Agent skill · data analytics · sickn33
monte-carlo-remediation
Investigate and remediate data quality alerts using Monte Carlo MCP tools. Runs root cause analysis, assesses blast radius, discovers available tools (MCP/CLI/API), proposes and executes fixes, or escalates with full context when uncertain.
Why this skill is useful
Provides domain-specific knowledge on using Monte Carlo MCP tools for data quality remediation that the AI wouldn't reliably generate on its own.
What it needs
Requires monte-carlo account access. About 9k 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 Remediation Skill This skill teaches you to investigate and remediate data quality issues detected by Monte Carlo. You use MC MCP tools to understand the alert context, run root cause analysis, assess blast radius, and then execute the appropriate remediation action using whatever external tools the user has connected. 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: Common remediation patterns and examples: references/patterns.md (relative to this file) How to discover available tools at runtime: references/tool-discovery.md (relative to this file) Safety rails and escalation criteria: references/safety.md (relative to this file) When to activate this skill Activate when the user: Asks to remediate, fix, or respond to a data quality alert or incident Mentions a specific alert ID, incident, or data quality issue they want resolved Says something like "fix the freshness issue on X", "remediate this alert", "handle this incident" Asks to triage AND fix an alert (triage alone without remediation intent → use the prevent skill's Workflow 3 instead) Wants to automate a response to a recurring data quality pattern Asks "what should I do about this alert?" or "how do I fix this?" When NOT to activate this skill Do not activate when the user is: Just triaging or …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills sickn33/monte-carlo-remediation--2aeb04