The ChatGPT Cheat Sheet

This cheat sheet illustrates the diverse abilities of OpenAI’s ChatGPT for developers and content creators to enhance their proficiency in large language model prompting across various domains including media content creation, natural language processing, and programming.

Table of Contents:

1. NLP Tasks
2. Code
3. Structured Output Styles
4. Unstructured Output Styles
5. Media Types
6. Meta ChatGPT
7. Expert Prompting

1. NLP Tasks

• Text Generation: Create introductory paragraphs for novels.
• Summarization: Condense text into a brief summary.
• Open Domain Question Answering: Provide specific answers to factual questions.
• Paraphrasing: Reword text while retaining meaning.
• Sentiment Analysis: Evaluate sentiment as positive, negative, or neutral.
• Table to Text & Text to Table: Convert between structured data and written descriptions.
• Token Classification: Identify named entities in text.
• Dataset Generation: Create additional data points from training data.
• Machine Translation: Translate text between languages.

2. Code

• Code Generation: Develop code snippets in various programming languages.
• Code Explanation: Provide detailed explanations of code functionality.
• Docstring Generation: Write descriptive docstrings for functions.
• Programming Language Conversion: Convert code between languages.
• Data Object Conversions: Transform data formats like JSON to XML.
• Knowledge Graph Generation: Create nodes and edges from text descriptions.
• HTML to Text (Web Scraping): Extract text from HTML formatting.

3. Structured Output Styles

• List: Generate lists of items.
• Numbered List: Create enumerated lists.
• Headings and Subheadings: Organize text with structure for better readability.
• Tables: Present information in table format.

4. Unstructured Output Styles

• Narrative Modes: Write in first, second, or third person.
• Formal and Informal: Adapt writing style to formal or casual tones.
• Personas: Emulate different writing personas like influencers.
• Custom Text Manipulation: Modify text according to specific stylistic criteria.

5. Media Types

• Write Social Media Posts: Craft engaging social media content.
• Write Blogs: Create blog posts on diverse topics.
• Write Emails: Compose professional emails, such as sales pitches.
• Write Poems: Generate poems with specific rhyme and meter.
• Write Songs: Develop song lyrics with accompanying guitar chords.
• Write Resumes/Cover Letters: Draft resumes for various professions.

6. Meta ChatGPT

• Ask ChatGPT About Its Own Capabilities: Inquire about its ability to structure text.
• Correct ChatGPT on Its Knowledge: Ensure accurate information output.
• Ask ChatGPT to Expand on Answers: Request more detailed responses.

7. Expert Prompting

• Prompt with Simultaneous Conditions: Use multiple criteria to enhance output specificity.

This cheat sheet provides a comprehensive overview of ChatGPT's functionalities, showcasing its versatility in crafting organized and creative content across different dimensions.