cyberneticlibrary

Optimize BigQuery compute slot costs

optimize-model-computeskillsetup L3381
majiayu000/claude-skill-registry
What it does

Assign BigQuery Dataform actions to slot reservations by priority

Best for

Balancing predictable SLA-critical workloads (reserved) with cost-flexible ad-hoc queries (on-demand).

Inputs
  • · _reservations.js config with action/reservation mappings
  • · priority tier (reserved vs on-demand)
Outputs
  • · updated _reservations.js with autoAssignActions call
  • · cost vs priority tradeoff analysis
Requires
  • · BigQuery slot reservations
  • · Dataform
  • · @masthead-data/dataform-package
Preconditions
  • · _reservations.js exists in definitions/
  • · BigQuery reservation paths known
  • · dataform compile works
Failure modes
  • · Duplicate action assignments
  • · Invalid reservation path
  • · Dataform compile failure
Trust signals
  • · Decision matrix (priority/frequency/cost/impact)
  • · File execution order (_prefix)
  • · No per-file edits needed