AI SummaryJupy-Juice is a Cursor IDE rules booster that provides structured guidance for building an AI-powered Jupyter notebook assistant with Pydantic AI, helping developers maintain consistent code style and project organization.
Install
Copy this and paste it into Claude Code, Cursor, or any AI assistant:
I want to add the "jupy-juce — Cursor Rules" prompt rules to my project. Repository: https://github.com/ndendic/jupy-juce Please read the repo to find the rules/prompt file, then: 1. Download it to the correct location (.cursorrules, .windsurfrules, .github/prompts/, or project root — based on the file type) 2. If there's an existing rules file, merge the new rules in rather than overwriting 3. Confirm what was added
Description
Jupyter notebook assistant project
Jupy-Juice
Every time you choose to apply a rule(s), explicitly state the rule(s) in the output. You can abbreviate the rule description to a single word or phrase.
Project Context
• AI-powered coding companion for Jupyter notebooks • Built on top of Pydantic AI framework • Provides interactive AI assistance within Jupyter notebooks • Focuses on code generation and notebook management
Code Style and Structure
• Write clean, Pythonic code with type hints • Use functional programming patterns where appropriate • Prefer composition over inheritance • Use descriptive variable names that reflect purpose • Structure repository files as follows: ` jupy_juice/ # THIS PART IS AUTOGENERATED USING NBDEV - use nbdev_export terminal commmand to create this files from notebooks ├── core/ # Core functionality ├── agents/ # AI agent implementations ├── tools/ # Tool definitions ├── models/ # Pydantic models └── utils/ # Helper functions nbs/ ├── index.ipynb # Documentation homepage └── *.ipynb # Feature documentation `
Tech Stack
• Primary stack: • Python (>=3.10) • nbdev • Jupyter Notebooks in VS Code • Project related libraries: • Pydantic • Pydantic-settings • OpenAI API
Discussion
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Works With
Any AI assistant that accepts custom rules or system prompts