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

monte-carlo-context-detection skillA

monte-carlo-context-detection is agent-read markdown (skill) from monte-carlo-data/mc-agent-toolkit: Route data-related requests to the right Monte Carlo skill or workflow. USE WHEN alerts, incidents, data broken, stale, coverage gaps, data quality, or any ambiguous data observability request..

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-context-detection@v1.0.0
Exact content
mdr add monte-carlo-data/mc-agent-toolkit/monte-carlo-context-detection@sha256:37dddfa67c33eeac

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_6nhthqwlweicimaa.svg)](https://markdownregistry.com/a/art_6nhthqwlweicimaa)

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Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-06-19 6ade6f3 9,713 BA view · diff
v1.0.02026-05-13 737a656 9,164 BA view · diff
v1.0.02026-04-30 4a7f4b3 8,499 BA view · diff
v1.0.02026-04-28 4eb6e59 8,616 BA view · diff
v1.0.02026-04-20 f3e9e04 8,594 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 (9713 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_6nhthqwlweicimaa
GET https://markdownregistry.com/api/v1/resolve?ref=monte-carlo-data/mc-agent-toolkit/monte-carlo-context-detection
GET https://markdownregistry.com/api/v1/blob/37dddfa67c33eeac6f64a5a21a347072f972935a7ac1e0c47b213ed46692709c

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