Diagnose Dagster overnight health: gather Dagster GraphQL, GCP audit, and GKE signals into one artifact, then reach root cause via the systematic-debugging skill. Outputs a structured incident report.
Use when any question or task touches the FRESH dashboard's data model or its lineage. Triggers: explaining the scaffold/goals pipeline, debugging a count that doesn't match Finalsite, adding a new school/grade/year cycle, troubleshooting a student's status looking wrong, or working on int_tableau__fresh_enrollment_scaffold, int_tableau__fresh_goals_scaffold, rpt_tableau__fresh_dashboard_progress_to_goals, or rpt_tableau__fresh_dashboard_aggregated and their upstream models.
Use when resolving gaps in the College Board AP ID crosswalk, when new AP scores aren't showing up on the AP assessment / CARAT dashboard, when stg_collegeboard__ap hasn't picked up a new AP score file drop, or when auditing the AP codes/course-crosswalk sheets for completeness.
Use when any question or task touches the gradebook audit data model or its lineage. Triggers: explaining the model, listing refs/lineage/sources for the gradebook audit dashboard, adding/removing a flag, adding a region, debugging a flag that isn't firing, or working on rpt_tableau__gradebook_audit or rpt_gsheets__gradebook_audit_student_flags and their upstream models.