monte-carlo-data/mc-agent-toolkit · skills/remediation/SKILL.md

monte-carlo-remediation skillA

monte-carlo-remediation is agent-read markdown (skill) from monte-carlo-data/mc-agent-toolkit: 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..

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-remediation@v1.0.0
Exact content
mdr add monte-carlo-data/mc-agent-toolkit/monte-carlo-remediation@sha256:85552436bd2cd9fe

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_yfo5cg7i74m5pzfz.svg)](https://markdownregistry.com/a/art_yfo5cg7i74m5pzfz)

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Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-06-19 6ade6f3 15,320 BA view · diff
v1.0.02026-06-02 fcf2371 14,771 BA view · diff
v1.0.02026-05-22 b523c5e 14,767 BA view · diff
v1.0.02026-04-28 4eb6e59 14,747 BA view · diff
v1.0.02026-04-16 11b047b 14,721 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 (15320 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_yfo5cg7i74m5pzfz
GET https://markdownregistry.com/api/v1/resolve?ref=monte-carlo-data/mc-agent-toolkit/monte-carlo-remediation
GET https://markdownregistry.com/api/v1/blob/85552436bd2cd9fe905c07b3fa2dbf43a61fe168dba670462679c6d352839576

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