Monte Carlo Asset Health

Structured freshness/alerts/monitoring/upstream health report for one Monte Carlo asset.

Tested · Works

Test report

Verdict
Tested · Works
Score
8.8/10
Tested
Jul 13, 2026
Environment
Claude Code 2.x (agent harness)
Upstream re-checked
Aug 10, 2026 · 9ab89d6

Report template hard-bans fabricated numbers ('Do NOT infer or fabricate metrics') and forces an explicit refusal when the underlying MCP tools aren't wired up, instead of the generic hallucinated summary a baseline answer would produce.

Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works

  • Installs cleanly 5/5
  • Triggers reliably 5/5
  • Output vs. baseline 8/10
  • Docs & honesty 4/5

What Monte Carlo Asset Health does

Generates a fixed-format health report (status, alerts, monitor coverage, upstream lineage, diagnosis, recommendations) for a single data table via Monte Carlo's MCP tools. Triggers on health/status questions about a named table and explicitly defers profiling and monitor-creation asks to sibling skills, so it stays narrow and doesn't overtrigger.

How to install Monte Carlo Asset Health

git clone https://github.com/monte-carlo-data/mc-agent-toolkit
cd mc-agent-toolkit
mkdir -p ~/.claude/skills
cp -r skills/asset-health ~/.claude/skills/monte-carlo-asset-health

Skills live in ~/.claude/skills/ (global) or .claude/skills/ (per-project). Restart Claude Code after installing.

Commands — how to trigger Monte Carlo Asset Health

  • /monte-carlo-asset-health Structured freshness/alerts/monitoring/upstream health report for one Monte Carlo asset.

It also activates on plain-language prompts like these:

  • What's the freshness and alert status on this Monte Carlo table
  • Give me a health report on this data asset's upstream lineage
  • Check monitor coverage and diagnosis for this named table

Frequently asked questions

Is the Monte Carlo Asset Health skill free?
Yes. The skill itself is free from monte-carlo-data/mc-agent-toolkit. SkillProof publishes the install command and an independent test verdict at no cost.
Does Monte Carlo Asset Health work with Claude Code?
We tested it with Claude Code 2.x (agent harness) on Jul 13, 2026. Verdict: Tested · Works. Report template hard-bans fabricated numbers ('Do NOT infer or fabricate metrics') and forces an explicit refusal when the underlying MCP tools aren't wired up, instead of the generic hallucinated summary a baseline answer would produce.
What is the Monte Carlo Asset Health SkillProof Score?
8.8/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 8/10, docs & honesty 4/5.
How do I install Monte Carlo Asset Health?
Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
Can I use Monte Carlo Asset Health with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.