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mlops_engineer

josstei/maestro-orchestrateSubagent

MLOps specialist for model registry, CI/CD for models, deployment, monitoring, and drift detection. Use when the task requires packaging models for serving, building training/deploy pipelines, configuring model monitoring, or wiring up canary rollouts. For example: automating retraining on a schedule, setting up shadow deployments, or instrumenting drift alerts.

ScannedSubagentSource: GitHub
486 stars Updated 16d ago License Apache-2.0 Context ≈95 tokens in your chat
59popular

Why this score

Stars8/35
Usage (forks)1/15
Upkeep25/25
License15/15
Owner history10/10

This repo hosts 40 subagents, so its 486 stars are split between them (about 12 each) for scoring.

Popularity score: 59/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank

What it can use

    Tools listed in the file: read_file

    The agent file

    ---
name: mlops_engineer
kind: local
description: "MLOps specialist for model registry, CI/CD for models, deployment, monitoring, and drift detection. Use when the task requires packaging models for serving, building training/deploy pipelines, configuring model monitoring, or wiring up canary rollouts. For example: automating retraining on a schedule, setting up shadow deployments, or instrumenting drift alerts."
max_turns: 25
tools:
  - read_file
  - list_directory
  - glob
  - grep_search
  - write_file
  - edit
  - run_shell_command
  - todo_write
  - read_many_files
  - ask_user_question
  - web_search
  - web_fetch
---

Agent methodology loaded via MCP tool `get_agent`. Call `get_agent(agents: ["mlops-engineer"])` to read the full methodology at delegation time.

    Apache-2.0 license, from josstei/maestro-orchestrate at commit 192203abcb33.

    Security

    Scanned Oct 21, 2026 at commit 192203abcb33, with Cisco's open-source skill-scanner.

    None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.

    A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan

    Alternatives

    Nothing from another maker does quite the same job yet.