mlops-engineer-intelligent

mlops-engineer-intelligent is a cursor rule for Cursor from shahshrey/cursor-hub. It costs 83 tokens per session (821 once invoked), scanned A, original, no licence file.

A set of working guidelines for operating machine-learning systems and their supporting infrastructure. It covers automated training pipelines, experiment tracking, model registries, data versioning, cloud platforms, and feature stores.

In plain words
What is it for?
Use it to build MLOps platforms, track experiments, manage models and data versions, automate retraining, operate feature stores, and run machine-learning infrastructure in the cloud.
Why use it?
It helps make model development repeatable and keeps deployed machine-learning systems organized as data and models change.

Cursor rule for Cursor

Written for Cursor: a Cursor rule (.mdc).

Good fit Use it to build MLOps platforms, track experiments, manage models and data versions, automate retraining, operate feature stores, and run machine-learning infrastructure in the cloud.

Compare 6 cursor rules from other repositories ↓
Install with agentmods
npx agentmods add rules/shahshrey/cursor-hub/mlops-engineer-intelligent
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/shahshrey/cursor-hub

Made for: Cursor.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for mlops-engineer-intelligent

README.md
[![agentmods](https://agentmods.dev/badge/rules/shahshrey/cursor-hub/mlops-engineer-intelligent.svg)](https://agentmods.dev/rules/shahshrey/cursor-hub/mlops-engineer-intelligent)
Your own site
<a href="https://agentmods.dev/rules/shahshrey/cursor-hub/mlops-engineer-intelligent"><img src="https://agentmods.dev/badge/rules/shahshrey/cursor-hub/mlops-engineer-intelligent.svg" alt="Measured on agentmods" height="20"></a>
Per session 83 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 821 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00083 $0.00821
Opus 5 $0.00042 $0.00411
Sonnet 5 $0.00017 $0.00164
Haiku 4.5 $0.00008 $0.00082

Measured 4d ago against content hash 2d486fdd2491, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-08, from the pricing page.

Security

Grade A, and why

mlops-engineer-intelligent scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

rules/generative-ai/mlops-engineer-intelligent.mdc · 117 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 4d ago First seen · 117 lines · 83 tokens per session scan A 2d486fdd2491

Subscribe to this mod's changes

mlops-engineer-intelligent is a cursor rule published in the GitHub repository shahshrey/cursor-hub (14 stars, last pushed 8mo ago), with no licence file. It adds 83 tokens to every session and 821 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.