domains / families / devops / monte-carlo-prevent

monte-carlo-prevent

authentic

Surfaces Monte Carlo data observability context (table health, alerts, lineage, blast radius) before SQL/dbt edits.

When to use

• dbt model or SQL pipeline modifications
• table health and lineage context
• active alerts and data quality triage
• change impact assessment before SQL edits
• generating monitors-as-code
• macro and snapshot edit gating

When not to use

• Use this skill only when the task clearly matches the scope described above.
• Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
• Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

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