Workload Analysis Skill

Generate interactive React visualizations showing how customer spend flows from products → workloads → teams, with SDK breakdowns, opportunity identification, and risk assessment.

Workflow

Step 1: Collect Account Data

1. Find account in Vitally:

   vitally:find_account_by_name → get externalId (organization_id)
   vitally:get_account_full with filterUnnecessaryFields=false
   

2. Query billing data from PostHog:

   SELECT date, report 
   FROM postgres.prod.billing_usagereport
   WHERE organization_id = '[externalId]'