Agent skill · data analytics · sickn33
monte-carlo-monitoring-advisor
Analyze data coverage, create monitors for warehouse tables and AI agents. Covers coverage gaps, use-case analysis, data monitor creation, and agent observability.
Why this skill is useful
Adds specific procedures for data monitor creation and agent observability that the AI wouldn't reliably generate on its own.
What it needs
Requires monte-carlo-mcp account access. About 12k tokens when loaded. Last updated 2026-08-07. 44,571 stars on the source repository.
What this skill does
Bundled upstream support Supporting files are included at skill-relative paths. See UPSTREAM-NOTICE.md for their pinned sources, licenses, hashes, and import changes. Monte Carlo Monitoring Advisor Skill This skill handles all monitoring requests -- coverage analysis, data monitor creation, and AI agent monitoring. It routes to the right reference file based on the user's intent. Monte Carlo tool routing (required): Always call Monte Carlo MCP tools through this plugin's bundled server, whose fully-qualified tool names are mcppluginmc-agent-toolkitmonte-carlo-mcp<tool> (e.g. mcppluginmc-agent-toolkitmonte-carlo-mcpgetalerts). Bare tool names used in this skill (getalerts, search, gettable, …) refer to that bundled server. If the session also has a separately-configured monte-carlo-mcp server, do not route to it — it may point at a different endpoint or credentials. Reference files live next to this skill file. Use the Read tool (not MCP resources) to access them: Data monitor creation procedure: references/data-monitor-creation.md (relative to this file) Agent monitor creation procedure: references/agent-monitor-creation.md (relative to this file) Per-type references: references/data-.md and references/agent-.md (relative to this file) When to activate this skill Activate when the user: Asks about monitoring coverage, data coverage, or coverage gaps Wants to understand what's monitored vs. not in their warehouse Asks about use cases, use-case criticality, or use-case analysis Wants to explore their data estate and find what needs monitoring Says things like "what should I monitor?", "where are my coverage gaps?", "show me my use cases" Asks about unmonitored tables with anomalies or importance-based prioritization Asks to create, add, or set up a monitor (e.g. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills sickn33/monte-carlo-monitoring-advisor