borghei/claude-skills · engineering/senior-ml-engineer/SKILL.md

senior-ml-engineer skillA

senior-ml-engineer is agent-read markdown (skill) from borghei/claude-skills: ML engineering skill for productionizing models, building MLOps pipelines, and integrating LLMs. Covers model deployment, feature stores, drift monitoring, RAG systems, and cost optimization..

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 borghei/claude-skills/senior-ml-engineer@v1.1.0
Exact content
mdr add borghei/claude-skills/senior-ml-engineer@sha256:bc71a6a0723ed263

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_zk63sx6de4mipghz.svg)](https://markdownregistry.com/a/art_zk63sx6de4mipghz)

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Versions

versioncommittedcommitsizeaudit
v1.1.0 latest2026-06-22 65b93aa 6,805 BA view · diff
v1.1.02026-06-17 8980a67 6,156 BA view · diff
v1.0.02026-03-30 6b5a5d8 15,722 BA view · diff
git:20260321.deb73d42026-03-21 deb73d4 15,720 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 (6805 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

borghei/claude-skills · 778 stars · license NOASSERTION · pushed 2026-08-12 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_zk63sx6de4mipghz
GET https://markdownregistry.com/api/v1/resolve?ref=borghei/claude-skills/senior-ml-engineer
GET https://markdownregistry.com/api/v1/blob/bc71a6a0723ed263368b4481309fb0e5c5aec54f74a73bde9690f0b4c717a47a

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