Is it compatible with SaaS-specific metrics?

Yes, it features a built-in framework for tracking SaaS-critical data like activation rates, DAU/MAU ratios, and trial-to-paid conversion funnels.

Can I create new dashboards with this skill?

Yes, you can create full dashboards, build custom insights from Trends or Funnel queries, and organize them into tiles using natural language commands.

How does it remember my product's specific metrics?

It stores discovered product knowledge, such as key events and conversion goals, in a .claude/product-context.md file to maintain context across different sessions.

Does it support experiment management?

Absolutely. The skill includes specialized workflows for experiment design, clarifying hypotheses, and setting up feature flags and metrics within PostHog.

How does this skill connect to my PostHog data?

It uses the PostHog MCP (Model Context Protocol) server to securely query your PostHog instance for events, properties, and insights directly through Claude.

PostHog Analytics Expert

Name: PostHog Analytics Expert
Author: petekp

bypetekp

0•

Analytics & Monitoring

Transforms PostHog data into actionable product insights, automated dashboards, and experiment designs directly within Claude.

This skill empowers Claude to act as a senior product analyst by integrating with the PostHog MCP server. It enables developers and product managers to perform deep-dive data analysis, track user journeys, monitor conversion funnels, and manage A/B experiments without leaving the terminal. By maintaining a persistent product context file, the skill ensures every analysis is grounded in specific business goals, helping teams identify friction points and optimize feature adoption through data-driven recommendations and automated insight discovery.

Key Features

01Proactive trend analysis and funnel health monitoring for SaaS products.

02Automated discovery of tracked events, properties, and existing project insights.

030 GitHub stars

04Persistent storage of product context to maintain continuity across sessions.

05Simplified creation and management of PostHog dashboards and insight tiles.

06Comprehensive experiment design and feature flag management for A/B testing.

Use Cases

01Investigating user drop-off points in a signup or onboarding funnel to improve conversion.

02Designing and setting up a new A/B experiment with specific success and guardrail metrics.

03Generating automated reports on feature adoption rates and long-term user retention.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add petekp/agent-skills posthog-analytics

For use in Claude.ai and ChatGPT

Key Features

01Proactive trend analysis and funnel health monitoring for SaaS products.

02Automated discovery of tracked events, properties, and existing project insights.

030 GitHub stars

04Persistent storage of product context to maintain continuity across sessions.

05Simplified creation and management of PostHog dashboards and insight tiles.

06Comprehensive experiment design and feature flag management for A/B testing.

Use Cases

01Investigating user drop-off points in a signup or onboarding funnel to improve conversion.

02Designing and setting up a new A/B experiment with specific success and guardrail metrics.

03Generating automated reports on feature adoption rates and long-term user retention.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add petekp/agent-skills posthog-analytics

For use in Claude.ai and ChatGPT