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 domain-specific knowledge for monitoring data coverage and AI 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--3e55d8