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

monte-carlo-performance-diagnosis skillA

monte-carlo-performance-diagnosis is agent-read markdown (skill) from monte-carlo-data/mc-agent-toolkit: Diagnoses pipeline performance issues -- slow jobs, expensive queries, latency trends -- using Monte Carlo's cross-platform observability. Uses a tiered investigation approach: discover problems, bridge to affected tables, then drill into root causes. Activates when a user asks about slow pipelines, expensive queries, or performance regressions..

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-performance-diagnosis@v1.0.0
Exact content
mdr add monte-carlo-data/mc-agent-toolkit/monte-carlo-performance-diagnosis@sha256:8f1417047406c37c

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_7gcifuge2ttn4hig.svg)](https://markdownregistry.com/a/art_7gcifuge2ttn4hig)

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Versions

versioncommittedcommitsizeaudit
v1.0.0 latest2026-09-08 8852e33 7,531 BA view · diff
v1.0.02026-06-19 6ade6f3 7,453 BA view · diff
v1.0.02026-05-05 5f940bc 6,904 BA view · diff
v1.0.02026-04-28 4eb6e59 6,735 BA view · diff
v1.0.02026-04-16 11b047b 6,718 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 (7531 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 2026-09-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_7gcifuge2ttn4hig
GET https://markdownregistry.com/api/v1/resolve?ref=monte-carlo-data/mc-agent-toolkit/monte-carlo-performance-diagnosis
GET https://markdownregistry.com/api/v1/blob/8f1417047406c37ccb7cb6a73ed69196a06f61e87f678ed8ee1fcfdb9ee3d474