masthead-data/masthead-agent-tools
Masthead Agent Tools for BigQuery Data Observability and FinOps
Review monitoring tiers for BigQuery tables and BI assets against Masthead asset scores — propose PRIORITY or CRITICAL for assets that matter and REGULAR for prioritized assets that no longer do — explain each suggestion from the score metrics, and apply changes through the Masthead MCP server only on per-asset confirmation.
Optimize BigQuery Enterprise and Enterprise Plus compute costs by buying or growing slot capacity commitments, shrinking them at renewal, and setting reservation baselines, based on Masthead commitment recommendations.
Optimize BigQuery compute costs by identifying and pausing/disabling unused, dead-end, or inefficient pipelines that consume compute resources.
Optimize BigQuery compute costs by reassigning data models (Dataform, dbt, Airflow) or principals (service accounts, users) to slot reservations or on-demand compute based on Masthead recommendations without impacting performance.
Set up a data quality scan end to end — define a metric with the user (or propose ones for their critical tables), materialize it as a BigQuery table in a masthead_dq dataset with a scheduled query that keeps it current, give Masthead read access to that dataset only, then validate and create the scan through the Masthead MCP server. Also lists, pauses, updates, and deletes existing scans. Every BigQuery change and every scan change runs only on explicit confirmation.
Triage, analyze downstream impact, and mitigate data quality and pipeline incidents using the Masthead MCP server.
Run the full Masthead FinOps audit across tables, datasets, pipelines, data models, and slot commitments. Same workflow as the Claude Code /savings command, invocable as $masthead-savings in Codex.
Optimize BigQuery storage costs at the dataset level by switching storage billing models and setting expiration policies.
Optimize BigQuery storage costs by identifying and removing dead-end and unused tables.
Triage active Masthead incidents with lineage and blast-radius analysis. Same workflow as the Claude Code /triage command, invocable as $masthead-triage in Codex.