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monte-carlo-monitor-creation - Guide creation of Monte Carlo monitors as code via MCP

Guides creation of Monte Carlo monitors via MCP tools, producing monitors-as-code YAML for CI/CD deployment.

Tags

Updated: 2026-09-24

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Verify MCP connectivity and authentication
  • Search tables and retrieve field names
  • Inspect table schema and metadata
  • Fetch available validation predicate rules
  • List accessible Monte Carlo domains
  • Generate metric monitor MaC YAML
  • Generate validation monitor MaC YAML
  • Generate comparison monitor MaC YAML
  • Generate custom SQL monitor YAML
  • Generate table monitor MaC YAML

Inputs

  • Table name or MCON
  • Column names and metadata
  • Domain selection
  • Schedule configuration

Outputs

  • Monitors-as-code YAML
  • Monitor configuration confirmation

Requirements

  • monte-carlo MCP server
  • Read tool for reference files
  • Monte Carlo CLI or CI/CD

Source

  • Spec: SKILL.md
data-observability
monitoring
monte-carlo
monitors-as-code
Verify MCP connectivity and authentication
Search tables and retrieve field names
Inspect table schema and metadata
Fetch available validation predicate rules
Table name or MCON
Column names and metadata
Domain selection
Monitors-as-code YAML
Monitor configuration confirmation