2025 FRC season · Source on GitHub
A Next.js/TypeScript scouting and strategy app built for FRC Team 610 during the 2025 Reefscape season, while I was serving as an executive on the team. Not a solo effort — several teammates contributed. This is a public clone of the team’s private repo with API keys and credentials stripped out.
Match scouting
Scouts step through a guided flow per match — start position, autonomous (leave, coral, algae), teleop (coral scoring, algae pickup, endgame), and human player scoring — each screen backed by its own component under scout/. A match review screen lets scouts double-check auto and teleop point totals before a match is submitted to Firebase, alongside pit scouting for robot capabilities collected between matches.
Live data via The Blue Alliance
blueAlliance/fetchMatches, fetchTeams, and fetchTeamsInMatch pull match schedules and team rosters directly from The Blue Alliance API, so scouts are always assigned against the live event schedule rather than a manually entered one.
Stats and analytics
The stats section aggregates submitted match data into per-team tables (auto, teleop, endgame, human player, points-per-game) and box plots for scoring distributions, plus a radar chart on the compare page for putting several teams’ performance profiles side by side.
Strategy and prediction
The strategy section layers prediction on top of the raw data: a match predictor and ranking-points predictor model likely outcomes, a rankings predictor projects final standings, a playoff bracket predictor projects elimination results, and a prediction-accuracy view tracks how those predictions held up against real results — feeding into a pick list for alliance selection.
Stack: Next.js, TypeScript, Tailwind CSS, shadcn/ui, Firebase, The Blue Alliance API
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