Prompt Library

Design normalized, performant database schemas with proper relationships, indexes, and constraints for relational databases.

Write comprehensive unit tests that cover happy paths, edge cases, error conditions, and boundary values for any function or module.

Analyze historical data to identify trends and build forecasts with appropriate confidence intervals and methodology.

Recommend and explain the right statistical tests and methods for any analysis question, with clear assumptions and interpretation guidance.

Analyze and optimize SQL queries for better performance, readability, and maintainability with specific indexing and restructuring recommendations.

Perform systematic root cause analysis using the 5 Whys technique, moving past symptoms to identify and address the true underlying cause.

Build and explain regular expressions for any text matching need, with clear documentation of what each part does.

Perform thorough, constructive code reviews for Python code that improve quality, catch bugs, and enforce best practices.

Build structured financial models for business planning, investment analysis, or budgeting with clear assumptions and scenario analysis.

Conduct thorough exploratory data analysis with statistical summaries, visualizations, and actionable insights from raw datasets.

Create optimized Dockerfiles and CI/CD pipeline configurations for reliable, secure, and fast builds.

Systematically clean and prepare raw datasets for analysis with reproducible steps, quality checks, and documentation.

Identify meaningful customer segments from behavioral and demographic data to enable targeted marketing and product strategies.

Suggest clean code improvements that improve readability, maintainability, and performance while preserving behavior.

Create engaging, age-appropriate children's stories with vivid characters, simple moral lessons, and read-aloud friendly prose.

Create clear, comprehensive REST API documentation that developers can follow to integrate quickly and confidently.