senior-ml-engineer
World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems. Expertise in PyTorch, TensorFlow, model deployment, feature stores, model monitoring, and ML infrastructure. Includes LLM integration, fine-tuning, RAG systems, and agentic AI
Install / Use
npx skills add foryourhealth111-pixel/Vibe-Skills --skill senior-ml-engineerInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
AI & Machine LearningSupported Platforms
Tags
Our assessment of senior-ml-engineer
senior-ml-engineer scores 86/100 on our quality scale, 392nd of 794 AI & Machine Learning skills we index (top 50%).
We have not analysed the SKILL.md file itself yet, so the content part of this score is an estimate until our crawler reaches it.
With 3,433 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 27 days ago, so senior-ml-engineer is actively maintained.
- It is released under the Apache-2.0 license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
senior-ml-engineer compared with similar skills
All 4 of these similar skills score higher than senior-ml-engineer; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| senior-ml-engineer (this skill)by foryourhealth111-pixel | 86 | 3.4k | 27d ago | SKILL.md |
| claude-memby thedotmack | 100 | 94.8k | 1d ago | CLAUDE.md |
| Understand-Anythingby Egonex-AI | 100 | 84.3k | 15d ago | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 73.9k | today | CLAUDE.md |
| CowAgentby zhayujie | 100 | 47.1k | today | CLAUDE.md |
Frequently asked questions
- How do I install senior-ml-engineer?
- Run
npx skills add foryourhealth111-pixel/Vibe-Skills --skill senior-ml-engineer. The install tabs above show the steps for each supported agent. - Which AI agents does senior-ml-engineer work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is senior-ml-engineer safe to use?
- It is Apache-2.0-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is senior-ml-engineer still maintained?
- The repository was last updated 27 days ago, so senior-ml-engineer is actively maintained.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.