Student Builds Personal Wealth Advisor with Claude Code CLI
Claude Code CLI Wealth Advisor System
A 19-year-old student built a personal wealth advisor system using Claude Code CLI that provides institutional-grade analysis rather than basic stock tips. The system runs entirely on a Claude Max subscription with no API costs and is available as open source on GitHub.
System Components
The system integrates several data sources and features:
- Pulls live market data using yfinance
- Collects macro indicators from FRED and ECB
- Gathers news data via Brave Search
- Feeds all data into Claude Code CLI with a CFA-style system prompt
- Sends Telegram briefings twice weekly
- Includes memory functionality to avoid repeating recommendations and track whether previous advice worked
- Allows interactive chatting, deep analysis of specific tickers, and trade logging
Practical Results
The system has demonstrated several practical capabilities:
- Identified insider selling patterns
- Calculated EUR/USD currency exposure
- Recommended doing nothing during extreme fear markets instead of panic-buying
- Generated actionable briefings that surprised the creator with their insight
Technical Implementation
The project is open source at github.com/Kingler16/claudefolio. It represents a practical application of Claude Code CLI for financial analysis, showing how developers can build specialized tools using existing AI subscriptions rather than incurring additional API costs.
📖 Read the full source: r/ClaudeAI
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