uv-create-paper-exercises

What problem does it solve?

This Skill automates the creation of educational exercise packs from research papers, transforming complex academic content into practical programming and modeling challenges.

Core Features & Use Cases

• Programming Exercise Generation: Extracts the core technique from a paper and formulates it into a coding problem with clear specifications, test cases, and a golden solution.
• Modeling Exercise Generation: Converts paper formulas and derivations into calculation problems with worked solutions and answer checkers.
• Exercise Pack Scaffolding: Creates a structured directory for each exercise pack, including prompts, solutions, and local mini-skills for answer checking.
• Use Case: A researcher wants to create a hands-on tutorial based on a new machine learning paper. They use this Skill to generate a programming exercise where students implement the paper's algorithm and a modeling exercise to work through its key equations.

Quick Start

Use the uv-create-paper-exercises skill to scaffold an exercise pack for the paper 'attention-is-all-you-need'.