparsers(dest="command", help="Available commands")
# Add command
add_parser = subparsers.add_parser("add", help="Add a new todo")
add_parser.add_argument("text", help="Todo text")
# List command
subparsers.add_parser("list", help="List all todos")
# Complete command
complete_parser = subparsers.add_parser("complete", help="Mark todo as completed")
complete_parser.add_argument("id", type=int, help="Todo ID")
# Delete command
delete_parser = subparsers.add_parser("delete", help="Delete a todo")
delete_parser.add_argument("id", type=int, help="Todo ID")
# Stats command
subparsers.add_parser("stats", help="Show statistics")
args = parser.parse_args()
if not args.command:
parser.print_help()
return
# Initialize PostHog
posthog = initialize_posthog()
try:
# Route to appropriate command
if args.command == "add":
cmd_add(args, posthog)
elif args.command == "list":
cmd_list(args, posthog)
elif args.command == "complete":
cmd_complete(args, posthog)
elif args.command == "delete":
cmd_delete(args, posthog)
elif args.command == "stats":
cmd_stats(args, posthog)
except Exception as e:
print(f"ERROR: {e}")
# Manually capture handled errors
if posthog:
posthog.capture_exception(e, get_user_id())
sys.exit(1)
finally:
# IMPORTANT: Always shutdown PostHog to flush events
if posthog:
posthog.shutdown()
if __name__ == "__main__":
main()
Requirements and compatibility
Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta
“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.
Needs: Needs an MCP server, Needs Python, Needs Node.js
Security
What our scanner noticed· Low risk
- Instructions that use the network
A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.
Attribution and licence
- Created by
- PostHog
- Publisher
- PostHog (Official)
- Source
- PostHog/skills · skills/omnibus/instrument-integration · commit a5d30e7
- Licence
- MIT License (redistribution allowed)
- LICENSE (added by AutoGineer from LICENSE)
- ATTRIBUTION.md (written by AutoGineer)
- Synced
AutoGineer is not affiliated with or endorsed by PostHog.
Download ZIP
The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download instrument-integration.zip