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Analysis & spreadsheets48k · #3626

monte-carlo-asset-health

Lets your agent assess the health of your data assets with Monte Carlo. It's useful for monitoring and understanding the overall condition of your data.

What it does

Checks the 'health' of a data table using the Monte Carlo platform. It shows if the data is up-to-date, if there are alerts, if it's being monitored, and how the tables feeding it are doing.

When to use it

  • ✓When you want to know if a data table is working well.
  • ✓To check if a table's data is current.
  • ✓To understand if there are issues with the tables that supply data to a specific table.

Example of what to ask your AI

“Check the health of the 'orders' table in the production database.”

Want more? Open the sections below.

How to use

The easiest way: copy the message below and paste it into Claude, ChatGPT, Cursor or any AI. It reads the skill and follows the instructions.

Skill link

https://github.com/sickn33/agentic-awesome-skills/blob/main/plugins/agentic-awesome-skills-claude/skills/monte-carlo-asset-health/SKILL.md

Ready-to-paste message

Use this skill to help me: https://github.com/sickn33/agentic-awesome-skills/blob/main/plugins/agentic-awesome-skills-claude/skills/monte-carlo-asset-health/SKILL.md Read the SKILL.md file at that link and follow its instructions for my task.
How it works

The AI queries the Monte Carlo platform to gather information about the table. It collects data on recent alerts, configured monitors, and the health of the tables that provide data to it.

Installation

Easiest way: copy the skill link and paste it into Claude, ChatGPT or Cursor asking it to follow the instructions.

In the terminal (Claude Code, Codex, Cursor), in your project folder:

npx skills add sickn33/agentic-awesome-skills --skill monte-carlo-asset-health

Or download just the file:

curl -L https://raw.githubusercontent.com/sickn33/agentic-awesome-skills/main/plugins/agentic-awesome-skills-claude/skills/monte-carlo-asset-health/SKILL.md -o SKILL.md
Technical content (original SKILL.md)

Original text by the author, straight from GitHub.

Bundled upstream support

Supporting files are included at skill-relative paths. See UPSTREAM-NOTICE.md for their pinned sources, licenses, hashes, and import changes.

When to Use

  • Use when the user goal matches this upstream workflow.

Monte Carlo Asset Health Skill

This skill checks the health of a data asset using Monte Carlo's observability platform. It produces a structured health report covering freshness, alerts, monitoring coverage, importance, and upstream dependency health.

Monte Carlo tool routing (required): Always call Monte Carlo MCP tools through this plugin's bundled server, whose fully-qualified tool names are mcp__plugin_mc-agent-toolkit_monte-carlo-mcp__<tool> (e.g. mcp__plugin_mc-agent-toolkit_monte-carlo-mcp__get_alerts). Bare tool names used in this skill (get_alerts, search, get_table, …) 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.

REQUIRED: Read reference files before executing

You MUST read both reference files using the Read tool before making any MCP tool calls. These files are the source of truth for tool calls, parameters, and response interpretation. This file only defines when to activate and how to format the output.

  1. references/workflows.md (relative to this file) — exact tool calls, phases, and execution order
  2. references/parameters.md (relative to this file) — parameter conventions and field details

Do NOT make any MCP tool calls until you have read both files.

When to activate this skill

Activate when the user:

  • Asks about health: "how is table X doing?", "check health of X", "is X healthy?"
  • Asks about status: "what's the status of X?", "status of orders table"
  • Asks to check on a table: "check on X table", "check on X"
  • Asks about reliability, freshness, or quality of a specific asset
  • References a table in context of incident triage or change planning

When NOT to activate this skill

  • Profiling or exploring table data (row counts, column stats, distributions) → use explore-table
  • Creating or suggesting monitors → use monitoring-advisor
  • Active incident triage (investigating root cause of a firing alert) → use prevent skill Workflow 3

Health report format

CRITICAL: Only report data returned by the tools defined in references/workflows.md. Do NOT call additional tools, do NOT infer or fabricate metrics. Each row below specifies exactly which tool provides its value.

All sections (Active Alerts, Monitors, Upstream Issues, Recommendations) must always appear with their heading. Never omit a section — if there is no data, show the empty-state text defined below.

Never use emoji shortcodes (like :warning: or :arrow_up:). Use Unicode emoji characters directly (like ⚠️) or plain text. Shortcodes render as raw text in the terminal.

Always display URLs as bare URLs, never as markdown links (e.g., [text](https://github.com/monte-carlo-data/mc-agent-toolkit/tree/main/skills/asset-health/url)).

{MC_WEBAPP_URL} appears throughout this template. Every occurrence must be replaced with the actual value returned by calling get_mc_webapp_url(). Never hardcode or guess this URL — it varies by environment.

Present results in this structure:

## Health Check: <table_name>

**Tags:** `tag1:value1`, `tag2:value2` (or "None" if no tags)
**Link:** {MC_WEBAPP_URL}/assets/{mcon}
**Warehouse:** snowflake-prod (Snowflake)
**Status: 🟢 Healthy / 🟡 Degraded / 🔴 Unhealthy** | **Importance:** 0.85 (key asset ⭐️)
**Avg Reads/Day:** ~538 | **Avg Writes/Day:** ~12

| Metric        | Value                          | Signal |
|---------------|--------------------------------|--------|
| Last Activity | Apr 6, 2025                    | 🟢 Recent    |
| Alerts        | 2 active                       | 🔴 Has alerts |
| Monitoring    | 3 active monitors              | 🟢 Monitored  |
| Upstream      | 1/3 sources unhealthy          | 🔴 Issues     |

### Active Alerts

| Date  | Type           | Priority | Status           | Link                                                    |
|-------|----------------|----------|------------------|---------------------------------------------------------|
| Apr 8 | Metric anomaly | P3       | Not acknowledged | {MC_WEBAPP_URL}/alerts/{alert_uuid} |

…
FAQ

What does table 'health' mean?

It means checking if the table is receiving up-to-date data, if there are no critical errors or alerts, and if it is being monitored correctly.

What are 'alerts'?

Alerts are notifications about detected problems with the table, such as missing data, update delays, or inconsistencies.

What are 'monitors'?

Monitors are automated checks set up to ensure the table is performing as expected regarding data quality and freshness.

Details

Original description by the author

Curated upstream guidance for Monte Carlo Asset Health; use when the workflow matches the user goal.

repo: sickn33/agentic-awesome-skills

Popularity

GitHub stars
48k
Ranking position
#3626
License
MIT
Updated
10/15/2026

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