Show Streamlit: LY-Scope Ver.1 – A visual decision diary for personal asset planning

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:

  1. App flow
    Does the navigation from Market Assets → Real Estate → Personal Assets → Planner → Diary feel natural?

  2. Streamlit structure
    Is this a reasonable MVP structure for a Streamlit app, or would you recommend separating modules differently?

  3. Performance and stability
    What should I improve around session state, caching, data refresh, and multi-user usage?

  4. 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.

Demo: https://ly-scope-ver1.streamlit.app/