v3.md

Debugging and Error Handling

• Debug a given code snippet that is throwing an error
• Identify and fix logic errors in a given code snippet
• Implement error handling for potential exceptions in a given code snippet
• Troubleshoot and resolve a specific runtime error in a program
• Add logging statements to a given code snippet for better debugging
• Write custom error messages for specific exceptions in a program
• Create a debugging plan to systematically identify and resolve issues in a program
• Debug a given code snippet and identify the root cause of the error
• Provide step-by-step instructions to reproduce and fix a reported bug
• Implement error handling for a specific exception in a given code snippet
• Suggest improvements to error messages to make them more user-friendly and informative
• Analyze a stack trace and identify the source of the exception
• Implement a try-catch block to handle potential exceptions in a given code snippet
• Suggest logging and monitoring techniques to help with debugging and error tracking
• Implement defensive programming techniques to prevent common errors in a given code snippet
• Design an algorithm to solve a specific problem based on given requirements

Performance Optimization

• Profile a given code snippet to identify performance bottlenecks
• Optimize a program's memory usage by identifying and resolving memory leaks
• Implement multithreading or parallel processing to improve a program's performance
• Use caching techniques to speed up frequently accessed data in a program
• Analyze and optimize database queries in a given code snippet
• Implement lazy loading or eager loading strategies to optimize resource usage
• Conduct performance tests and suggest improvements based on the results
• Use debugging tools to identify performance bottlenecks and optimize a given code snippet

Code Review and Best Practices

• Review a given code snippet and provide feedback on code quality and best practices
• Refactor a given code snippet to adhere to SOLID principles
• Analyze a given code snippet for adherence to a specific coding style guide
• Provide suggestions to improve the documentation and comments in a given code snippet
• Review a pull request and provide constructive feedback for improvement
• Identify and fix potential code smells in a given code snippet
• Suggest design pattern implementations to improve the structure of a given code snippet
• Write unit tests to verify the expected behavior and handle potential edge cases

Creative Writing

• Write a continuation of the provided story in the same style and tone
• Generate a dialogue between two characters from the given text
• Create a poem inspired by the themes or events described in the passage
• Produce a news article based on information presented in the text
• Write a persuasive essay arguing for or against a position stated in the text
• Compose a descriptive paragraph about a setting mentioned in the story
• Generate a short story using the same characters from the given text
• Create a transcript of how the characters in the text might discuss a topic
• Write a speech in the style of a character or figure mentioned in the passage
• Generate a series of social media posts reacting to events in the given text

Sentiment Analysis

• Determine the overall sentiment (positive, negative, neutral) of the text
• Identify and label the emotions conveyed by different passages in the text
• Highlight words and phrases that express strong emotions or opinions
• Analyze how the emotional tone of the text shifts from beginning to end
• Detect sarcasm, irony or other subtle forms of expression in the passage
• Determine the attitude of the author or characters towards a topic in the text
• Assess the intensity of emotions expressed in different parts of the story
• Identify the most emotionally charged sentences in the given text
• Compare the emotional tone of two different passages or characters
• Generate an emotional arc map charting sentiment over the course of the text

Sentiment Analysis (Granular)

• Analyze the sentiment of movie or product reviews on a 5-point scale
• Determine the overall sentiment of comments on a news article or blog post
• Identify the most positive and negative sentences within a given review
• Analyze the sentiment of customer feedback for different aspects of a product/service
• Compare the sentiment around a topic across different sources or time periods
• Determine the emotional tone of different characters' dialogue in a story
• Identify sarcasm and irony in social media posts and online comments
• Analyze the sentiment of employee feedback or reviews of a company
• Assess the public sentiment around a brand based on social media chatter
• Determine the most common emotions expressed in a set of customer service interactions

Named Entity Recognition

• Identify and label all people, places and organizations mentioned in the text
• Extract key dates, times, quantities and other numerical data from the passage
• Highlight and categorize any products, services or brands referred to in the text
• Identify the most frequently mentioned entities (names, places, etc.) in the story
• Create a knowledge graph of relationships between entities in the given text
• Extract any physical addresses, phone numbers, or email addresses from the text
• Determine the central person, place or thing that the passage revolves around
• Identify job titles, roles and other positions held by people mentioned in the text
• Extract and standardize variations of the same entity name from the given text
• Generate a list of key terms and phrases that represent the main topics of the text

Text Classification

• Classify news articles into different categories like sports, politics, entertainment, etc.
• Categorize customer reviews as positive, negative or neutral based on sentiment
• Identify whether an email is spam or not spam based on its content and metadata
• Determine which genre a given book or movie synopsis belongs to
• Classify social media posts or tweets into predefined topics or hashtags
• Categorize job postings into different industries or job functions
• Identify whether a piece of text is written in a formal or informal style
• Determine the target audience of a given article or blog post
• Classify whether a product description is relevant to a specific search query
• Categorize survey responses into different buckets based on sentiment and topic

Reading Comprehension

• Answer multiple-choice questions about a given passage or article
• Identify the main idea and supporting details in a complex text
• Determine the meaning of unknown words based on context clues
• Make inferences and draw conclusions based on information in the text
• Compare and contrast different viewpoints or arguments presented in an article
• Summarize the key points of a lengthy document in a few sentences
• Identify cause-and-effect relationships described in a passage
• Locate specific facts or pieces of information within a larger document
• Determine the sequence of events in a story or historical account
• Identify the most relevant information in a text to answer a given question

Analyze and Evaluate

• Assess the strength of arguments presented in an opinion piece
• Determine the credibility and reliability of sources cited in an article
• Identify potential biases or points of view in a written text
• Evaluate the effectiveness of an author's use of literary devices or techniques
• Determine whether a piece of text is fact or opinion based
• Assess the logical flow and coherence of ideas in an essay or article
• Identify any gaps or inconsistencies in an argument or explanation
• Evaluate the relevance and sufficiency of evidence provided to support a claim
• Determine the target audience and purpose of a given text
• Assess whether a text effectively achieves its intended purpose or goal

Topic Modeling

• Identify the main themes in a collection of customer reviews or feedback
• Uncover hidden topics in a large dataset of social media posts or news articles
• Determine the most frequently discussed issues in a set of political speeches
• Identify trends and patterns in a company's internal documents or reports
• Discover the main talking points in a series of interviews or focus group transcripts
• Identify the key topics covered in a set of academic research papers
• Uncover the main themes in a collection of historical documents or letters
• Determine the most common topics of discussion in a set of meeting minutes
• Identify the central themes in a series of blog posts or articles on a website
• Discover the main areas of interest or expertise of different authors or sources

Intent Recognition

• Identify the user intent behind search queries or customer support inquiries
• Determine whether a user is asking a question, making a request, or expressing a complaint
• Identify the specific product or service a customer is inquiring about in a message
• Determine the desired action or outcome behind a user's voice command or chatbot input
• Identify whether a social media post is expressing an intent to purchase a product
• Determine the level of urgency or priority behind a customer's request or inquiry
• Identify the specific type of information or assistance a user is seeking in a query
• Determine whether a user is providing positive or negative feedback in a comment
• Identify the intended recipient or department for a customer inquiry or complaint
• Determine the most likely next action or step based on a user's stated intent

Information Extraction

• Extract product and brand names referenced within the given passage
• Locate and highlight dates, times and other temporal expressions in the text
• Identify mentions of monetary values and currencies in the given text
• Tag named entities and label them by type (person, location, organization, etc.)

Text Summarization

• Generate a one-sentence summary that captures the main point of the passage
• Create separate summaries for each subsection or topic within the given text
• Produce a bullet-point summary highlighting the key facts from the passage
• Write a short abstract summarizing the purpose, methods and findings in the text
• Summarize the text from a specific point of view or perspective (e.g. 1st person)
• Condense the given text into a summary while preserving the original tone/style

Question Answering

• Answer who, what, when, where, why and how questions about the given text
• Provide the most relevant excerpt from the text to answer a specific question
• Generate potential exam or quiz questions based on information in the passage
• Explain how the text answers a related question not directly addressed in it
• Determine whether the given text contains the answer to a particular question
• Synthesize information from the text to answer an inferential or analytical question

Text Generation

• Continue the story or passage by generating additional creative sentences
• Compose a short poem or song lyrics inspired by themes from the given text
• Generate a dialogue between characters mentioned in the passage
• Write a news article based on events described in the fictional text
• Create product descriptions for objects featured in the given text
• Produce a short screenplay scene based on an excerpt from the passage

Analyzing Rhetorical Techniques

• Explain how the author's word choice affects the tone of the given text
• Infer the author's purpose, motivation or intended audience based on the passage
• Identify the strongest evidence from the text to support a given statement
• Determine whether a claim is supported or contradicted by information in the text
• Assess which piece of evidence from the text best supports a conclusion
• Decide if a statement is an objective fact, subjective opinion, or reasoned judgment

Translation

• Translate the given text from English into another specified language
• Identify the original language of the text and translate it into English
• Translate English idioms and colloquialisms into more universal phrasing
• Provide a literal translation of the text alongside a more figurative one
• Translate the text into a different regional dialect or formality level of English
• Adapt the translated text to account for cultural context and connotations

Text Classification

• Categorize the given news articles by topic (e.g. politics, sports, technology)
• Classify customer reviews as positive, negative or neutral in sentiment
• Tag emails as spam or not spam based on their content and metadata
• Label social media posts with the appropriate emotion (e.g. happy, sad, angry)
• Sort a list of books into fiction and non-fiction categories
• Determine if a given piece of text is written in a formal or informal style
• Identify if a tweet or post is spreading misinformation or fake news
• Classify job postings by industry (e.g. healthcare, finance, education)
• Categorize survey responses into predefined themes or buckets
• Label images based on the text descriptions provided for each one

Writing Analysis

• Identify the author's purpose or main argument in the given opinion piece
• Determine if the provided product review is recommending the item or not
• Assess the strength of evidence used to support claims made in the text
• Evaluate the overall persuasiveness and coherence of the given essay
• Explain how the author uses rhetorical devices in the provided speech
• Identify any logical fallacies or faulty reasoning present in the argument
• Determine the target audience for the given advertisement based on its text
• Assess whether the given scientific article provides enough background info
• Identify the most compelling pieces of data that support the main claim
• Evaluate the quality and reliability of sources cited in the given research paper

Topic Extraction

• Extract the main discussion topics from a set of meeting transcripts
• Identify common themes across a collection of short stories
• Determine the central topics covered in a series of news articles
• Find the key skills and qualifications asked for across job descriptions
• Uncover trending discussion themes in a set of social media posts
• Extract the main topics of customer feedback from product review data
• Identify the most frequently mentioned issues in a set of support tickets
• Determine the central themes in a political candidate's campaign speeches
• Uncover patterns and trends in topics across a company's press releases
• Identify relationships between topics mentioned in a group of documents

Intent Determination

• Determine if the user is asking a question or making a statement
• Identify if the customer has an intent to purchase based on an inquiry
• Categorize the type of support needed based on a customer's message
• Determine if a search query is informational, navigational or transactional
• Identify the specific action being requested in an email (e.g. review, reply, forward)
• Assess if a social media post is intended to inform, persuade or entertain
• Determine the type of recommendation being asked for in a forum post
• Identify the main objective behind a set of meeting agenda items
• Categorize a user's intent as a complaint, suggestion, or general feedback
• Determine a student's learning goal based on their course enrollment

Paraphrasing and Editing

• Paraphrase the given paragraph while preserving the original meaning
• Translate the provided text from English into Spanish, French, and German
• Proofread the passage and correct any grammar, spelling or punctuation errors
• Edit the given text to improve clarity, concision and overall readability
• Rewrite the text in the distinctive writing style of a famous author
• Modify the passage to match the tone and voice of a trusted news anchor
• Simplify the given technical jargon into layman's terms
• Adapt the text to be easily understood by a 5th grade student
• Transform the formal text into a more casual, conversational style
• Rewrite the passage in the dialect of a specific English-speaking region

Data Analysis

• Identify trends and patterns in the provided dataset
• Calculate relevant summary statistics for the given data
• Spot any potential outliers or anomalies in the dataset
• Determine the type of chart that best visualizes the given data
• Create a pivot table to summarize the data by key dimensions
• Segment the given data into meaningful groups or clusters
• Highlight the most important insights from the dataset
• Identify correlations between different variables in the data
• Forecast future values based on historical data trends
• Design an infographic to present the key data in a visual format

Logic and Reasoning

• Identify the premises and conclusion of the given argument
• Determine if the provided argument is inductive or deductive
• Spot any logical fallacies or flaws in the given reasoning
• Draw a valid conclusion based on the information provided
• Explain the logical steps needed to solve the given puzzle
• Identify any unstated assumptions in the provided argument
• Determine if the given statements are logically consistent
• Analyze the argument to determine if the conclusion follows from the premises
• Identify any counterexamples that disprove the given generalization
• Explain the line of reasoning that leads to the solution of the given problem

Creative Writing Prompts

• Generate a short story based on the given plot outline
• Create a poem inspired by the provided theme or topic
• Write a news article covering the key points from the given press release
• Compose a persuasive essay arguing for the given stance on a controversial topic
• Generate a product description based on the provided features and benefits

Idea Generation

• Brainstorm a list of potential solutions to the given problem
• Generate a mind map exploring the various aspects of the given topic
• Create a list of unique and creative ideas for a new invention based on the given criteria
• BrainstHere is the classification of the assignments into different categories: