Inspiration
At Vanderbilt, I observed a recurring issue: students RSVP to events but often don’t show up. This leads to wasted food, wasted money, and missed opportunities for others who could have attended.
More importantly, it reflects a deeper problem—a lack of accountability and discipline in keeping commitments. This inspired me to create a system that not only reduces waste but also helps students build the habit of showing up and following through.
What It Does
3 Shots is a system that transforms RSVP into a measurable commitment.
- Students RSVP to events
- The system verifies attendance using three randomized GPS check-ins
- If a student fails to attend after RSVPing, their accountability score decreases
- If they attend and participate, their score increases
The system introduces a measurable metric:
$$ \text{Accountability Score} = \text{Attendance} + \text{Participation} - \text{No-show Penalty} $$
This score reflects a student’s reliability and consistency, encouraging discipline and responsibility.
How We Built It
We built the project by combining event tracking with behavioral design:
- Developed an RSVP system
- Integrated GPS-based attendance verification
- Designed a scoring model to track accountability
- Focused on simplicity and usability for students
The goal was to create a system where structure drives behavior, not just motivation.
Challenges We Ran Into
- Time limitations and tight deadlines
- Lack of sleep during development
- Debugging technical issues (especially GPS tracking logic)
- Difficulty in finding strong design and visuals
- Balancing fairness with strict accountability rules
Accomplishments That We're Proud Of
- Creating a solution that addresses a real campus problem
- Designing a system that promotes discipline and accountability
- Turning behavior into something measurable and meaningful
- Building a foundation that can scale across campus organizations
What We Learned
- Discipline can be designed through systems, not just motivation
- People respond to clear structure and visible accountability
- A system must balance fairness and effectiveness
- Technology should solve real human problems, not just technical ones
What's Next for 3 Shots
The core problem is not just attendance—it’s that students often overcommit but underdeliver. This affects trust, resource allocation, and personal growth.
Moving Forward
- Refine the scoring system for fairness and clarity
- Connect scores to real opportunities (leadership, recognition)
- Improve user experience for easier adoption
- Expand usage across more campus events
Each feature has a clear purpose:
- RSVP → commitment
- GPS check-ins → verification
- Score → accountability
The goal is to help students become:
people who show up, stay consistent, and take responsibility
Code Example
puts "Hello World!"
Built With
- apschedule
- claude
- fastapi
- javascript
- python
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