🤖 What is Auto-GPT

Auto-GPT is a state-of-the-art language processing AI capable of completing tasks autonomously. It is a versatile tool that can be used in a wide range of applications, including natural language processing, chatbots, and writing assistants, among others. One of the primary benefits of Auto-GPT is its ability to understand and generate human-like language. Whether it is writing a complex report, responding to customer inquiries, or generating personalized content, Auto-GPT is the ultimate solution.

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🎁 Benefits:

its ability to learn from its experiences. It uses advanced machine learning algorithms to analyze and learn from data, enabling it to improve its performance over time. This makes it a highly valuable tool for businesses and organizations that want to improve their operations and increase efficiency.

🥇 Usecases

Use cases for Auto-GPT are numerous. For instance, it can be used to create personalized content for an online e-commerce store or generate news articles for a news website. It can also be used to create highly engaging chatbots that can interact with customers in real-time.

we curated list for:

Classical tasks (that can be done also in the chat)
Sophisticate that cannot be perofmed on the chat
More complicated that evovlve search on the web
Advanced Business usecases
Advanced Development and machine learning usecases
Advanced marketing
University and school tasks

🪜 If you want to add category please create Pull-request!

Classical tasks (that can be done also in the chat)

Category	Task Type	Relevant Prompt
Translation	Language Translation	"Translate the following sentence from English to Spanish: "The cat sat on the mat.""
Summarization	Text Summarization	"Summarize the key points of this article on climate change."
Question Answering	Answering Questions	"What is the capital city of France?"
Text Generation	Creative Writing	"Write a short story about a man who discovers a hidden treasure."
Sentiment Analysis	Sentiment Analysis	"Determine the sentiment of this customer review of a restaurant."
Language Generation	Poetry Writing	"Write a poem about the beauty of nature."
Chatbot	Conversational AI	"Engage in a conversation with a customer who is interested in buying a new car."
Speech Recognition	Speech-to-Text Transcription	"Transcribe this audio recording of a lecture on biology."
Speech Synthesis	Text-to-Speech Conversion	"Convert this written text into a spoken voice message."
Image Recognition	Object Recognition	"Identify the objects in this image of a kitchen."
Image Generation	Creative Art	"Generate a digital painting of a landscape scene."
Audio Analysis	Sound Classification	"Classify this audio clip as either a dog bark or a car horn."
Audio Generation	Music Composition	"Compose a short piece of music in the style of Mozart."
Data Analysis	Statistical Analysis	"Analyze this dataset and find correlations between variables A and B."
Information Retrieval	Web Search	"Search the web for articles on the benefits of meditation."
Knowledge Base	Fact Checking	"Verify the accuracy of the statement 'The moon is made of green cheese.'"
Language Modeling	Auto-Completion	"Suggest the next word in this sentence: 'The quick brown ___'"
Machine Translation	Document Translation	"Translate this legal document from French to English."
Text Classification	Text Categorization	"Categorize this news article as either political or entertainment."
Text Editing	Grammar Correction	"Correct the grammar errors in this sentence: 'Me and my friend is going to the park.'"

Sophisticate that cannot be perofmed on the chat

Category	Task Type	Relevant Prompt
Social Media	Post Creation	"Write a tweet promoting a new product launch."
Social Media	Commenting	"Write a comment on a Facebook post about a recent news article."
Blogging	Article Writing	"Write a blog post discussing the benefits of a plant-based diet."
Blogging	Commenting	"Leave a comment on a blog post about the future of technology."
E-commerce	Product Description	"Write a product description for a new line of sustainable clothing."
E-commerce	Customer Service	"Respond to a customer inquiry about a delayed shipment."
Content Creation	Video Script Writing	"Write a script for a YouTube video tutorial on how to use a new software program."
Content Creation	Podcast Script Writing	"Write a script for a podcast episode discussing the latest developments in artificial intelligence."
SEO	Keyword Research	"Find relevant keywords for a blog post about digital marketing."
SEO	Meta Description Writing	"Write a compelling meta description for a new landing page on a website."
Email Marketing	Newsletter Creation	"Write a newsletter promoting a new sale event for an online retailer."
Email Marketing	Follow-up Emails	"Write a follow-up email to a potential customer who has shown interest in a product."
Online Advertising	Ad Copywriting	"Write ad copy for a Google search ad promoting a new software product."
Online Advertising	Landing Page Creation	"Write content for a new landing page for a vacation rental website."
Forum Posting	Commenting	"Write a comment on a forum post about a recent update to a software program."
Forum Posting	Answering Questions	"Answer a question on a forum about the best way to optimize a website for search engines."
Crowdsourcing	Caption Writing	"Write a caption for an image of a nature scene for a crowdsourced photo gallery website."
Crowdsourcing	User Review Writing	"Write a review of a new restaurant on a crowdsourced review website."
Online Education	Course Content Creation	"Write content for a new online course about digital marketing for beginners."
Online Education	Discussion Facilitation	"Facilitate a discussion forum for an online course about effective leadership."

More complicated that evovlve search

Category	Task Type	Relevant Prompt
Business	Market Research	"Research the top trends in the e-commerce industry and create a report summarizing the findings."
Healthcare	Medical Writing	"Write an article about the latest treatments for multiple sclerosis based on recent medical studies."
Finance	Investment Analysis	"Analyze the performance of a particular stock over the past year and provide a recommendation on whether to buy or sell."
Legal	Contract Drafting	"Draft a contract between two parties for the sale of a piece of real estate, including terms and conditions."
Technology	Software Development	"Write code for a new software feature that will allow users to customize the appearance of their user interface."
Marketing	Content Strategy	"Develop a content strategy for a new marketing campaign, including target audience, messaging, and distribution channels."
Science	Research Paper Writing	"Write a research paper on the effects of climate change on marine biodiversity, including a literature review and analysis of primary data."
Education	Course Curriculum Development	"Develop a curriculum for a new online course on digital marketing, including lesson plans, activities, and assessments."
Creative Writing	Storytelling	"Write a short story that incorporates the themes of love, loss, and redemption."
Journalism	News Article Writing	"Write an article covering the recent protests in a particular city, including interviews with protestors and law enforcement officials."

Advanced Business usecases

Category	Task Type	Relevant Prompt
Market Research	Competitive Analysis	"Conduct a competitive analysis of the top three companies in the outdoor gear industry, including market share, pricing, and product offerings."
Market Research	Customer Segmentation	"Segment the customer base of a new subscription-based meal delivery service, including demographics, psychographics, and purchase behavior."
Marketing	Brand Positioning	"Develop a brand positioning strategy for a new luxury fashion line, including target audience, unique selling proposition, and messaging."
Marketing	Campaign Optimization	"Optimize a current digital marketing campaign for a B2B software company, including ad copy, targeting, and bidding strategy."
Finance	Financial Modeling	"Develop a financial model to forecast the revenue and expenses of a new restaurant venture, including sensitivity analysis and break-even analysis."
Finance	Investment Strategy	"Develop an investment strategy for a high-net-worth individual looking to diversify their portfolio, including asset allocation, risk tolerance, and tax implications."
Operations	Supply Chain Optimization	"Optimize the supply chain for a consumer electronics company to reduce lead times and improve product availability, including inventory management and logistics."
Operations	Production Planning	"Develop a production plan for a new line of organic skincare products, including capacity planning, scheduling, and quality control."
Sales	Sales Strategy	"Develop a sales strategy for a B2B software company targeting small and medium-sized businesses, including sales channels, pricing, and sales team structure."
Sales	Sales Forecasting	"Develop a sales forecast for a new product launch in the home automation market, including market sizing, sales pipeline analysis, and revenue projections."
Human Resources	Talent Acquisition	"Develop a talent acquisition strategy for a rapidly growing tech startup, including sourcing channels, recruitment process, and onboarding."
Human Resources	Employee Engagement	"Develop an employee engagement program for a global consulting firm, including recognition programs, wellness initiatives, and diversity and inclusion efforts."
Business Strategy	Mergers & Acquisitions	"Develop an acquisition strategy for a large healthcare company looking to expand into new geographic markets, including target identification, due diligence, and integration planning."
Business Strategy	Diversification Strategy	"Develop a diversification strategy for a mid-sized consumer goods company looking to expand into new product categories, including market analysis, risk assessment, and strategic partnerships."
Project Management	Project Planning	"Develop a project plan for the construction of a new office building, including scope, schedule, budget, and risk management."
Project Management	Project Execution	"Execute a project plan for the launch of a new e-commerce platform, including team management, stakeholder communication, and issue resolution."
Entrepreneurship	Business Plan Writing	"Write a business plan for a new fintech startup, including market analysis, product development, financial projections, and go-to-market strategy."
Entrepreneurship	Pitch Deck Creation	"Create a pitch deck for a new mobile app, including market opportunity, product features, revenue model, and investor ask."
Change Management	Change Strategy	"Develop a change management strategy for a large manufacturing company undergoing a digital transformation, including stakeholder analysis, communication plan, and training program."
Change Management	Change Implementation	"Implement a change management plan for the adoption of a new project management software tool, including training sessions, user feedback, and post-implementation evaluation."

Development and machine learning usecases

Category	Task Type	Relevant Prompt
Machine Learning	Data Preparation	"Clean and prepare a dataset of 1 million customer reviews for sentiment analysis, including text normalization, feature extraction, and data sampling."
Machine Learning	Model Development	"Develop a deep learning model for image classification, achieving a minimum accuracy of 95% on a benchmark dataset, including model architecture, training strategy, and performance evaluation."
Web Development	Full Stack Development	"Build a full stack web application using the MERN stack, including user authentication, database integration, and front-end design."
Web Development	E-commerce Development	"Develop an e-commerce website using Shopify, including product catalog, shopping cart, and checkout flow."
DevOps	Infrastructure Automation	"Automate the deployment of a web application using AWS CloudFormation, including network topology, server configuration, and monitoring."
DevOps	Containerization	"Containerize a legacy Java application using Docker, including application packaging, environment variables, and networking."
Data Science	Exploratory Data Analysis	"Conduct exploratory data analysis on a dataset of 10,000 online customer transactions, including data visualization, summary statistics, and correlation analysis."
Data Science	Statistical Modeling	"Develop a statistical model to predict customer churn for a telecom company, achieving an AUC score of at least 0.8, including feature selection, model fitting, and performance evaluation."
Mobile Development	Native App Development	"Develop a native iOS app for a fitness tracking startup, including user registration, data synchronization, and push notifications."
Mobile Development	Hybrid App Development	"Develop a hybrid mobile app using React Native, including app architecture, state management, and device compatibility."
Natural Language Processing	Text Classification	"Develop a text classification model for identifying toxic comments in online forums, achieving a minimum F1 score of 0.8, including data preprocessing, model selection, and hyperparameter tuning."
Natural Language Processing	Named Entity Recognition	"Develop a named entity recognition model for extracting information from clinical trial reports, achieving a minimum F1 score of 0.7, including feature engineering, model training, and error analysis."
Cloud Computing	Serverless Architecture	"Design a serverless architecture for a real-time chat application using AWS Lambda and API Gateway, including scalability, security, and cost optimization."
Cloud Computing	Cloud Migration	"Migrate a legacy web application to the cloud using AWS Migration Hub, including server discovery, workload assessment, and data migration."
Software Engineering	Design Patterns	"Implement the observer pattern in a Java application for real-time data visualization, including interface design, event handling, and testing."
Software Engineering	Code Refactoring	"Refactor a legacy codebase written in Python to improve code quality, maintainability, and performance, including code analysis, testing, and optimization."
Computer Vision	Object Detection	"Develop an object detection model for identifying vehicles in traffic camera footage, achieving a minimum mAP score of 0.8, including dataset preparation, model training, and post-processing."
Computer Vision	Image Segmentation	"Develop an image segmentation model for identifying tumor regions in medical images, achieving a minimum DSC score of 0.8, including data preprocessing, model selection, and evaluation."
Blockchain Development	Smart Contract Development	"Develop a smart contract for a supply chain management platform using Solidity, including contract design, deployment, and testing."
Blockchain Development	Decentralized Application Development	"Develop a decentralized voting application

Advanced marketing

Category	Task Type	Relevant Prompt
SEO	Keyword Research	"Conduct keyword research for a new e-commerce website selling handmade jewelry, including identifying high-volume keywords, analyzing competition, and mapping keywords to content."
SEO	On-page Optimization	"Optimize the on-page elements of a blog post on a health and wellness website for a target keyword, including title tag, meta description, headings, and content structure."
PPC Advertising	Campaign Setup	"Set up a PPC advertising campaign on Google Ads for a home improvement company, including ad copy creation, keyword targeting, and bid management."
PPC Advertising	Conversion Optimization	"Optimize the landing page of a PPC advertising campaign for a software product, including A/B testing, heat mapping, and user behavior analysis."
Email Marketing	Campaign Design	"Design an email marketing campaign for a new line of organic skincare products, including email template design, segmentation, and A/B testing."
Email Marketing	Marketing Automation	"Set up a marketing automation workflow for a real estate agency, including lead nurturing, drip campaigns, and triggered emails."
Social Media Marketing	Content Creation	"Create a social media content calendar for a B2B SaaS company, including content themes, posting schedule, and visual design."
Social Media Marketing	Influencer Marketing	"Develop an influencer marketing strategy for a fashion brand, including influencer research, outreach, and campaign management."
Content Marketing	Content Strategy	"Develop a content marketing strategy for a travel company, including persona research, topic ideation, and distribution planning."
Content Marketing	Content Creation	"Create a series of blog posts for a fintech startup on the topic of personal finance, including keyword optimization, visual design, and content promotion."
Branding	Brand Identity	"Develop a brand identity for a new line of premium pet food, including brand name, logo design, color palette, and visual guidelines."
Branding	Brand Positioning	"Develop a brand positioning strategy for a luxury automobile brand, including market research, competitor analysis, and unique selling proposition."
Market Research	Customer Segmentation	"Conduct customer segmentation for a fashion retailer, including demographic analysis, psychographic profiling, and behavioral segmentation."
Market Research	Competitive Analysis	"Conduct a competitive analysis for a software company, including identifying key competitors, analyzing their strengths and weaknesses, and benchmarking against industry standards."
Event Marketing	Event Planning	"Plan a virtual product launch event for a new line of beauty products, including event format, agenda, and promotion."
Event Marketing	Event Promotion	"Promote a trade show booth for a B2B technology company, including social media advertising, email marketing, and event partnerships."
Video Marketing	Video Production	"Produce a product explainer video for a consumer electronics brand, including scripting, storyboarding, filming, and editing."
Video Marketing	Video Optimization	"Optimize a video advertising campaign on YouTube for a fashion retailer, including targeting, ad format, and performance analysis."
Public Relations	Crisis Management	"Develop a crisis management plan for a food and beverage company in response to a product recall, including media response, customer communication, and brand reputation management."
Public Relations	Media Relations	"Develop a media relations strategy for a nonprofit organization, including identifying key media contacts, developing media pitches, and managing media outreach."

University and school

Category	Task Type	Relevant Prompt
Research	Literature Review	"Conduct a literature review on the impact of social media on mental health, including identifying key studies, analyzing findings, and identifying gaps in the literature."
Research	Data Analysis	"Analyze a dataset on student performance in a K-12 school district, including identifying trends, running statistical tests, and creating visualizations."
Writing	Essay Writing	"Write a 10-page research paper on the topic of climate change, including thesis statement, outline, and proper citation formatting."
Writing	Personal Statement	"Write a compelling personal statement for a college application, including identifying key experiences, crafting a narrative, and highlighting achievements."
Exam Prep	Test Taking Strategies	"Develop a study plan for a student preparing for the SAT, including test-taking strategies, practice exams, and time management techniques."
Exam Prep	Flashcard Creation	"Create a set of flashcards for a student preparing for a biology final exam, including key terms, concepts, and definitions."
Language Learning	Vocabulary Acquisition	"Develop a vocabulary acquisition plan for a student learning Spanish, including selecting appropriate resources, creating flashcards, and tracking progress."
Language Learning	Pronunciation Practice	"Create a pronunciation practice plan for a student learning Mandarin, including identifying challenging sounds, providing audio resources, and giving feedback on pronunciation."
Career Development	Resume Writing	"Write a resume for a recent college graduate seeking a job in marketing, including highlighting relevant skills, education, and experience."
Career Development	Job Search Strategy	"Develop a job search strategy for a student interested in pursuing a career in healthcare, including identifying potential employers, crafting a resume and cover letter, and preparing for interviews."
Academic Planning	Course Selection	"Develop a course selection plan for a high school student interested in pursuing a career in engineering, including identifying relevant courses, evaluating prerequisites, and mapping out a plan of study."
Academic Planning	Degree Planning	"Develop a degree planning strategy for a college student pursuing a degree in psychology, including identifying relevant courses, evaluating prerequisites, and mapping out a plan of study."
Study Abroad	Program Selection	"Select a study abroad program for a college student interested in studying abroad in Spain, including evaluating program options, analyzing costs, and identifying relevant coursework."
Study Abroad	Cultural Preparation	"Develop a cultural preparation plan for a student studying abroad in Japan, including identifying cultural norms, providing language resources, and preparing for potential culture shock."
Academic Support	Tutoring	"Provide tutoring services for a high school student struggling with algebra, including identifying key areas of weakness, providing targeted instruction, and tracking progress."
Academic Support	Study Skills Coaching	"Provide study skills coaching for a college student struggling with time management, including developing a study schedule, providing accountability, and offering feedback."
College Admissions	Application Review	"Review a college application for a high school student applying to multiple universities, including evaluating the application, providing feedback, and identifying areas for improvement."
College Admissions	College List Building	"Build a list of target colleges for a high school student interested in pursuing a degree in business, including evaluating admissions criteria, analyzing costs, and identifying relevant programs."
Grad School Applications	Personal Statement Writing	"Write a personal statement for a graduate school application in the field of education, including crafting a narrative, highlighting relevant experience, and addressing potential weaknesses."
Grad School Applications	Program Selection	"Select a graduate program in the field of computer