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

tune-monitor skillA

tune-monitor is agent-read markdown (skill) from monte-carlo-data/mc-agent-toolkit: Analyze a Monte Carlo monitor and recommend config changes to reduce alert noise. Supports metric, custom SQL, validation, table, and agent (metric, evaluation, trajectory, validation) monitors. Fetches the report, identifies patterns, and suggests tuning..

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/tune-monitor@v1.1.1
Exact content
mdr add monte-carlo-data/mc-agent-toolkit/tune-monitor@sha256:a907da5df9c646b5

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_ebcxeae6aex7c4wy.svg)](https://markdownregistry.com/a/art_ebcxeae6aex7c4wy)

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Versions

versioncommittedcommitsizeaudit
v1.1.1 latest2026-08-10 b7e848b 15,900 BA view · diff
v1.1.12026-08-02 3c88d01 14,359 BA view · diff
v1.1.12026-07-30 69534b5 12,922 BA view · diff
v1.1.12026-06-19 6ade6f3 12,521 BA view · diff
v1.1.12026-05-26 6fecc05 11,972 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 (15900 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_ebcxeae6aex7c4wy
GET https://markdownregistry.com/api/v1/resolve?ref=monte-carlo-data/mc-agent-toolkit/tune-monitor
GET https://markdownregistry.com/api/v1/blob/a907da5df9c646b5aa2576d55612a4caf26f3160629e01b8a1bbbe201b5195ba

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