Analyze

Answer data questions — from quick metric lookups to full analyses. Investigates trends, compares segments, explains drops and spikes, and prepares formal data reports for stakeholders.

The Analyze skill handles the full spectrum of data work: quick lookups for a single number, trend investigation to find the root cause of a change, segment comparisons, and polished stakeholder reports. It combines SQL, statistics, and narrative to turn data into decisions.

When to use

Use when looking up a single metric, investigating what's driving a trend or drop, comparing segments over time, or preparing a formal data report for stakeholders.

Examples

Investigate a metric drop

Find the root cause of a sudden metric change

Our conversion rate dropped 18% last Tuesday. Help me investigate. I have access to our Postgres DB.

Compare user segments

Analyze behavior differences between user groups

Compare retention between users who completed onboarding vs those who skipped it. What's the 30-day difference?

Prepare a weekly report

Build a structured metrics report for stakeholders

Prepare our weekly metrics report. Key metrics: DAU, revenue, churn, NPS. Format for a leadership Slack post.