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

monte-carlo-instrument-agent skillA

monte-carlo-instrument-agent is agent-read markdown (skill) from monte-carlo-data/mc-agent-toolkit: Instrument a new AI agent in a Python codebase for Monte Carlo Agent Observability. Detects AI libraries, installs the Monte Carlo OpenTelemetry SDK, and proposes tracing setup and decorator placements as diffs. Asks before editing any file..

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-instrument-agent@v1.0.0
Exact content
mdr add monte-carlo-data/mc-agent-toolkit/monte-carlo-instrument-agent@sha256:6ed1c7b5194f76fa

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_wmq7rkdo5vkp7275.svg)](https://markdownregistry.com/a/art_wmq7rkdo5vkp7275)

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Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-07-19 0b4edc3 11,856 BA view · diff
v1.0.02026-06-19 6ade6f3 11,863 BA view · diff
v1.0.02026-05-13 737a656 11,314 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 (11856 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_wmq7rkdo5vkp7275
GET https://markdownregistry.com/api/v1/resolve?ref=monte-carlo-data/mc-agent-toolkit/monte-carlo-instrument-agent
GET https://markdownregistry.com/api/v1/blob/6ed1c7b5194f76fa0dd88f2549100ea6e99c0f9805ce8d5f76f0d5492337d81b

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