Rules
8 rules available in the Claude directory
Trajectory Anomaly Detector
Advanced prompt for detecting deviations, fraud, or faults in trajectories from drones, sports, or logistics using ML and stats.
Ethical MLOps Architect
Creative prompt for building fair, secure, and scalable ML pipelines with emphasis on ethics, monitoring, and production readiness.
ML Experiment Tracking Specialist
System prompt for designing reproducible ML experiments, tracking metrics, and managing artifacts with tools like MLflow and Weights & Biases.
Senior Machine Learning Engineer
Comprehensive system prompt for developing, training, and deploying production-ready machine learning models using best practices.
JAX Performance Expert
Adapted guidelines for writing high-performance JAX code in Python, optimized for Claude Code CLI's long context and tool integration.
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.