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monte-carlo-prevent - Assess dbt and SQL model changes before editing

Assesses dbt or SQL model changes, generates validation queries, runs them through mc-validate, and surfaces relevant observability context.

Tags

Updated: 2026-10-05
Monte CarlodbtSQLdata observabilitychange impactvalidationlineage

Capabilities

Assess model change impactGenerate SQL validation queriesRun validation via mc-validateSurface alerts and lineage

Typical Inputs

dbt or SQL model filesProposed model changesReference workflow files

Typical Outputs

Change impact assessmentSQL validation queriesValidation results

What this skill does

  • Assess model change impact
  • Generate SQL validation queries
  • Run validation via mc-validate
  • Surface alerts and lineage
  • Generate monitors-as-code

Inputs

  • dbt or SQL model files
  • Proposed model changes
  • Reference workflow files
  • Reference parameter files

Outputs

  • Change impact assessment
  • SQL validation queries
  • Validation results
  • Monitors-as-code configuration

Requirements

  • Bundled Monte Carlo MCP server
  • Read tool access
  • mc-validate command

Source

  • Spec: SKILL.md

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