Hi Streamlit community,
I built an early Streamlit prototype called LY-Scope Ver.1.
It is a personal asset decision app that connects several financial decision inputs into one visual report:
- Market assets and stock comparison
- REIT analysis
- U.S. real estate market view
- Personal asset statement
- Scenario stress testing
- AI coach context
- Diary-based visual report
The core idea is not to provide investment advice.
Instead, I’m testing whether a personal finance app should end with a “visual decision diary” rather than just another dashboard.
The Diary saves what the user checked, the score/risk state at that moment, and when the decision should be reviewed again.
I would love feedback from the Streamlit community on four specific areas:
-
App flow
Does the navigation from Market Assets → Real Estate → Personal Assets → Planner → Diary feel natural? -
Streamlit structure
Is this a reasonable MVP structure for a Streamlit app, or would you recommend separating modules differently? -
Performance and stability
What should I improve around session state, caching, data refresh, and multi-user usage? -
Report experience
Does the visual Diary report feel useful as the final output, or should the app end with a simpler dashboard/checklist?
This is still an educational prototype, so demo data is used and no real financial advice is intended.
I’d appreciate any feedback on usability, Streamlit implementation, or deployment readiness.




