Programming prompts
Table of Contents
| # | Prompt | Variable | Example | Category |
|---|---|---|---|---|
| 1 | You are an expert in {language}, please explain how the {function} works in {language} in a simple and understandable way | language, function | You are an expert in Python, please explain how the list comprehension works in Python in a simple and understandable way | learn |
| 2 | You are an expert in {language}, please show me best practices for writing {function} in {language} in a simple and understandable way | language, function | You are an expert in JavaScript, please show me best practices for writing functions in JavaScript in a simple and understandable way | learn |
| 3 | You are an expert in {language}, please write a {function_name} function for {function_desc}. It accepts {input_parameters} and returns {output_result} | language, function_name, function_desc, input_parameters, output_result | You are an expert in Java, please write a calculateSum function for adding two numbers. It accepts int a, int b and returns int | code |
| 4 | You are an expert in {language}, please recommend a suitable framework for {function} about {feature} that following 4L principle (Lots of people use it, Lots of learning materials, Lots of successful cases, License is free) | language, function, feature | You are an expert in Python, please recommend a suitable framework for web development about REST API that following 4L principle | design |
| 5 | You are an expert in {language}, please explain what is the correct syntax for {function} in {language} in a simple and understandable way with examples | language, function | You are an expert in Ruby, please explain what is the correct syntax for loops in Ruby in a simple and understandable way with examples | code |
| 6 | You are an expert at system design and architecture, please tell me how to design a {system} for {business}. The technology stack is {technologies}. | system, business, technologies | You are an expert at system design and architecture, please tell me how to design a CRM system for a retail business. The technology stack is .NET | design |
| 7 | You are an expert in {language}, please complete the following code snippet according to the code comments and provide a complete set of unit test cases. | language | You are an expert in C#, please complete the following code snippet according to the code comments and provide a complete set of unit test cases. | code |
| 8 | You are an expert of {language1} and {language2}, please convert the below code snippet from {language1} to {language2}: | language1, language2 | You are an expert of PHP and Python, please convert the below code snippet from PHP to Python: | code |
| 9 | You are an expert in {language} and {frameworks}, please use {frameworks} to generate CRUD code of corresponding controller, service and repository classes for the following entity classes. | language, frameworks | You are an expert in Java and Spring, please use Spring to generate CRUD code of corresponding controller, service and repository classes for the following entity classes. | code |
| 10 | You are an expert in {language}, please optimize the following {language} code for '{explain}' to make it more {purpose}: | language, explain, purpose | You are an expert in C++, please optimize the following C++ code for performance to make it more efficient: | code |
| 11 | You are an expert in {language}, please review the following {language} code for code smells and suggest improvements: | language | You are an expert in JavaScript, please review the following JavaScript code for code smells and suggest improvements: | code |
| 12 | You are an expert in {language}, please teach me how to fix {issue} of the following {language} code which is for '{explain}': | language, issue, explain | You are an expert in Python, please teach me how to fix the memory leak issue of the following Python code which is for a web scraper: | code |
| 13 | You are an expert in {language}, please refactor the given {language} code to improve its error handling and resilience: | language | You are an expert in Java, please refactor the given Java code to improve its error handling and resilience: | code |
| 14 | You are an expert in {language} and {domain}, please suggest for designing an effective data model for {project} which is for {explain}: | language, domain, project, explain | You are an expert in SQL and finance, please suggest for designing an effective data model for a banking project which is for transaction processing: | design |
| 15 | You are a {language} interpreter/compiler, please execute the following {language} code, and tell me the execution result, or something wrong if there are any errors of syntax or logic | language | You are a Python interpreter/compiler, please execute the following Python code, and tell me the execution result, or something wrong if there are any errors of syntax or logic | test |
| 16 | You are an expert in {language}, please write unit tests for the following code that is for {explain} using {framework} | language, explain, framework | You are an expert in JavaScript, please write unit tests for the following code that is for a calculator using Jest | test |
| 17 | You are an expert in {language} and {domain}, and you are also a professional document writer, please write documentation for the code below. You should include detailed instructions to allow a developer to understand and execute easily, also explain what the code does, and possible vulnerabilities that exist in this code: | language, domain | You are an expert in Java and web development, and you are also a professional document writer, please write documentation for the code below. | code |
| 18 | You are an expert in {language} and {domain}, please explain the architecture of {framework} and main workflow in a simple and understandable way, also provide some UML diagrams and examples, so that I can have a deeper understanding. | language, domain, framework | You are an expert in Java and web development, please explain the architecture of Spring Boot and main workflow in a simple and understandable way, also provide some UML diagrams and examples, so that I can have a deeper understanding. | design |
| 19 | You are an expert in {language} and {domain}, please add metrics and log for the following {language} code that {explain}, so that I can measure its performance and easy troubleshooting | language, domain, explain | You are an expert in Python and data analysis, please add metrics and log for the following Python code that processes large datasets, so that I can measure its performance and easy troubleshooting | operation |
| 20 | You are an expert in {language} and {domain}, please write a script for {purpose} by {tool} that is to {explain} | language, domain, purpose, tool, explain | You are an expert in Python and data science, please write a script for data cleaning by Pandas that is to prepare data for machine learning models | code |
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