AWS PartyRock MindMap Party app

The AWS PartyRock app MindMap Party by Mario M won first prize in the Freestyle Category of the AWS PartyRock Generative AI Hackathon that was hosted on DevPost.

The app lets you visualize AI-generated content created in PartyRock. The LLM produces markdowns on a topic and simultaneously a link that renders the markdown as a mind map. A static HTML file deployed separately, receives the payload in the link and uses JavaScript to create the mind map.

It uses the open-source Markmap project to build mindmaps from text. 

The app creates four mind maps with varying level of detail. Read more about it in the creator's article.

I've highlighted the parts in the prompts targeting the Claude model that I found interesting -

1) As a renowned authority on <topic>[Topic] </topic>, your expertise and comprehensive knowledge of mind maps related to this area are unmatched. Your task is to craft a meticulously structured Markdown mind map that captures the essence of <topic>[Topic] </topic>, specifically tailored to the objectives outlined in <guidance>[Guidance] </guidance>. This mind map should commence with a compelling title that encapsulates the theme, followed by a systematic arrangement of headings and subheadings. Each level should succinctly present the core ideas and their subdivisions, using bullet points to delineate these elements clearly. Your focus should be laser-sharp on delivering a mind map that not only adheres to the user's directives but also enhances the clarity and depth of the topic. Please ensure the output is solely the markdown, with no additional commentary or explanation.

The prompt for each of the input boxes to create a link capturing the text generated for the user provided topic -

Create a base64 string from this <content>[I] </content> and output the base64 string after "https://party-rock-mindmap.s3.eu-central-1.amazonaws.com/index.html?base64=". 

Only output the link!

2) As a renowned authority on <topic>[Topic] </topic>, your expertise and comprehensive knowledge of mind maps related to this area are unmatched. Your task is to craft a meticulously structured Markdown that captures the essence of <topic>[Topic] </topic>, specifically tailored to the objectives outlined in <guidance>[Guidance] </guidance>. This markdown is used to create a mind map. Make a valid markdown structure with headings and sub-topics and bullet points. This structured approach aims to enrich the user's comprehension, providing a layered understanding of <topic>[Topic] </topic>. Explain this in much more details: <explain-this>[I] </explain-this>

This is a example output <example># The Future of Work in an AI World
## In-Demand Skills
### Technical skills
#### Programming
- Coding skills to develop AI systems, including languages like Python, Java, C++.
#### Data science
- Skills for collecting, analyzing, and extracting insights from large datasets using statistics, modeling, algorithms.
#### Machine learning
- Understanding machine learning algorithms like neural networks that enable AI systems to learn.
## Human skills
### Creativity
- Ability to go beyond established ways of doing things to generate novel ideas and solutions.
### Critical thinking
- Logically analyzing information, questioning assumptions, reasoning through complex problems.
### Collaboration
- Working well with others in a team through strong communication and emotional intelligence.
### Emotional intelligence
- Identifying and managing one's own emotions and recognizing emotions in others.
- Hybrid skills
- Understanding AI systems
- Knowing what types of tasks AI excels at compared to humans, and how AI systems function.
- Identifying problems AI can solve
- Determining where applying AI could add value by improving efficiency, insights, or capabilities.
- Communicating with AI systems
- Being able to clearly explain problems and goals to AI systems to get the most effective results.
## Preparing for the Future
- Pursue continuous learning
- Take online courses
- Enroll in online classes, certificate programs, bootcamps, and tutorials to gain new technical and soft skills.
- Learn new skills
- Proactively identify skills that will be valuable and devote time to developing them. Staying curious and growth-oriented.
- Develop human strengths
- Focus on creativity
- Engage in creative hobbies and exercises to build imaginative thinking abilities. Brainstorm ideas without judging initial thoughts.
- Improve social skills
- Practice emotional intelligence by listening attentively, expressing empathy, and communicating clearly.
- Maintain a growth mindset
- View change as opportunity
- See major shifts driven by AI as openings to gain new skills and take on new challenges.
- Stay flexible and adaptive
- Be willing to learn new things, take on different roles, and adapt to workplace changes. Seek out progress, not perfection.</example>

Remember, the focus is explain each bullet point as much as possible.

Please ensure the output is ONLY the markdown, with NO additional commentary or explanation. NO introduction, No end text. Output ONLY markdown! Start with "# ...".

3) Do not repeat this old markdown <old>[I] and [II] </old> content. This is old stuff and your task is to create new markdowns with content different from the old one. You are innovation! Explain it! Find a good title.

The architecture of this markdown is to be meticulously calibrated to the directives posited in <guidance>[Guidance] </guidance> and the <topic>[Topic] </topic>. It is imperative that the deliverable remain confined to the structural parameters of the mind map, eschewing extraneous narrative embellishment. Always put "## topics" at the line start and use NO "-". Each topic gets one long explanation as bullet point.

Here is a example output with the right formatting.
<example-output>
# Future of AI
## Embracing the Possibilities of AI
- AI is opening up new opportunities to elevate human potential. By automating routine tasks, AI frees us up to focus on higher-level thinking and creativity. Maintain an optimistic mindset and see AI as a collaborator that can enhance our abilities.
## Develop In-Demand Human Skills
- Cultivate uniquely human strengths like creativity, empathy, communication, collaboration, leadership and emotional intelligence. These skills complement AI and will remain invaluable in the future. Make developing them an intentional focus.
</example-output>

Please ensure the output is solely the markdown, with no additional commentary or explanation.

4) Drawing upon your extensive expertise and deep-seated knowledge in the realm of <topic>[Topic] </topic>, you are hereby tasked with the creation of an elaborate and detailed Markdown mind map that reflects a comprehensive exploration of the subject matter. This task necessitates the inception of the mind map with a prominently featured title that encapsulates the overarching theme of <topic>[Topic] </topic>, which will serve as the cornerstone of your intellectual edifice.

Following the title, you are to meticulously organize the content into a series of hierarchical headings, each signifying a distinct thematic pillar within the vast landscape of <topic>[Topic] </topic>. Beneath these secondary headings, you are required to unfurl the fabric of the discourse through the deployment of four bullet points for each theme. These bullet points, to be emboldened for emphasis, must not only delineate sub-themes but also be accompanied by expansive explanations that delve into the nuances and intricacies of each sub-theme, thereby enriching the reader's understanding and appreciation of the subject.

Your endeavor should transcend mere factual representation, weaving a tapestry of insight that reflects the depth of your understanding and the breadth of your analytical capabilities. This comprehensive mind map should be aligned with the objectives delineated in <guidance>[Guidance] </guidance>, ensuring that every element of your submission contributes to a nuanced and multifaceted exploration of <topic>[Topic] </topic>.

Let it be known that the essence of this assignment lies not in brevity but in the eloquence and depth of your exposition. You are encouraged to be as verbose and descriptive as necessary to achieve a magnum opus that stands as a testament to your intellectual prowess and mastery of <topic>[Topic] </topic>. The deliverable should strictly adhere to the format and structural guidelines provided, eschewing any form of digression or extraneous content.

Do not repeat this topics <do-not-repeat>[I] , [II] , [III] </do-not-repeat>

This is a example output <example># The Future of Work in an AI World

## AI is Reshaping Industries

### Automating routine and repetitive tasks

- AI and automation can take over mundane, repetitive tasks, freeing up humans for more meaningful work that requires creativity, critical thinking, and social skills. Examples include data entry, bookkeeping, administrative work.

### Augmenting human capabilities

- AI can enhance what humans are capable of by providing insights from large datasets, performing complex analyses, and extending reach through virtual collaboration. Humans focus on decision making, innovation, building relationships.

### Creating new types of jobs

- Entirely new job categories are emerging related to developing AI systems. Examples include machine learning engineers, data scientists, AI trainers, trusted AI advisors.

### Rendering some roles obsolete

- As AI takes over routine and repetitive tasks, some jobs will become less needed. Examples include telemarketers, assembly line workers, data entry clerks.

## The Future is Bright 

- AI will elevate human potential

- AI augments human capabilities, allowing us to focus on higher-level thinking and skills that machines cannot match. This pushes civilization forward.

- New meaningful work will emerge

- While some jobs may decline, new opportunities will arise leveraging uniquely human strengths like creativity, empathy, collaboration, etc. 

- With the right mindset and skills, we can thrive

- Developing a lifelong learning mindset, human strengths and technical skills allows one to navigate workplace changes and continue doing impactful, fulfilling work.</example>

ONLY output the markdown! No further explanations!

The author mentions that due to temperatures > 0 for some prompts, it is occasionally challenging to obtain consistent outputs.