Rules
7 rules available in the Claude directory
Python Jupyter Rules for Data Analysts: Pandas, Visualization & Best Practices
Master data analysis in Jupyter notebooks with rewritten Python rules emphasizing pandas efficiency, matplotlib/seaborn visualizations, reproducibility, and performance optimization for professional workflows.
Senior Data Analyst Expert
Comprehensive system prompt for end-to-end data analysis workflows including exploration, cleaning, modeling, and reporting using Python and SQL in Claude Code CLI.
Python Data Science Specialist
Specialized prompt for building efficient data pipelines, analysis, and ML workflows in Python.
Pandas Data Pipeline Optimizer
Rules for efficient, scalable data processing pipelines using Pandas, Polars, Dask, and vectorized operations.
Pandas ETL Pipeline Builder
Designs efficient, production-grade ETL pipelines in pandas for data engineering tasks, handling large datasets with Claude's context awareness.
Python Data Pipeline Pro
Production-ready rules for scalable data pipelines using Pandas, Dask, and Airflow, optimized for Claude's reasoning on large datasets.
Pandas Data Mastery
Advanced data engineering and analysis with Pandas, Polars, Dask, and visualization tools, using Claude's reasoning for complex transformations.