PO

posthog-local-dev-loop

Sets up a local development loop for PostHog, including mocking, debug modes, and test infrastructure.

Install

mkdir -p .claude/skills/posthog-local-dev-loop && curl -L -o skill.zip "https://agentskills.codes/api/skills/download/6334" && unzip -o skill.zip -d .claude/skills/posthog-local-dev-loop && rm skill.zip

Installs to .claude/skills/posthog-local-dev-loop

Activation

This is the description your AI agent reads to decide when to run this skill — the better it matches your request, the more reliably it fires.

Configure PostHog local development with mocking, debug mode, and testing.
74 charsno explicit “when” trigger
Intermediate

Key capabilities

  • Configure PostHog debug mode for event inspection
  • Mock PostHog client for unit testing
  • Isolate development data from production
  • Enable instant flushing for local development
  • Implement integration tests with real dev projects

How it works

The skill establishes a development loop using environment-specific flushing configurations, debug logging, and mocked SDK clients for testing.

Inputs & outputs

You give it
Test event data
You get back
Verified event capture in dev dashboard

When to use posthog-local-dev-loop

  • Create a mock PostHog client for unit tests
  • Isolate dev data from production
  • Configure hot-reloading for analytics code
  • Enable verbose debug logs for local troubleshooting

About this skill

PostHog Local Dev Loop

Overview

Set up a fast local development workflow for PostHog integrations. Covers debug mode for event inspection, mocking posthog-node for unit tests, and a dev/test PostHog project to avoid polluting production data.

Prerequisites

  • Completed posthog-install-auth setup
  • Node.js 20+ with npm/pnpm
  • Vitest or Jest for testing
  • Separate PostHog project for development (recommended)

Instructions

Step 1: Project Structure

my-posthog-app/
├── src/
│   ├── analytics/
│   │   ├── posthog.ts         # Singleton client
│   │   ├── events.ts          # Event taxonomy (typed constants)
│   │   └── flags.ts           # Feature flag keys
│   └── index.ts
├── tests/
│   ├── analytics.test.ts      # Unit tests with mocked PostHog
│   └── integration.test.ts    # Integration tests (real PostHog dev project)
├── .env.local                 # Dev keys (git-ignored)
├── .env.example               # Template: NEXT_PUBLIC_POSTHOG_KEY=phc_...
└── package.json

Step 2: PostHog Client with Dev Mode

// src/analytics/posthog.ts
import { PostHog } from 'posthog-node';

let client: PostHog | null = null;

export function getPostHog(): PostHog {
  if (!client) {
    client = new PostHog(process.env.NEXT_PUBLIC_POSTHOG_KEY!, {
      host: process.env.POSTHOG_HOST || 'https://us.i.posthog.com',
      flushAt: process.env.NODE_ENV === 'development' ? 1 : 20,
      flushInterval: process.env.NODE_ENV === 'development' ? 0 : 10000,
      // In dev, flush immediately so events appear instantly in dashboard
    });
  }
  return client;
}

export async function shutdown() {
  if (client) {
    await client.shutdown();
    client = null;
  }
}

Step 3: Browser Debug Mode

// Enable PostHog debug mode in development
import posthog from 'posthog-js';

posthog.init(process.env.NEXT_PUBLIC_POSTHOG_KEY!, {
  api_host: 'https://us.i.posthog.com',
  loaded: (ph) => {
    if (process.env.NODE_ENV === 'development') {
      ph.debug();
      // All events logged to browser console:
      // [PostHog.js] Sending event: {"event":"$pageview","properties":{...}}
    }
  },
});

// Disable capture entirely in test environments
if (process.env.NODE_ENV === 'test') {
  posthog.opt_out_capturing();
}

Step 4: Mock PostHog for Unit Tests

// tests/analytics.test.ts
import { describe, it, expect, vi, beforeEach } from 'vitest';

// Mock posthog-node
vi.mock('posthog-node', () => {
  const mockCapture = vi.fn();
  const mockIdentify = vi.fn();
  const mockGetFeatureFlag = vi.fn().mockResolvedValue(true);
  const mockShutdown = vi.fn().mockResolvedValue(undefined);
  const mockFlush = vi.fn().mockResolvedValue(undefined);

  return {
    PostHog: vi.fn().mockImplementation(() => ({
      capture: mockCapture,
      identify: mockIdentify,
      getFeatureFlag: mockGetFeatureFlag,
      getAllFlags: vi.fn().mockResolvedValue({ 'new-feature': true }),
      shutdown: mockShutdown,
      flush: mockFlush,
    })),
  };
});

import { PostHog } from 'posthog-node';

describe('Analytics', () => {
  let ph: InstanceType<typeof PostHog>;

  beforeEach(() => {
    vi.clearAllMocks();
    ph = new PostHog('phc_test_key');
  });

  it('captures events with correct properties', () => {
    ph.capture({
      distinctId: 'user-1',
      event: 'button_clicked',
      properties: { button: 'signup' },
    });

    expect(ph.capture).toHaveBeenCalledWith({
      distinctId: 'user-1',
      event: 'button_clicked',
      properties: { button: 'signup' },
    });
  });

  it('evaluates feature flags', async () => {
    const result = await ph.getFeatureFlag('new-feature', 'user-1');
    expect(result).toBe(true);
  });
});

Step 5: Integration Test with Real Dev Project

// tests/integration.test.ts
import { describe, it, expect, afterAll } from 'vitest';
import { PostHog } from 'posthog-node';

const POSTHOG_KEY = process.env.POSTHOG_TEST_KEY;

describe.skipIf(!POSTHOG_KEY)('PostHog Integration', () => {
  const ph = new PostHog(POSTHOG_KEY!, {
    host: 'https://us.i.posthog.com',
    flushAt: 1,
    flushInterval: 0,
  });

  afterAll(async () => {
    await ph.shutdown();
  });

  it('should capture and flush an event', async () => {
    ph.capture({
      distinctId: `test-${Date.now()}`,
      event: 'integration_test',
      properties: { test: true },
    });
    // Flush returns successfully if network is reachable
    await expect(ph.flush()).resolves.not.toThrow();
  });

  it('should evaluate feature flags', async () => {
    const flags = await ph.getAllFlags(`test-${Date.now()}`);
    expect(typeof flags).toBe('object');
  });
});

Step 6: Package Scripts

{
  "scripts": {
    "dev": "tsx watch src/index.ts",
    "test": "vitest run",
    "test:watch": "vitest --watch",
    "test:integration": "POSTHOG_TEST_KEY=$NEXT_PUBLIC_POSTHOG_KEY vitest run tests/integration"
  }
}

Error Handling

ErrorCauseSolution
Events not in dev dashboardWrong project keyVerify .env.local has dev project phc_ key
Mock not interceptingWrong import pathEnsure vi.mock path matches actual import
Integration test timeoutPostHog unreachableCheck network, increase vitest timeout
Debug mode too noisyph.debug() in prodGuard with NODE_ENV === 'development'

Output

  • Development PostHog client with instant flush
  • Browser debug mode for event inspection
  • Mocked posthog-node for unit tests
  • Integration test suite for real PostHog connectivity

Resources

Next Steps

See posthog-sdk-patterns for production-ready code patterns.

When not to use it

  • When using production API keys in test environments
  • When failing to guard debug mode in production

Prerequisites

posthog-install-auth setupNode.js 20+Vitest or JestSeparate PostHog project

Limitations

  • Debug mode can be noisy if not environment-guarded
  • Integration tests require network connectivity

How it compares

It provides a structured testing and debugging environment rather than manual verification.

Compared to similar skills

posthog-local-dev-loop side by side with the closest alternatives in the catalog.

SkillInstallsUpdatedSafetyDifficulty
posthog-local-dev-loop (this skill)127dReviewIntermediate
develop-ai-functions-example56moReviewIntermediate
adk-engineer327dReviewAdvanced
posthog-hello-world027dCautionBeginner

Try saying

Example prompts that trigger this skill in your AI assistant.

More by jeremylongshore

View all by jeremylongshore

analyzing-logs

jeremylongshore

Analyze application logs to detect performance issues, identify error patterns, and improve stability by extracting key insights.

14123

ollama-setup

jeremylongshore

Configure auto-configure Ollama when user needs local LLM deployment, free AI alternatives, or wants to eliminate hosted API costs. Trigger phrases: "install ollama", "local AI", "free LLM", "self-hosted AI", "replace OpenAI", "no API costs". Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.

1167

backtesting-trading-strategies

jeremylongshore

Backtest crypto and traditional trading strategies against historical data. Calculates performance metrics (Sharpe, Sortino, max drawdown), generates equity curves, and optimizes strategy parameters. Use when user wants to test a trading strategy, validate signals, or compare approaches. Trigger with phrases like "backtest strategy", "test trading strategy", "historical performance", "simulate trades", "optimize parameters", or "validate signals".

1071

generating-database-seed-data

jeremylongshore

Process this skill enables AI assistant to generate realistic test data and database seed scripts for development and testing environments. it uses faker libraries to create realistic data, maintains relational integrity, and allows configurable data volumes. u... Use when working with databases or data models. Trigger with phrases like 'database', 'query', or 'schema'.

1033

cursor-codebase-indexing

jeremylongshore

Execute set up and optimize Cursor codebase indexing. Triggers on "cursor index setup", "codebase indexing", "index codebase", "cursor semantic search". Use when working with cursor codebase indexing functionality. Trigger with phrases like "cursor codebase indexing", "cursor indexing", "cursor".

885

testing-mobile-apps

jeremylongshore

Execute mobile app testing on iOS and Android devices/simulators. Use when performing specialized testing. Trigger with phrases like "test mobile app", "run iOS tests", or "validate Android functionality".

810

You might also like

develop-ai-functions-example

vercel

Develop examples for AI SDK functions. Use when creating, running, or modifying examples under examples/ai-functions/src to validate provider support, demonstrate features, or create test fixtures.

536

adk-engineer

jeremylongshore

Execute software engineer specializing in creating production-ready ADK agents with best practices, code structure, testing, and deployment automation. Use when asked to "build ADK agent", "create agent code", or "engineer ADK application". Trigger with relevant phrases based on skill purpose.

326

posthog-hello-world

jeremylongshore

Create a minimal working PostHog example. Use when starting a new PostHog integration, testing your setup, or learning basic PostHog API patterns. Trigger with phrases like "posthog hello world", "posthog example", "posthog quick start", "simple posthog code".

02

langsmith-evaluator

dhar174

INVOKE THIS SKILL when building evaluation pipelines for LangSmith. Covers three core components: (1) Creating Evaluators - LLM-as-Judge, custom code; (2) Defining Run Functions - how to capture outputs and trajectories from your agent; (3) Running Evaluations - locally with evaluate() or auto-run v

00

mcp-builder

anthropics

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

136215

dependency-upgrade

wshobson

Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing breaking changes in libraries.

26240

Search skills

Search the agent skills registry