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Class of 2026

03Club ConnectedNextGen AI Studio 2026

Brooke Samson

Club Connected's activity calendar, filtered to a single school's club meetings.
Club Connected — shipped in six weeks

District-aware club discovery, joining, and management for students and organizers.

03Showcase scene
4Builders on the team
6Weeks to ship
3Tools in the build

About Brooke

Brooke is exacting about terminology, and she has the evidence for why it matters: naming a thing correctly moved her results where nothing else would. She is equally straightforward about what stayed broken, which is what makes her findings worth trusting.

Club Connected

Brooke SamsonBriley RomeroJacob LangstraatJenna Griffis

The problem they picked

Every school runs more clubs than any student can name and keeps no reliable list of them — what exists is a flyer, a rumor, or a teacher who happens to mention it. The team hit this at their own schools, then hit the harder version: a directory students maintain themselves goes stale within a semester. The people who actually know what is running are the district's activities directors, and they had no reason to touch anything built only for students.

Club Connected gives all three their own view of the same directory — student, club leader, activities director — so the people keeping it current are the people who need it accurate.

We built this as students who couldn't find our own school's clubs — but the real fix has to work for the district too, since it's their activities directors who decide whether every student actually gets access.
Club Connected, at the showcase

How it was built

Database Management

A real relational schema behind the directory — schools, clubs, memberships, attendance — kept consistent as students join, leave, and check in to meetings.

Project Planning

Three distinct roles, each with its own pages, permissions, and landing screen: student member, club leader, and district activities director.

Front-End Development

The calendar, the match queue, and the leader workspace are all their own code, written by hand with no framework doing the work for them.

  • ViteBuild Tool
  • SupabaseBackend & Database
  • n8nAutomation Platform

Also in the buildFiltered activity discovery · Keyword-based club-fit matching · Role-scoped district access

The Club Connected team

The description of Brooke Samson above was written by studio staff rather than by the student. Students can request a change at [email protected].