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Aamer Mihaysi
Aamer Mihaysi

Posted on • Originally published at mehaisi.com

HuggingFace Skills: Turn Any Agent Into an ML Engineer

HF Skills plugin gives Claude Code, Gemini, and Cursor ability to train models, run evals, and publish research.

The Drop

  • One command install
  • 2.1K stars in days
  • Apache 2.0
  • Free

What It Enables

Your agent can now:

  • Train models without training loops
  • Run benchmarks automatically
  • Generate research papers from results

The Shift

AI agents evolved: chatbots → coders → ML engineers.

Not replacing ML engineers. Augmenting them:

  • Faster iteration
  • Automated boilerplate
  • Standardized workflows

Ecosystem Play

HuggingFace owns open ML infrastructure:

  • Models (Hub)
  • Datasets
  • Training (Transformers)
  • Now: Agent integration (Skills)

Real-World Impact

  • Prototype ideas in hours
  • Automated standardized evals
  • Reproducible experiments
  • Auto-generate papers

Conclusion

Birth of agent-native ML tooling. Not "AI helps you use tools" — "AI uses tools on your behalf."

GitHub: 2.1K stars · Apache 2.0 · Free

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