monte-carlo-prevent
Monte Carlo Prevent Skill
This skill brings Monte Carlo's data observability context directly into your editor. When you're modifying a dbt model or SQL pipeline, use it to surface table health, lineage, active alerts, and to generate monitors-as-code without leaving Claude Code.
Reference files live next to this skill file. Use the Read tool (not MCP resources) to access them:
- Full workflow step-by-step instructions:
references/workflows.md(relative to this file) - MCP parameter details:
references/parameters.md(relative to this file) - Troubleshooting:
references/TROUBLESHOOTING.md(relative to this file)
When to activate this skill
Do not wait to be asked. Run the appropriate workflow automatically whenever the user:
-
References or opens a
.sqlfile or dbt model (files inmodels/) → run Workflow 1 -
Mentions a table name, dataset, or dbt model name in passing → run Workflow 1
-
Describes a planned change to a model (new column, join update, filter change, refactor) → STOP — run Workflow 4 before writing any code
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