01_vibelift
VIBELIFT
Personal consistency, automated. A tool designed to remove the friction from building better habits.
// Problem: Identifying and mitigating the systemic friction in habit formation.
// Architecture: Low-friction feedback loops for daily performance tracking.
// Stack: Flutter · Firebase · Supabase · Analytics
// Status: Live on Google Play. Powering personal discipline.
// THE_PROBLEM
The Discipline Gap
Technology should simplify discipline, not complicate it.
// THE_SOLUTION
Automated Momentum.
Vibelift was engineered to solve the cognitive overhead problem in personal tracking. By simplifying data entry into a single, intuitive flow, we make consistency a byproduct of the design rather than a test of willpower.
// THE_TECH_FLEX
Developed a high-performance mobile experience that leverages exponential decay algorithms to provide users with a real-time 'Vibe Score', reflecting their true momentum accurately.
// ARCHITECTURE_SNIPPET
// habit_engine.dart
class HabitEngine {
static double calculateVibeScore(List<HabitLog> logs) {
return logs.fold(0.0, (acc, log) {
final recencyWeight = _calculateRecency(log.timestamp);
final difficultyMultiplier = log.habit.baseDifficulty * 1.2;
return acc + (log.complianceRate * recencyWeight * difficultyMultiplier);
});
}
static double _calculateRecency(DateTime date) {
final daysAgo = DateTime.now().difference(date).inDays;
return exp(-0.1 * daysAgo); // Exponential decay for recency
}
}// TECH_STACK