Database & Cloud Optimization

Claude Code: /plugin marketplace add wshobson/agents → /plugin install database-cloud-optimization@claude-code-workflows

An over-provisioned instance and an unindexed query produce the same monthly bill, which is why this bundle keeps a database optimizer and a cloud architect in the same place. The cost command builds an analyzer that breaks spend down by service and by resource, tracks trends, flags anomalies and separates plain waste from genuine load, and that last distinction is what decides whether the fix is a smaller instance or a rewritten query. The sample code is written against AWS Cost Explorer, but the command states explicitly that the patterns must be adapted to the target cloud's own cost and automation services, so Azure, GCP and OCI work is not left implied. A backend architect rounds out the set for changes that reach into application design.