PostHog Analytics & Feature Flags Setup

SkillDatabases & data

Once this skill is added, your AI can set up PostHog analytics and feature flags in your app. It is a data skill focused on getting analytics and feature flag setup done for you. You end up with usage analytics in place and flags you can use to switch features on or off.

Available today. Use it from your connected AI after setup.

After adding it, tell your AI which project or app you want PostHog set up in. It will handle the analytics and feature flag setup from there.

Then ask your AI: use the PostHog Analytics & Feature Flags Setup skill

What your AI can do with it

  • Set up PostHog analytics for your app
  • Add feature flags to your project
  • Turn features on or off using flags
  • Get analytics in place so you can see how your product is used

What this skill tells your AI

The instructions your AI receives, as published by agents-inc/skills in src/skills/api-analytics-setup-posthog/SKILL.md and read by ahel’s review.

Quick Guide: One-time setup for PostHog analytics and feature flags. Covers posthog-js client provider, posthog-node server client, and environment variables. PostHog handles both analytics AND feature flags with a generous free tier (1M events + 1M flag requests/month).


<critical_requirements>

CRITICAL: Before Using This Skill

All code must follow project conventions in CLAUDE.md (kebab-case, named exports, import ordering, import type, named constants)

(You MUST initialize posthog-js only in a client/browser context - it requires browser APIs like window and localStorage)

(You MUST call posthog.shutdown(), posthog.flush(), or use captureImmediate() after server-side event capture to prevent lost events)

(You MUST use defaults: '2026-01-30' for automatic SPA page tracking and latest recommended behaviors)

</critical_requirements>


Auto-detection: PostHog setup, posthog-js, posthog-node, PostHogProvider, analytics setup, feature flags setup, event tracking setup, posthog.init

When to use:

  • Initial PostHog setup in a project
  • Configuring PostHogProvider for client-side analytics
  • Setting up posthog-node for server-side/API route event capture
  • Configuring environment variables for PostHog

When NOT to use:

  • Event tracking patterns after setup (use analytics event tracking skill)
  • Feature flag usage patterns (use feature flags skill)
  • Complex multi-environment setups with separate staging/production projects

Key patterns covered:

  • Client-side setup with PostHogProvider or framework initialization hook
  • Server-side setup with posthog-node
  • Environment variables (client vs server prefix)
  • User identification and reset flows
  • Serverless flush patterns (captureImmediate vs flush)

Detailed Resources:


Philosophy

PostHog is a product analytics + feature flags platform that consolidates multiple tools into one. It's open-source, can be self-hosted, and has a generous free tier. For solo developers and small teams, PostHog eliminates the need for separate analytics and feature flag services.

Core principles:

  1. One platform for analytics + feature flags - Reduces tool sprawl and cost
  2. Usage-based pricing - Pay for what you use, not per-project
  3. Autocapture by default - Automatic event tracking reduces manual instrumentation
  4. Server and client SDKs - Full coverage for SSR and client-side apps

When to use PostHog:

  • Need both analytics and feature flags in one platform
  • Want generous free tier (1M events + 1M flag requests/month)
  • Prefer open-source with self-host option
  • Building product analytics (funnels, retention, sessions)

When NOT to use PostHog:

  • Need advanced A/B testing with statistical rigor
  • Require real-time event streaming
  • Already have established analytics + flag tools

Core Patterns

Pattern 1: PostHog Project Structure

Use a single PostHog organization for your apps. One org pools billing. Use separate projects per app, or one project with custom properties to filter.

PostHog Organization: "Your Company"
├── Project: "Main App" (or separate per app)
│   ├── API Key: phc_xxx
│   └── Host: https://us.i.posthog.com (or eu.i.posthog.com)

Why good: Single org pools billing across all projects, usage-based pricing, 6 projects included on paid tier


Pattern 2: Client-Side Setup

Install posthog-js and configure a provider or use your framework's client-side initialization hook.

Key config options: defaults: "2026-01-30" enables recommended behaviors, person_profiles: "identified_only" reduces costs.

See examples/core.md for full implementation of both approaches.

Why good: defaults date enables automatic SPA page/leave tracking, person_profiles: "identified_only" reduces event costs, debug mode in development aids troubleshooting


Pattern 3: Server-Side Setup with posthog-node

Install posthog-node and create a singleton for server-side event capture.

Serverless flush options:

  • captureImmediate() - simplest, awaits HTTP request directly (one request per event)
  • capture() + await flush() - batched, requires explicit flush before response returns

See examples/server.md for singleton setup, API route usage, and the flush anti-pattern.

Why good: Singleton prevents multiple client instances, flushInterval/flushAt configure batching, captureImmediate simplifies serverless usage


<red_flags>

RED FLAGS

  • Initializing posthog-js on the server (requires browser APIs - will crash)
  • No flush() or captureImmediate() after server-side capture in serverless environments (events silently lost)
  • Client-side env vars not exposed to the browser bundle (check your framework's prefix convention)
  • Hardcoding API keys in source code instead of environment variables
  • Missing posthog.reset() on sign out (user identity bleeds to next session)
  • Not using defaults date option (manual pageview tracking required, misses recommended behaviors)
  • Not calling posthog.identify() after authentication (anonymous and authenticated sessions remain unlinked)
  • No person_profiles: 'identified_only' option (unnecessary anonymous profiles created, higher costs)
  • Not wrapping app with PostHogProvider when using hooks (hooks return null)
  • Forgetting to add environment variables to deployment platform (events fail silently)
  • Using different PostHog projects for dev/prod without realizing (separate data)

Gotchas & Edge Cases:

  • posthog-js must be initialized after window is available (hence useEffect or a client-side initialization hook)
  • Server-side SDK does NOT auto-flush like the client - you must explicitly call flush(), shutdown(), or use captureImmediate()
  • captureImmediate() is simpler for serverless but sends one HTTP request per event (no batching)
  • Free tier resets monthly (1M events then stops capturing until next month)
  • person_profiles: 'identified_only' reduces costs but means no anonymous user profiles are created
  • When using auto-initialization hooks, config values remain fixed for the session - bootstrapping only works if flags are evaluated on the server before render

</red_flags>


<critical_reminders>

CRITICAL REMINDERS

All code must follow project conventions in CLAUDE.md (kebab-case, named exports, import ordering, import type, named constants)

(You MUST initialize posthog-js only in a client/browser context - it requires browser APIs like window and localStorage)

(You MUST call posthog.shutdown(), posthog.flush(), or use captureImmediate() after server-side event capture to prevent lost events)

(You MUST use defaults: '2026-01-30' for automatic SPA page tracking and latest recommended behaviors)

Failure to follow these rules will cause lost analytics events, broken tracking, or security vulnerabilities.

</critical_reminders>


Sources

Signals

GitHub stars
24
Forks
8
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
api-analytics-setup-posthog
Source
github.com/agents-inc/skills