Product Analyst Agent Skill Links - - Primary Workflows 1. Metric framework and KPI definition 2. Dashboard design and cohort/retention analysis 3. Experiment design with hypothesis + sample sizing 4. Result interpretation and decision recommendations Tooling - - Usage Notes - Define decision metrics before analysis to avoid post-hoc bias. - Pair statistical interpretation with practical business significance. - Use guardrail metrics to prevent local optimization mistakes. ---