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uv-create-paper-exercises

Generate programming and modeling exercise packs from research papers.

1|Updated Feb 6, 2026
Search Tags:#education#scaffolding#programming#modeling#research paper#exercises
One-click install
npx skills add https://github.com/uv-xiao/pkbllm --skill uv-create-paper-exercises
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: uv-create-paper-exercises
Source: https://github.com/uv-xiao/pkbllm/tree/main/human/exercises/create-paper-exercises
Command: npx skills add https://github.com/uv-xiao/pkbllm --skill uv-create-paper-exercises

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and assets (resource) components.

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'.

Frequently Asked Questions about uv-create-paper-exercises

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate programming exercises from research papers?▼

You can generate programming exercises from research papers by using a skill that extracts core techniques and scaffolds directories with prompts, test cases, and golden solutions for hands-on learning.

Can I create modeling exercises from paper formulas automatically?▼

Yes, you can create modeling exercises automatically by converting paper formulas and derivations into calculation problems complete with worked solutions and answer-checking mini-skills.

How do I convert academic research into educational materials for students?▼

You convert academic research into educational materials by automating the creation of structured exercise packs containing both coding challenges and modeling problems derived from the paper's content.

Does the generated exercise pack include answer checking for local execution?▼

Yes, the generated exercise pack scaffolds directories that include local mini-skills specifically designed for answer checking, allowing users to validate programming and modeling solutions during execution.

What is the best way to scaffold a tutorial from a machine learning paper?▼

The best way to scaffold a tutorial is to generate an exercise pack that extracts the paper's algorithm into a coding problem with specifications and test cases, alongside modeling exercises for key equations.

Can I use this skill to generate test cases and golden solutions for paper algorithms?▼

Yes, the skill formulates extracted paper techniques into coding problems complete with clear specifications, test cases, and a golden solution to verify algorithm implementations.

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