data-review

Run the data-review skill to execute pre-packaged SQL-read scripts against your Supabase project, generating a read-only audit report covering data freshness, pipeline health, and quality gaps without modifying production data.

A comprehensive data health audit evaluates staleness, pipeline health, data quality, and specialist coverage across all 11 specialists, while also assessing economic-fit signals like tariffs and Fed policy to keep models aligned with reality.

Yes, you need read-only access to the Supabase project and the SQL-read scripts packaged with the skill to scan the full data pipeline and all 11 specialists for coverage shortfalls and staleness.

Yes, the data-review skill performs read-only audits to surface stale data, quality gaps, and coverage shortfalls, producing a structured report with prioritized risks and remediation recommendations while leaving source systems unchanged.

The data-review skill includes an economic-fit and risk review that assesses how macro signals like biofuel mandates, tariffs, and Fed policy are represented in your dataset to ensure your models remain aligned with reality.

Use the data-review skill to apply the audit to the full data pipeline and all 11 specialists, which generates a prioritized, read-only report covering freshness, data quality, and coverage with actionable recommendations.