A transparent group savings tracker built in Python with Streamlit.
Every deposit or withdrawal is stored in a hash-linked ledger (like a blockchain), so history can’t be changed.
Optional wallet signatures via MetaMask add extra trust, and the app also includes charts, goal tracking, and an AI “coach” summary.
- Add deposits and withdrawals into a group savings pot.
- Ledger is hash-linked for tamper-evidence (similar to a blockchain).
- Optional MetaMask wallet signing and verification for transactions.
- Stats: total in/out, balance, and progress toward a savings goal.
- Charts: bar chart of net contributions and pie chart of deposit shares.
- AI Coach summary (local rule-based or Google AI Studio API).
- Export the full ledger as CSV, or reset to the genesis block.
- Python
- Streamlit
- Pandas
- Altair
- eth-account (for signing/verification)
- MetaMask (optional signing)
- Google AI Studio API (optional summaries)
- GitHub Copilot (assisted development)
# Clone the repo
git clone https://github.com/yourusername/money-savings-pot.git
cd money-savings-pot
# (Optional) create a virtual environment
python -m venv .venv
source .venv/bin/activate # Mac/Linux
.venv\Scripts\activate # Windows
# Install dependencies
pip install -r requirements.txt
# Run the app
streamlit run app.py
- Create a .env file in the project root:
GOOGLE_API_KEY=your_api_key_here
- In the app sidebar, enable AI Coach. If no key is provided, the app falls back to local rule-based summaries.
- Run a simple HTTP server to serve the included signer.html:
python -m http.server 8000
- Open http://localhost:8000/signer.html in your browser.
- Copy the locked canonical message from the app into the signer, sign it with MetaMask, and paste the Address + Signature back into the app.
- When you add the transaction, the app will verify that the recovered signer matches the entered wallet address.
- GitHub Repo: [https://github.com/Forach/shellhacks-crypto-saving-pot-2025]
- Live App (Streamlit Cloud): coming soon
- Video Demo (YouTube): [https://www.youtube.com/watch?v=I1HkmmWg1as]
- Devpost Submission: [https://devpost.com/software/aiconomy?ref_content=my-projects-tab&ref_feature=my_projects]
This project was built for ShellHacks 2025 as a demo. It is not connected to real banks, crypto wallets, or money.