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Grok Bot template · Data analysis

Monte Carlo Validation Notebook

Generates SQL validation notebooks for dbt PR changes with before/after comparison queries.

What it can do

The skills built into this template. Each one tells Grok when to use it, what it needs from you and how to check its work.

  • Parse target argument
  • Resolve changed models
  • Infer schema per model
  • Generate notebook YAML
  • Encode and output import URL

Apps it works with

Connect these in Grok for the best results. It also works without them: you paste the information in.

GitHub CLI (gh) authenticatedMonte Carlo account

The full template

For members

The complete Monte Carlo Validation Notebook template: its identity, every skill step by step, its limits and its first-run questions, ready to paste into a new Grok Bot. Members get it, and every other template here.

Jobs this template suits

Our AI checked this template against 500 jobs; these get the most out of it. Each job links to its learning path.

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