Capstone Project – Designing a Prompt Toolkit
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Understanding the Prompt Toolkit
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Today, we're diving into the concept of a Prompt Toolkit. Can anyone tell me what they think it consists of?
I think it includes different types of templates for prompts.
Great! Yes, it includes templates, formatting guides, and usage instructions. This makes it reusable across various contexts. Remember the acronym **PROMPT**: *P*rompt templates, *R*ole-based modules, *O*utput formats, *M*odularity, *P*urpose, *T*esting. Let's connect that to real-world applications. Can someone give an example of how they might use a Prompt Toolkit?
We could use it to create emails for businesses.
Exactly! That aligns with our next point on customizing prompts for multiple domains.
What are some other domains we might cover?
We can adapt these prompts for education, creativity, and even technical fields. Let's summarize: Prompt Toolkits are flexible, user-friendly collections designed for a variety of users.
Designing the Toolkit
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Now that we know what a Prompt Toolkit is, let’s discuss how to design one. What do you think are some essential components we should include?
We need templates and maybe a checklist.
Yes! At least five reusable templates with variables are required. Each template should have its intent, clear instructions, and use case examples. Think about how important clarity is; if we say **CLEAR**: *C*lear intent, *L*ogical structure, *E*thical considerations, *A*daptability, *R*eviewability, it makes design more effective. Can someone summarize these components for us?
Five templates, documentation on how to use them, a checklist for testing, and adaptability for different contexts!
Excellent summary! Remember, the goal is to ensure usability and effectiveness in real-world scenarios.
Evaluating and Testing the Toolkits
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We need to evaluate our Prompt Toolkits. What criteria should we consider?
The output should match expected formats, right?
Absolutely! And let's add the importance of ensuring tone appropriateness for our audience. We can use the acronym **TONE**: *T*arget audience, *O*utput expectations, *N*eeds of the user, *E*thics involved. Why is this important?
It ensures the toolkit is reliable and effective for diverse users.
Correct! The goal is repeatability and ethical integrity. Let’s wrap up this session with the takeaway: our toolkits need to be tested thoroughly before deployment.
Introduction & Overview
Read summaries of the section's main ideas at different levels of detail.
Quick Overview
Standard
In this chapter, learners will consolidate their knowledge on prompt design, developing a modular Prompt Toolkit suitable for various domains. The capstone project focuses on building functional prompt systems while ensuring usability, ethical considerations, and adaptability.
Detailed
Detailed Summary
Chapter 12 presents a comprehensive overview of the Capstone Project focused on designing a Prompt Toolkit, integrating all learning acquired throughout the course. By the end of this chapter, learners are expected to create a reusable, modular, and structured toolkit for prompts that adapt to multiple domains, including business, education, and creative writing.
12.1 Purpose of the Capstone Project
The capstone project serves as an opportunity for learners to solidify their understanding of prompt design principles while simulating or creating a real prompt system that emphasizes usability, ethics, structure, and iteration.
12.2 What Is a Prompt Toolkit?
A Prompt Toolkit is defined as a collection of reusable templates, formatting guides, and context instructions that can be customized for different applications and domains.
12.3 Project Scope Options
Learners can choose a project track based on their interests, including options like a General AI Assistant Toolkit, Business Prompt Set, Education Prompt Set, Creative Writer Prompt templates, and Developer Tools.
12.4 Project Requirements
Final submissions necessitate at least five prompt templates, documentation on usage, an evaluation checklist, and domain adaptability.
12.5 Prompt Template Example
A provided example outlines a 'Technical Code Explainer' prompt template designed to assist beginners in understanding programming code with specific instructions and expected output structures.
12.6 Evaluation and Testing Guidelines
Guidelines ensure outputs adhere to expected formats, tone appropriateness, and ethical safeguards, fostering high-quality, repeatable results.
12.7 Optional Enhancements
Learners are encouraged to explore various enhancements for their toolbox, such as building it in Google Sheets or leveraging platforms like Gradio and LangChain, or sharing their work on GitHub as open-source.
Overall, this capstone project combines analysis, design, and practical application, helping participants create a Prompt Toolkit that is not only effective but also user-friendly for individuals with no prior AI background.
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Learning Objectives
Chapter 1 of 5
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Chapter Content
By the end of this chapter, learners will be able to:
● Apply everything learned in the course to real-world tasks
● Design a reusable, modular, and structured prompt toolkit
● Customize prompts for multiple domains (business, creative, technical)
● Demonstrate mastery by building and presenting a functional prompt system
Detailed Explanation
This section lays out the goals students should achieve by the time they finish the chapter. It highlights four key objectives: applying course knowledge to real-world tasks, designing a toolkit that can be reused across various scenarios, customizing prompts for specific fields, and showcasing their skills by building a working prompt system. These goals ensure that learners not only grasp theoretical concepts but also can implement them practically.
Examples & Analogies
Think of the learning objectives as a recipe. Just like a chef needs to master techniques and ingredients to create delicious dishes, students need to learn and apply various concepts to create their prompt toolkit. Each objective is like a step in the recipe, guiding them to prepare a final dish that reflects their skills and creativity.
Purpose of the Capstone Project
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Chapter Content
This capstone project helps you:
● Consolidate your knowledge of prompt design principles
● Build a real or simulated prompt system (or prompt library)
● Think like a prompt architect—focused on usability, ethics, structure, and iteration
The goal: Create a flexible Prompt Toolkit that solves real-world problems effectively, safely, and repeatedly.
Detailed Explanation
The purpose of the capstone project is to allow students to put their theoretical knowledge into practice. It focuses on three main aspects: consolidation of learned principles, building a prompt system, and developing an architect's mindset. The ultimate aim is to create a versatile toolkit that can address real-world challenges efficiently while also considering ethical implications.
Examples & Analogies
Imagine a builder constructing a house. The capstone project serves as the blueprint where students apply what they’ve learned. They create a structure (the prompt toolkit) that doesn’t just stand but also serves specific needs, ensuring it is safe and user-friendly for its inhabitants.
What Is a Prompt Toolkit?
Chapter 3 of 5
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Chapter Content
A Prompt Toolkit is a collection of prompt templates, formatting guides, variables, and usage instructions designed for reuse across domains or users. It might include:
● Role-based prompt templates
● Context modules
● Output formatting structures
● Domain-specific tone settings
● Testing and evaluation checklist
Detailed Explanation
A Prompt Toolkit is essentially a toolbox containing various tools for prompt design. It includes several components such as templates tailored for specific roles, instructions on how to configure prompts in different contexts, structures that define the output format, and guides for setting the appropriate tone. Additionally, it encompasses a checklist for testing and evaluating the effectiveness of these prompts, making it a comprehensive resource.
Examples & Analogies
Think about a real toolbox filled with different tools like hammers, screwdrivers, and pliers. Each tool serves its unique purpose in construction. Similarly, a Prompt Toolkit is filled with diverse components that help users effectively craft prompts for various applications, ensuring they have everything needed to build robust interactions.
Project Scope Options
Chapter 4 of 5
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Chapter Content
You can choose one of the following capstone tracks based on your interest:
Track Deliverables
🧠 General AI Assistant Toolkit for answering factual, creative, and support questions
📈 Business Prompt set for generating emails, reports, analysis, and SOPs
Productivity
Education Prompt set for quizzes, explanations, lesson plans, and tutoring
Creative Writer Prompt templates for stories, poems, ideas, and stylistic explorations
Developer Tools Prompt set for coding, debugging, documentation, and SQL generation
Detailed Explanation
This section provides options for students to tailor their capstone project based on their individual interests. Each track has specific deliverables that align with different domains such as AI assistance, business communication, educational resources, creative writing, and software development. This allows students to focus on a field they are passionate about or wish to explore further.
Examples & Analogies
It's like choosing a major in college. Students can select a path that aligns with their passions or career goals. Whether they want to focus on business, creative writing, education, or software development, the capstone tracks allow them to dive deep into what interests them the most, just like picking subjects that resonate personally.
Project Requirements
Chapter 5 of 5
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Chapter Content
Your final submission (or documentation) should include:
✅ Prompt Templates
● At least 5 reusable prompt templates with variables
● Each should include intent, instructions, expected format, and use case
✅ Documentation
● Explain how to use each prompt
● Include tone/style notes and ethical guidelines
✅ Evaluation Checklist
● Show how you’d test these prompts across scenarios
● Include at least 2 improved versions based on iteration
✅ Domain Adaptability
● Show how prompts can be adapted for at least 2 different contexts
Detailed Explanation
The project requirements outline the necessary components for the capstone submission. Students must create at least five prompt templates, complete with their intents and instructions. They also need to provide documentation explaining how to utilize these templates while addressing ethical considerations. Furthermore, an evaluation checklist is required, along with showing how the prompts can be adapted for different situations. This comprehensive approach ensures all aspects of prompt design are considered.
Examples & Analogies
Think of preparing a final project for school. You need to gather materials, write reports, and prepare presentations. Similarly, in this project, students compile different elements (prompt templates, documentation, evaluation) to create a complete package that not only showcases their work but also meets scholarly standards of clarity and usability.
Key Concepts
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Prompt Design: The fundamentals of creating effective and reusable prompts.
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Usability: Designing prompts that are user-friendly and effective for various applications.
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Ethical Considerations: The moral responsibilities involved in prompt creation.
Examples & Applications
A business prompt template for creating sales emails.
An education prompt template for generating test questions.
Memory Aids
Interactive tools to help you remember key concepts
Rhymes
To make a toolkit neat, it must be clear and complete!
Stories
Imagine a chef creating a magic recipe book—each recipe is a prompt designed perfectly for every meal situation!
Memory Tools
Use the acronym TONE to remember how to evaluate prompts: Target audience, Output expectations, Needs of the user, Ethics.
Acronyms
Remember **PROMPT**
*Prompt templates
Role-based
Output structures
Modularity
Purpose
Testing.*
Flash Cards
Glossary
- Prompt Toolkit
A collection of prompt templates and guidelines for reuse across different applications.
- Modular Design
An approach that allows components to be easily constructed and adapted for different use scenarios.
- Usability
The ease of use and effectiveness of tools or systems for users.
- Ethics in Prompt Design
Considerations around the moral implications and responsibilities when designing prompts.
- Domain Adaptability
The ability of prompts to be modified or reused in various contexts or subject areas.
Reference links
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