Aura AI: Your Proactive Partner Against Burnout
The Inspiration
Burnout doesn't shout; it whispers. By the time most people realize they are drowning, they lack the mental energy to reorganize their lives. Aura AI was built to catch you before the fall, a voice-first assistant that doesn't just listen to your words, but hears your stress.
What It Does
Aura uses Real-Time Voice Prosody to detect sub-textual signals like tension, fatigue, and anxiety.
- Empathic Listening: Analyzes 48 emotional signals in your speech.
- Autonomous Action: If you say "I can't handle this," Aura doesn't just sympathize, it triggers a manage_burnout tool to reschedule low-priority tasks and clear your calendar.
- Visual Feedback: A glassmorphic "Zen Orb" shifts from Calm Teal to Stressed Rose, visualizing your mental load in real-time. The Tech Stack
- Frontend: Next.js 15, TypeScript, Framer Motion (for "morphing" task transitions).
- AI Core: Hume AI Empathic Voice Interface (EVI) for prosody analysis.
- State: Zustand with persistence to track stress trends over time.
- Logic: A custom Weighted Stress Algorithm that prioritizes signals like distress and fatigue over neutral tones.
Key Challenges & Solutions
- The "Optimism" Bias: Early versions let mild calm signals override high stress. Solution: Implemented Conditional Damping, reducing the weight of "calm" signals by 80% when stress markers are detected.
- LLM Hallucinations: AI sometimes uses "done" instead of "complete." Solution: Built a Normalization Layer to map natural language to strict system actions.
- Sync Lag: Updating task lists via WebSockets can be heavy. Solution: State-tracking to ensure updates only fire when tasks actually change.
Accomplishments
- True Autonomy: Aura makes executive decisions (task rescheduling) based on emotional state, not just manual commands.
- Subtle Accuracy: Successfully identifies elevated stress even when the speaker's words remain professional or neutral.
- Zen Aesthetic: A cohesive UI that reduces cognitive load through soft gradients and glassmorphism.
What’s Next?
- Predictive Warning: Identifying burnout patterns before the week begins.
- Deep Integration: Connecting to Google Calendar/Outlook to move actual meetings.
- Team Delegation: Detecting when a user is overwhelmed and suggesting tasks to delegate to available colleagues.
Built With
- antigravity
- gemini
- hume-ai
- next-js
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