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ml_engineer
josstei/maestro-orchestrateSubagent
Machine learning engineering specialist for designing, training, evaluating, and shipping production ML models. Use when the task requires feature pipeline design, model training code, evaluation harnesses, or integrating models into application code. For example: building a classifier training pipeline, wiring a model behind a REST endpoint, or reproducing a paper's baseline.
Why this score
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: ml_engineer kind: local description: "Machine learning engineering specialist for designing, training, evaluating, and shipping production ML models. Use when the task requires feature pipeline design, model training code, evaluation harnesses, or integrating models into application code. For example: building a classifier training pipeline, wiring a model behind a REST endpoint, or reproducing a paper's baseline." max_turns: 25 tools: - read_file - list_directory - glob - grep_search - write_file - edit - run_shell_command - todo_write - skill - read_many_files - ask_user_question - web_search --- Agent methodology loaded via MCP tool `get_agent`. Call `get_agent(agents: ["ml-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
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneml_engineer josstei/maestro-orchestrate · Subagent | 59 | ★ 486 | ≈98 in chat | 16d ago |
| ml-engineering stas00/ml-engineering · Skill Both about ml and engineering | 88 | ★ 20k | ≈22 always | 19d ago |
| domain-ml moeru-ai/auv · Skill Same job: machine learning | 59 | ★ 118 | ≈53 always | 16d ago |
| ml-research-lab AnastasiyaW/codex-claude-code-config · Skill Both about ml and classifier | 62 | ★ 212 | ≈112 always | 16d ago |
| autoresearch-ml proyecto26/autoresearch-ai-plugin · Skill Both about ml and training | 47 | ★ 13 | ≈23 always | 4mo ago |
| ml-product-analysis joomcode/joompulse-skills · Skill Both about ml | 52 | ★ 54 | ≈25 always | 1mo ago |