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5C Prompt Contracts: A Minimalist, Creative-Friendly, Token-Efficient Design Framework for Individual and SME LLM Usage

Blair, Sebastian

2025Greenwich Academic Literature Archive (University of Greenwich)26 citationsDOIOpen Access PDF

Abstract

Pylings is an interactive Python learning tool heavily inspired by the renowned Rustlings. It provides small, focused exercises to help you learn Python by fixing code snippets and experimenting with them. Pylings is designed to help beginners and experienced developers alike improve their Python skills through hands-on practice. Each exercise covers core Python concepts such as variables, data structures, loops, and more. This includes reading and responding to compiler and interpreter messages!

Topics & Concepts

Python (programming language)InterpreterComputer scienceProgramming languageSoftware engineeringCompilerScripting languageMIT LicenseWorld Wide WebDevelopment environmentSource codeComputational Physics and Python ApplicationsScientific Computing and Data ManagementArtificial Intelligence in Law
5C Prompt Contracts: A Minimalist, Creative-Friendly, Token-Efficient Design Framework for Individual and SME LLM Usage | Litcius