Product Analytics

Core Principles

• Metrics over vanity — Focus on actionable metrics tied to business outcomes
• Data-driven decisions — Hypothesize, measure, learn, iterate
• User-centric measurement — Track behavior, not just pageviews
• Statistical rigor — Understand significance, avoid false positives
• Privacy-first — Respect user data, comply with GDPR/CCPA
• North Star focus — Align all teams around one key metric

Hard Rules (Must Follow)

These rules are mandatory. Violating them means the skill is not working correctly.

No PII in Events

Events must NEVER contain personally identifiable information.