What problem does it solve?
Assembling a useful PostHog dashboard requires deciding whether to create or update, finding reusable insights, creating missing ones, and laying out tiles correctly — this Skill guides that entire workflow over MCP instead of manual clicking.
Core Features & Use Cases
- Create vs Update Decisions: Searches existing dashboards with fuzzy matching and reads current tiles before making changes, asking clarifying questions when intent is ambiguous.
- Template-Guided Design: Consults PostHog's vetted dashboard templates as reference for which insights pair well on topics like retention, revenue, or activation.
- Insight Reuse and Assembly: Reuses existing insights where possible, creates missing ones, and manages tile layout while preserving existing placement unless reordering is requested.
- Use Case: A user asks to "put my key product metrics on one page" — the Skill searches for existing dashboards and insights, builds a focused dashboard with the right tiles, and verifies the tiles return data.
Quick Start
Ask the assistant to create a PostHog dashboard for product analytics combining your retention, activation, and revenue insights.