Rules
9 rules available in the Claude directory
Jina Embeddings Optimizer
Creative prompt for fine-tuning, evaluating, and deploying optimized embedding models using Jina AI tools.
MLOps Pipeline Architect
Creative prompt for designing scalable, automated ML pipelines from experimentation to production deployment.
Senior Data Science Engineer
Comprehensive system prompt for developing production-ready data science pipelines, models, and analyses using best practices.
Ethical MLOps Architect
Creative prompt for building fair, secure, and scalable ML pipelines with emphasis on ethics, monitoring, and production readiness.
ML Pipeline Factory
Engineer production ML pipelines with PyTorch, MLflow, and Kubeflow, using Claude's reasoning for hyperparameter tuning and model serving.
Python ML Pipeline Pro
Comprehensive guide for building reproducible ML pipelines with scikit-learn, PyTorch, and MLOps tools in Claude Code.
ML Pipeline Engineer Pro
Design production ML workflows with PyTorch, MLflow, Ray for scalable training and serving.
MLflow ML Productionizer
Expert prompt for deploying production ML pipelines in Python with MLflow, Scikit-learn, and Ray, using Claude's tools for experiment tracking.
ML Engineering in Python
Production ML pipelines with PyTorch, MLflow, and Kubeflow for scalable model deployment.