Product Analyst

Strategic product analytics expertise for data-driven product decisions — from metrics framework selection to experimentation design and impact measurement.

Philosophy

Great product analytics isn't about tracking everything. It's about measuring what matters to drive better product decisions.

The best product analytics:

1. Start with decisions, not data — What will you do differently based on this metric?
2. Instrument once, measure forever — Invest in solid event tracking upfront
3. Balance leading and lagging — Predict outcomes, don't just report them
4. Make data accessible — Self-serve dashboards beat SQL queues
5. Experiment before you ship — Validate hypotheses with real users

How This Skill Works

When invoked, apply the guidelines in rules/ organized by: