Create unique program with ChatGPT
Search and store tool for Chat GPT Prompt
Create unique and engaging program with ChatGPT, a pre-trained language model by OpenAI for generating high-quality and accurate content.
Understanding Coding Styles and Conventions in a given codebase
Generate a summary of the coding styles and conventions used in the given codebase: [repository URL or codebase description].
Analyzing a Codebase for Improvement and Refactoring: A Guide
Analyze the codebase to identify potential areas of improvement or refactoring: [repository URL or codebase description].
Identifying Trends and Patterns in Codebase Development
Identify trends or patterns in the development history of the given codebase: [repository URL or codebase description].
Generating a Report on Codebase Complexity and Maintainability
Generate a report on the complexity and maintainability of the following codebase: [repository URL or codebase description].
How to Analyze a Codebase to Identify Frequently Used Libraries or Dependencies
Analyze the given codebase to identify frequently used libraries or dependencies: [repository URL or codebase description].
Effective Strategies for Coordinating Code Merge or Integration Between Team Members
Assist in coordinating a code merge or integration between [team member 1]'s work and [team member 2]'s work.
The Benefits of Pair Programming: How to Set Up a Successful Session with Your Team Members
Set up a pair programming session between [team member 1] and [team member 2] to implement [specific feature or functionality].
How to Facilitate a Code Review Session for Team Members
Facilitate a code review session between [team member 1] and [team member 2] for the following [language] code: [code snippet].
Generating Proof-of-Concept Code for a Project Idea using a Specific Language: Tips and Techniques
Generate a proof-of-concept [language] code for a [project idea or feature] based on the following requirements: [requirements description].
How to Generate a Data Flow Diagram for [Language]? Step by Step Guide
Generate a data flow diagram for the given [language] code that demonstrates how data is processed: [code snippet].
Generating UML Diagram for [Language] Code Snippet: A Tool for Visualization
Generate a UML diagram for the following [language] code: [code snippet].
Top Online Courses, Tutorials & Books for Learning [programming language or technology]
Recommend online courses, tutorials, or books that focus on [specific topic or concept] in [programming language or technology].
Creating an Effective Learning Path for a Specific Programming Domain
Recommend a learning path to become proficient in [specific programming domain or technology] considering my background in [existing skills or experience].
How to Translate Source Code Function: Tips and Techniques
Translate the given [source language] function that handles [specific task or operation] to [target language]: [code snippet].
Ways to Improve Algorithm Efficiency for Specific Use Cases: Algorithm or Pseudocode
Improve the efficiency of the given algorithm for [specific use case]: [algorithm or pseudocode].
How to Generate Test Cases for a [Language] Function?
Generate test cases for the following [language] function based on the input parameters and expected output: [function signature].
Opinions on API Integration Recommendations for Enhanced Digital Products and Streamlined Processes
Recommend [number] API integrations to enhance our digital products and streamline internal processes. Context: Target audience — [your target audience here] Current digital products — [list your digital products here] Current integrations — [list your current integrations here] Inspiration: "[API integration inspiration one]" "[API integration inspiration two]" "[API integra...
Propose [number] ideas for a loyalty program that rewards customers and encourages repeat business | Loyalty Program for [target audience]
Propose [number] ideas for a loyalty program that rewards our customers for their continued support and encourages repeat business. Context: Target audience — [your target audience here] What I do — [your elevator pitch here] Content topics — [your content topics here] Loyalty program goals — [your loyalty program goals here] Inspiration: "[loyalty program inspiration one]" "[loyalty progr...
Developing Effective Customer Loyalty Programs for Better Brand Advocacy
Develop [number] ideas for a loyalty program that encourages customer retention and promotes brand advocacy. Context: Target audience — [your target audience here] What I do — [your elevator pitch here] Content topics — [your content topics here] Customer retention goals — [your customer retention goals here] Inspiration: "[loyalty program inspiration one]" "[loyalty program inspiration tw...
Creating Unique Loyalty Program Ideas to Foster Customer Loyalty
Create [number] unique ideas for a loyalty program that will encourage repeat business and foster customer loyalty. Context: Target audience — [your target audience here] What I do — [your elevator pitch here] Content topics — [your content topics here] Customer loyalty goals — [your customer loyalty goals here] Inspiration: "[loyalty program inspiration one]" "[loyalty program inspiration...
What is “prompt engineering”?
A “prompt” is the input that guides a generative AI model to generate useful outputs. Generative AI tools like ChatGPT, GPT, DALL·E 2, Stable Diffusion, Midjourney, etc. all require prompting as their input.
In a natural language processing (NLP) context, “prompt engineering” is the process of discovering inputs that yield desirable or useful results. As is the story with any processes, better inputs yield better outputs; or commonly said another way “garbage in, garbage out.”
![Source: https://www.youtube.com/watch?v=1NQWJjgi-_k
Designing effective and efficient prompts will increase the likelihood of receiving a response that is both favorable and contextual. With a good prompt, you can spend less time editing content and more time generating it.
Going from beginner → advanced prompt engineer
As companies like PromptBase arise around the idea that the prompt is the “secret sauce” to using generative AI, prompt engineering could easily become the “career of the future.” But, any generative AI user can become an “advanced” prompt engineer. Here’s how
Spend time with the tools
- The more time you spend asking ChatGPT questions and receiving responses, the better your idea will be of various prompting approaches and their individual strengths and weaknesses
- Use Open AI’s GPT playground to perform interactive trial and error with variations in your prompt, model, temperature and top_p values (uniqueness of answer, i.e. creativity), and more available within the UI itself.
Become a prompt researcher instead of engineer
- If you’re already a subject matter expert in something, consider figuring out how to apply your personal skills to generating the best prompts in your field
- For example, if you’re an expert in SEO, what questions do you ask yourself when creating SEO strategies? How can you translate this knowledge into better prompts to generate the same level of output with AI?
Become a prompt researcher instead of engineer
- The term prompt engineer glosses over the idea that prompt formulation takes hypothesizing, research, result measurement, and repetition. Instead, approach prompting like a research project.
- Try as many different variations and formulations of your prompt as possible. One problem can have hundreds of solutions and one solution can have hundreds of approaches. The same can be said of prompting.