monte-carlo-monitoring-advisor
OfficialAutomate data monitors and agent observability.
Data & Analytics#monitoring#monte-carlo#data-coverage#monitors-as-code#agent-observability#warehouse-monitoring
Authormonte-carlo-data
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Analyze data coverage, orchestrate warehouse discovery, and automatically generate monitors-as-code to improve observability for data pipelines and AI agents.
Core Features & Use Cases
- Discovers warehouses, use cases, and assets to map your data landscape.
- Analyzes coverage gaps and prioritizes monitors based on anomaly activity and criticality.
- Generates monitors-as-code YAML for data monitors (metric, validation, and table monitors) and AI agent monitors (metric, trajectory, evaluation, and validation).
- Guides users through end-to-end monitoring workflows, enabling rapid deployment across editors.
Quick Start
Run the Monitoring Advisor to generate monitors YAML for your first warehouse and deploy with the Monte Carlo CLI.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: monte-carlo-monitoring-advisor Download link: https://github.com/monte-carlo-data/mc-agent-toolkit/archive/main.zip#monte-carlo-monitoring-advisor Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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