The Scribe's Quill

Ever leave a meeting unsure what was decided? The Scribe’s Quill turns messy notes into action items, decisions, and summaries with one click. Powered by Gumloop. Magic for productivity.

Comment

Inspiration

I wanted to build something that truly fit the hackathon’s “magic” theme while also solving a real problem. Most importantly, something that was realistic to complete within the limited timeframe as a solo developer.

What it does

After some research and thought, I decided to build "The Scribe’s Quill", a web application that takes raw, messy meeting notes pasted by the user and instantly transforms them into a clear, structured and actionable plan.

How we built it

I used React with TypeScript for a magical frontend interface and Flask Python backend to connect with Gumloop's AI API. The system sends meeting transcripts to Gumloop's pipeline, which extracts content into decisions, action items, and key points, then displays them with animated visual effects.

Challenges we ran into

Debugging the Gumloop API integration was my biggest challenge as a first-time user. I struggled with nested JSON responses and determining whether issues was in my backend logic or Gumloop's configuration. Implementing real-time polling while maintaining smooth animations required careful optimization.

Accomplishments that we're proud of

I created a polished, fully functional app that transforms chaotic notes into organized insights with magical animations in a short time. Successfully integrating a complex AI API that I have never used before and building an intuitive interface that delights users are is my proudest achievement.

What we learned

I gained experience with workflow automation APIs and learned that careful prompt engineering significantly impacts AI output quality. I improved my Flask backend skills and discovered that subtle UI animations create the feeling of "magic" more effectively than complex features.

What's next for The Scribe's Quill

I would like to add export options (PDF/Google Docs), voice transcription for live meetings and team collaboration features. Calendar integration for automatic follow-up scheduling is also on my roadmap to expand the platform's capabilities.

Acknowledgments

I used Gumloop AI extensively for debugging the API integration and understanding the workflow automation system. Additionally, AI assistance was utilized to help create comprehensive documentation and refine the project README. These tools were instrumental in overcoming technical challenges and improving the overall quality of the project documentation.

Built With

Share this project:

Updates