ml-engineering
Machine Learning Engineering Open Book
Install / Use
npx skills add stas00/ml-engineeringInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
AI & Machine LearningSupported Platforms
Our assessment of ml-engineering
ml-engineering scores 65/100 on our quality scale, 889th of 936 AI & Machine Learning skills we index.
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.
It has no GitHub stars yet, so there is no community track record; judge it on its content.
Maintenance, license and trust
- The repository was last updated 7 days ago, so ml-engineering is actively maintained.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 80/100, with 2 cautions from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
ml-engineering compared with similar skills
All 4 of these similar skills score higher than ml-engineering; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| ml-engineering (this skill)by stas00 | 65 | 0 | 7d ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 105.5k | 3d ago | CLAUDE.md |
| claude-memby thedotmack | 100 | 104.0k | today | CLAUDE.md |
| Understand-Anythingby Egonex-AI | 100 | 88.7k | 2d ago | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 78.1k | today | CLAUDE.md |
Frequently asked questions
- How do I install ml-engineering?
- Run
npx skills add stas00/ml-engineering. The install tabs above show the steps for each supported agent. - Which AI agents does ml-engineering 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 ml-engineering safe to use?
- It declares no license and scores 80/100 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 ml-engineering still maintained?
- The repository was last updated 7 days ago, so ml-engineering is actively maintained.
Related Skills
Agent-Reach
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claude-mem
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Understand-Anything
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headroom
78.1kCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
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.
