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% Document Info
\author{davidtoth}
\pdfinfo{
  /Title (propmpts-for-programming.pdf)
  /Creator (Cheatography)
  /Author (davidtoth)
  /Subject (Propmpts for programming Cheat Sheet)
}

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\noindent
\begin{multicols}{3}
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    \vspace{-7pt}
    {\parbox{\dimexpr\textwidth-2\fboxsep\relax}{\noindent
        \hspace*{-6pt}\includegraphics[width=5.8cm]{/web/www.cheatography.com/public/images/cheatography_logo.pdf}}
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\begin{tabulary}{11cm}{L}
    \vspace{-2pt}\large{\bf{\textcolor{DarkBackground}{\textrm{Propmpts for programming Cheat Sheet}}}} \\
    \normalsize{by \textcolor{DarkBackground}{davidtoth} via \textcolor{DarkBackground}{\uline{cheatography.com/200101/cs/42290/}}}
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  \mymulticolumn{2}{p{5.377cm}}{\bf\textcolor{white}{Cheatographer}}  \\
  \vspace{-2pt}davidtoth \\
  \uline{cheatography.com/davidtoth} \\
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  \mymulticolumn{1}{p{5.377cm}}{\bf\textcolor{white}{Cheat Sheet}}  \\
   \vspace{-2pt}Not Yet Published.\\
   Updated 5th February, 2024.\\
   Page {\thepage} of \pageref{LastPage}.
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  %\includegraphics[width=48px,height=48px]{dave.jpeg}
  Measure your website readability!\\
  www.readability-score.com
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\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Basic Prompt structure}}  \tn
% Row 0
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Acting as a {[}ROLE{]} perform {[}TASK{]} in {[}FORMAT{]}} \tn 
% Row Count 1 (+ 1)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
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\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
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\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Act as {[}ROLE{]}}}  \tn
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\mymulticolumn{1}{x{5.377cm}}{Website Designer} \tn 
% Row Count 1 (+ 1)
% Row 1
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\mymulticolumn{1}{x{5.377cm}}{Therapist} \tn 
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\mymulticolumn{1}{x{5.377cm}}{Prompt Engineer} \tn 
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\mymulticolumn{1}{x{5.377cm}}{Project Manager} \tn 
% Row Count 4 (+ 1)
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\mymulticolumn{1}{x{5.377cm}}{Mindset Coach} \tn 
% Row Count 5 (+ 1)
% Row 5
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% Row 7
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\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Code Generation}}  \tn
% Row 0
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\mymulticolumn{1}{x{5.377cm}}{Can you generate code for {[}add specific programming task or problem{]} in {[}specify programming language or framework{]}?} \tn 
% Row Count 3 (+ 3)
% Row 1
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{{[}Example{]}: Can you generate code for a function that takes a list of n integers and returns a new list of only even numbers from the input list? I want you to create this function in the Python language.} \tn 
% Row Count 8 (+ 5)
% Row 2
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{What is the most efficient or elegant way to generate code for {[}insert specific programming task or solution{]} in {[}insert programming language or framework{]}?} \tn 
% Row Count 12 (+ 4)
% Row 3
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{{[}Example{]}: What is the most efficient way to write code in JavaScript to find the sum of the list of integers?} \tn 
% Row Count 15 (+ 3)
% Row 4
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Is there a library or tool that can assist with generating code for {[}insert specific programming task or goal{]} in {[}insert programming language or framework{]}?} \tn 
% Row Count 19 (+ 4)
% Row 5
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{{[}Example{]}: Is there any library or tool that can help me generate code for working with dates in Java?} \tn 
% Row Count 22 (+ 3)
% Row 6
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Write a {[}language{]} function to filter {[}data structure{]} based on {[}condition{]} with the following inputs: {[}input variables{]} and expected output: {[}output description{]}.} \tn 
% Row Count 26 (+ 4)
% Row 7
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{{[}Example{]}: Write a Python function to filter a list of integers based on whether they are greater than 5, with the following input variables:  Input: list of integers  Expected output: a new list containing only the integers greater than 5.} \tn 
% Row Count 31 (+ 5)
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\vfill
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\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Code Generation (cont)}}  \tn
% Row 8
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\mymulticolumn{1}{x{5.377cm}}{Design a {[}language{]} algorithm to solve {[}problem{]} using {[}strategy or technique{]}.} \tn 
% Row Count 2 (+ 2)
% Row 9
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{{[}Example{]}: Design a C++ algorithm to find the maximum element in an array using the divide and conquer strategy.} \tn 
% Row Count 5 (+ 3)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
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\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
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\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Code Refactoring}}  \tn
% Row 0
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% Row Count 2 (+ 2)
% Row 1
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{Optimize the following {[}language{]} code for lower memory usage: {[}code snippet{]}.} \tn 
% Row Count 4 (+ 2)
% Row 2
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Refactor the following {[}language{]} code to improve its error handling: {[}code snippet{]}.} \tn 
% Row Count 6 (+ 2)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
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\begin{tabularx}{5.377cm}{X}
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% Row 0
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% Row Count 2 (+ 2)
% Row 1
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{Analyze the sentiment of the following product review: {[}product review{]}.} \tn 
% Row Count 4 (+ 2)
% Row 2
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{List out the key phrases in the social media posts: {[}social media post{]}.} \tn 
% Row Count 6 (+ 2)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
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\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
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\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Personalized Development Learning}}  \tn
% Row 0
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\mymulticolumn{1}{x{5.377cm}}{What are the available free resources to learn {[}programming language/technology{]}?} \tn 
% Row Count 2 (+ 2)
% Row 1
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{What learning path should I follow to become a proficient {[}IT job role{]}?} \tn 
% Row Count 4 (+ 2)
% Row 2
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Suggest coding challenges or competitions improve my {[}programming language/technology{]} skills.} \tn 
% Row Count 6 (+ 2)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
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\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
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\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Requirement Analysis}}  \tn
% Row 0
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% Row Count 2 (+ 2)
% Row 1
\SetRowColor{white}
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% Row Count 5 (+ 3)
% Row 2
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Convert the following project requirements into user stories: {[}project requirements{]}.} \tn 
% Row Count 7 (+ 2)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
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\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Create a {[}TASK{]}}}  \tn
% Row 0
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% Row Count 1 (+ 1)
% Row 1
\SetRowColor{white}
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% Row Count 2 (+ 1)
% Row 2
\SetRowColor{LightBackground}
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% Row Count 3 (+ 1)
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\SetRowColor{LightBackground}
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% Row Count 7 (+ 1)
% Row 7
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% Row Count 8 (+ 1)
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% Row Count 9 (+ 1)
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% Row Count 10 (+ 1)
% Row 10
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\mymulticolumn{1}{x{5.377cm}}{Analysis} \tn 
% Row Count 11 (+ 1)
% Row 11
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% Row Count 12 (+ 1)
% Row 12
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Sales Copy} \tn 
% Row Count 13 (+ 1)
% Row 13
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% Row Count 14 (+ 1)
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% Row Count 15 (+ 1)
% Row 15
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% Row Count 16 (+ 1)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
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\begin{tabularx}{5.377cm}{X}
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\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Code Completion}}  \tn
% Row 0
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\mymulticolumn{1}{x{5.377cm}}{Complete the {[}language{]} code that {[}function{]}: code snippet} \tn 
% Row Count 2 (+ 2)
% Row 1
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{{[}Example{]}: Complete the Python code that takes the list of integers and returns the sum of all elements:   def sum\_list(nums):} \tn 
% Row Count 5 (+ 3)
% Row 2
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Complete the {[}language{]} code to convert {[}data structure{]} into {[}output format{]}: {[}code snippet{]}.} \tn 
% Row Count 7 (+ 2)
% Row 3
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{{[}Example{]}: Complete the Java code to convert an integer into a string: import java.util.*;  public class Example\{} \tn 
% Row Count 10 (+ 3)
% Row 4
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Finish the {[}language{]} implementation of a multithreading solution for {[}problem{]}} \tn 
% Row Count 12 (+ 2)
% Row 5
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{{[}Example{]}: Finish the Java implementation of a multithreading solution for a program that calculates the sum of even and odd numbers in a given range.  import java.util.*;  public class evenodd \{} \tn 
% Row Count 16 (+ 4)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
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\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
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\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Automated Testing}}  \tn
% Row 0
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\mymulticolumn{1}{x{5.377cm}}{Write a test script for the given {[}language{]} code that covers {[}functional/non-functional{]} testing.} \tn 
% Row Count 2 (+ 2)
% Row 1
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{Design a performance testing strategy for a {[}web/mobile{]} app for {[}resource usage, latency, and throughput{]}.} \tn 
% Row Count 5 (+ 3)
% Row 2
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Create a test suite for a {[}language{]} library or framework that validates its functionality and stability.} \tn 
% Row Count 8 (+ 3)
% Row 3
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{Create an end-to-end testing strategy for a {[}mobile/web{]} app that covers critical user workflows.} \tn 
% Row Count 10 (+ 2)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
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\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Code Translation}}  \tn
% Row 0
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\mymulticolumn{1}{x{5.377cm}}{Translate the following {[}language{]} code for calculating the average of user input numbers into {[}desired language{]}: {[}code snippet{]}.} \tn 
% Row Count 3 (+ 3)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
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\begin{tabularx}{5.377cm}{X}
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\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Algorithm Development}}  \tn
% Row 0
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\mymulticolumn{1}{x{5.377cm}}{Write a heuristic algorithm to solve a specific problem: {[}problem description{]}} \tn 
% Row Count 2 (+ 2)
% Row 1
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{{[}Example{]}: Write a heuristic algorithm to solve a travel salesman problem.} \tn 
% Row Count 4 (+ 2)
% Row 2
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Analyze the following machine learning algorithm to improve its accuracy: {[}algorithm/pseudocode{]}.} \tn 
% Row Count 6 (+ 2)
% Row 3
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{{[}Example{]}: Consider that we have a current algorithm that predicts customers' sentiments. The text prompt would be: Analyze the following machine learning algorithm to improve its accuracy:   Compile a database of client reviews together with the associated emotions (good or negative). Clean up the text and transform it to a numerical representation (such as bag-of-words) to prepare the data. Create training and test sets from the dataset. Utilize the training set to train a Naive Bayes classifier. Use measures like accuracy, precision, recall, and F1 score to assess the classifier's performance on the test set.} \tn 
% Row Count 19 (+ 13)
% Row 4
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Create a streaming algorithm to process data in real-time for {[}a specific purpose{]}.} \tn 
% Row Count 21 (+ 2)
% Row 5
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{{[}Example{]}: Create a streaming algorithm to process data in real-time for the stock market.} \tn 
% Row Count 23 (+ 2)
% Row 6
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Assess the trade-offs of the given algorithm in terms of performance and resource usage: {[}algorithm or pseudocode{]}.} \tn 
% Row Count 26 (+ 3)
% Row 7
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{{[}Example{]}: Asses the trade-offs of the following algorithm in terms of performance and resource usage:} \tn 
% Row Count 29 (+ 3)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

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% Row 0
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\mymulticolumn{1}{x{5.377cm}}{Spreadhseet} \tn 
% Row Count 1 (+ 1)
% Row 1
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{Code} \tn 
% Row Count 2 (+ 1)
% Row 2
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Roch TEXT} \tn 
% Row Count 3 (+ 1)
% Row 3
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{Summary} \tn 
% Row Count 4 (+ 1)
% Row 4
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{XML} \tn 
% Row Count 5 (+ 1)
% Row 5
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{Graphs} \tn 
% Row Count 6 (+ 1)
% Row 6
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{CSV file} \tn 
% Row Count 7 (+ 1)
% Row 7
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\mymulticolumn{1}{x{5.377cm}}{Gantt Chart} \tn 
% Row Count 8 (+ 1)
% Row 8
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{JSON} \tn 
% Row Count 9 (+ 1)
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% Row Count 10 (+ 1)
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\mymulticolumn{1}{x{5.377cm}}{File} \tn 
% Row Count 11 (+ 1)
% Row 11
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\mymulticolumn{1}{x{5.377cm}}{HTML} \tn 
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% Row 12
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\mymulticolumn{1}{x{5.377cm}}{Markdown} \tn 
% Row Count 13 (+ 1)
% Row 13
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{A List} \tn 
% Row Count 14 (+ 1)
% Row 14
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{PDF} \tn 
% Row Count 15 (+ 1)
% Row 15
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{A Table} \tn 
% Row Count 16 (+ 1)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
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\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
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\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Networking and Security}}  \tn
% Row 0
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Create a secure {[}language{]} function that performs {[}specific task{]} while preventing {[}security threat or vulnerability{]}.} \tn 
% Row Count 3 (+ 3)
% Row 1
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{{[}Example{]}: Write a secure Python function or module that performs password hashing while preventing SQL injection attacks.} \tn 
% Row Count 6 (+ 3)
% Row 2
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Design a secure protocol for {[}specific use case{]} for my {[}app/website{]}.} \tn 
% Row Count 8 (+ 2)
% Row 3
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{{[}Example{]}: Design a secure and efficient protocol for secure communication between a client and a server over the Internet.} \tn 
% Row Count 11 (+ 3)
% Row 4
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Evaluate the security of the given {[}language{]} code when interacting with {[}external service/API{]}.} \tn 
% Row Count 13 (+ 2)
% Row 5
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{{[}Example{]}: Evaluate the security of the given Python code when interacting with a database:} \tn 
% Row Count 15 (+ 2)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
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\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Networking and Security}}  \tn
% Row 0
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Create a secure {[}language{]} function that performs {[}specific task{]} while preventing {[}security threat or vulnerability{]}.} \tn 
% Row Count 3 (+ 3)
% Row 1
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{{[}Example{]}: Write a secure Python function or module that performs password hashing while preventing SQL injection attacks.} \tn 
% Row Count 6 (+ 3)
% Row 2
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Design a secure protocol for {[}specific use case{]} for my {[}app/website{]}.} \tn 
% Row Count 8 (+ 2)
% Row 3
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{{[}Example{]}: Design a secure and efficient protocol for secure communication between a client and a server over the Internet.} \tn 
% Row Count 11 (+ 3)
% Row 4
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Evaluate the security of the given {[}language{]} code when interacting with {[}external service/API{]}.} \tn 
% Row Count 13 (+ 2)
% Row 5
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{{[}Example{]}: Evaluate the security of the given Python code when interacting with a database:} \tn 
% Row Count 15 (+ 2)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
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\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Code Review}}  \tn
% Row 0
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Review the following {[}language{]} code for code smells and suggest improvements: {[}code snippet{]}.} \tn 
% Row Count 2 (+ 2)
% Row 1
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{Review the following {[}language{]} code for scalability issues: {[}code snippet{]}.} \tn 
% Row Count 4 (+ 2)
% Row 2
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Evaluate the following {[}language{]} code for compatibility with {[}technology{]}: {[}code snippet{]}.} \tn 
% Row Count 6 (+ 2)
% Row 3
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{Evaluate the test coverage of the {[}language{]} code: {[}code snippet{]}.} \tn 
% Row Count 8 (+ 2)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}

\begin{tabularx}{5.377cm}{X}
\SetRowColor{DarkBackground}
\mymulticolumn{1}{x{5.377cm}}{\bf\textcolor{white}{Bug Detection}}  \tn
% Row 0
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Locate any logical errors in the following {[}language{]} code snippet: {[}code snippet{]}} \tn 
% Row Count 2 (+ 2)
% Row 1
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{{[}Example{]}: Locate any logical errors in the following JavaScript code: {[}code snippet{]}} \tn 
% Row Count 4 (+ 2)
% Row 2
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Find the performance issues in the {[}language{]} code: code snippet.} \tn 
% Row Count 6 (+ 2)
% Row 3
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{{[}Example{]}: Find the performance issues in the Python code: {[}code snippet{]}} \tn 
% Row Count 8 (+ 2)
% Row 4
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Check for potential deadlock issues in the {[}language{]} code: code snippet.} \tn 
% Row Count 10 (+ 2)
% Row 5
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{Check the potential deadlock issues in Java code: {[}code snippet{]}} \tn 
% Row Count 12 (+ 2)
% Row 6
\SetRowColor{LightBackground}
\mymulticolumn{1}{x{5.377cm}}{Analyze the following {[}language{]} code and determine potential SQL injection vulnerabilities: {[}code snippet{]}} \tn 
% Row Count 15 (+ 3)
% Row 7
\SetRowColor{white}
\mymulticolumn{1}{x{5.377cm}}{{[}Example{]}: Analyze the following PHP code and determine potential SQL injection vulnerabilities: {[}code snippet{]}} \tn 
% Row Count 18 (+ 3)
\hhline{>{\arrayrulecolor{DarkBackground}}-}
\end{tabularx}
\par\addvspace{1.3em}


% That's all folks
\end{multicols*}

\end{document}