monte-carlo-data/mc-agent-toolkit · skills/analyze-root-cause/SKILL.md

monte-carlo-analyze-root-cause skillA

monte-carlo-analyze-root-cause is agent-read markdown (skill) from monte-carlo-data/mc-agent-toolkit: Investigate data incidents and find root causes using Monte Carlo's observability data. Guides the agent through systematic investigation: alert lookup, lineage tracing, ETL checks, query analysis, and data profiling. Activates when a user asks about data issues, incidents, alerts, or why data looks wrong..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add monte-carlo-data/mc-agent-toolkit/monte-carlo-analyze-root-cause@v1.0.0
Exact content
mdr add monte-carlo-data/mc-agent-toolkit/monte-carlo-analyze-root-cause@sha256:432ae7ec457f47fc

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_vqqyqhmqkuh3gimf.svg)](https://markdownregistry.com/a/art_vqqyqhmqkuh3gimf)

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Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-07-19 0b4edc3 15,852 BA view · diff
v1.0.02026-07-03 244ea20 15,432 BA view · diff
v1.0.02026-06-19 6ade6f3 15,298 BA view · diff
v1.0.02026-05-11 39c4dd6 14,749 BA view · diff
v1.0.02026-04-28 4eb6e59 9,415 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (15852 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

monte-carlo-data/mc-agent-toolkit · 91 stars · license Apache-2.0 · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_vqqyqhmqkuh3gimf
GET https://markdownregistry.com/api/v1/resolve?ref=monte-carlo-data/mc-agent-toolkit/monte-carlo-analyze-root-cause
GET https://markdownregistry.com/api/v1/blob/432ae7ec457f47fc270a4a29be94a01a86a411e7149d27fd99f1d894751b7f22

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.