It's a lightweight, local-first AI agent that:

Monitors your personal watchlist with memory of your investment thesis

Checks prices at open/close + scans news every 30 min

Gives its own Bullish / Neutral / Bearish opinion with conviction level and reasoning

Alerts you proactively when price moves, earnings hit, M&A rumors drop, or your thesis gets confirmed/challenged

Does deep fundamental + technical analysis, DCF modeling, AI-exposure scoring, and even suggests related tickers on demand

Everything runs on free yfinance data (no API keys for market data), LiteLLM (swap Claude / GPT / Grok / whatever), and a tiny framework called nanobot. No vendor lock-in, no subscriptions.