Jizheng Guan · CLIENT: Sparkhood
Sparkhood is an AI-driven motivation app that helps users take the first step toward meaningful goals. Inspired by visual storytelling and behavioral psychology, it transforms ambition into an interactive experience—featuring a guiding “future self” and adaptive UI that responds in real time. By breaking complex challenges into simple actions, Sparkhood builds momentum, supports identity formation through action, and enables users to explore and understand themselves.
Press Kit
- Unique Properties
- Sparkhood is an AI based system that helps users move from hesitation to action. It turns goals into a lived experience. A future self shows what is possible. A resistance character reflects doubt and fear.
Tasks are broken into clear, small steps. Users focus on one step at a time, instead of being overwhelmed. The system is not only about motivation. It builds identity through action, and helps users see their own patterns over time. - Dimensions & Packaging
- Mobile app designed for most smartphones.
- Tags
- Mobile app, goal management, agentic UI, motivation, companion
- Production Technology
- The system uses prompt design, agent based logic, and modular UI blocks. User input such as goals, emotions, and concerns are mapped into structured states. The app then generates UI, tasks, and interactions in real time.
Visual elements like scenes, avatars, and motion are rendered from a prompt library. Each session is task focused and adaptive, helping users stay present and engaged. - Design Challenge
- A key challenge was designing a system that supports users without creating pressure or judgment. Representing problems as characters had to feel helpful, not childish or distracting. Another challenge was guiding users toward action without forcing behavior. On the technical side, real time generation of UI, characters, and interactions had to remain consistent and clear.
- Project Duration
- Sep 2025 - Feb 2026, New York, United States
- Operation Flow
- Users begin by entering a goal and current challenge. Users then enter a focused session. Within the session, guidance characters help break down the task and support problem solving.
When friction appears, the system generates a character that represents the problem. This allows users to see it as something external and workable.
The interface adapts in real time to the user’s state, keeping attention on the current step. After the session, progress is recorded, reinforcing a sense of growth and understanding. - Research
- This project explores how reframing difficulty changes user behavior. From over 100 one to one sessions, a key insight emerged. People often turn problems into self judgment, which blocks action. By turning problems into external characters, users can observe them instead of internalizing them. This shift reduces self attack and makes challenges easier to approach. Combined with AI generated UI and adaptive sessions, the system creates a loop of observation, action, and reflection.
- Inspiration
- After graduation, I spent time helping over 100 alumni students in one to one sessions. Many of them felt stuck. They were unsure what to do, afraid to try, or simply followed the crowd into jobs that did not fit them. In the AI era, entry level chances to try are shrinking, while tools and resources are everywhere. This gap creates more hesitation, not less.
Sparkhood is built to close that gap. It helps people start before they feel ready. The app breaks down complex goals into small actions, and builds a sense of companionship so users do not feel alone. Instead of pushing users to be perfect, it helps them try, observe, and learn. Even if they quit, they understand themselves better. Only the user can know what truly fits.
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