What problem does it solve?
It turns ambiguous product analytics ideas into a clear, privacy-aware tracking plan (or it stress-tests an existing plan) so you can reliably measure funnels, retention, experiments, and NSM impact—especially through a Mixpanel-ready lens.
Core Features & Use Cases
- Event taxonomy & instrumentation design: Define what to track (events) and what each event should include (properties), including super properties and PII/cardinality boundaries.
- Funnel, retention, and A/B test specifications: Specify funnel steps and windows, retention cohort and re-entry logic, and A/B instrumentation requirements like exposure tracking and primary metrics.
- Identity and server-side correctness: Plan when to identify users, how to handle anonymous-to-authenticated transitions, when to fire critical events server-side, and how to reset on logout.
- Critique mode for proposed plans: Review an existing analytics plan for identity correctness, taxonomy consistency, exposure vs assignment issues, privacy risks, funnel/retention completeness, and cost/volume implications.
Quick Start
Ask the skill whether you are designing instrumentation from scratch or reviewing a proposed plan, then provide the user flow and success outcome so it can produce a tracking plan or critique.
