Using Claude Code for investment analysis — options flow scanner + price alerts (open source)

[tellmefrankie]

Hey Claude Code Usage Monitor community,

Claude Code users tracking their usage — sharing an open source project that demonstrates real Claude Code value for investment analysis.

AI Investment Skills:

• Options flow scanner — sector ETF P/C anomaly detection with volume quality filtering
• Price monitor — stop-loss/take-profit Telegram alerts, market hours aware
• Daily AI briefing

Token efficiency angle:
These skills are designed to be token-efficient:

• Options scanner: ~1200 tokens per full scan (batch processing keeps it low)
• Price monitor: ~50 tokens per check (minimal API interaction)
• Daily briefing: ~2500 tokens (most expensive, runs once daily)

Total daily token budget: ~4000 tokens, or ~$0.012 on Claude Sonnet.

Signal caught for $0.012:
XLI P/C hit 5.32 (normal: 0.5–1.2). After filtering 98% lottery volume: "extremely bearish." High ROI on token spend.

Open source:
→ https://github.com/tellmefrankie/ai-investment-skills

Claude Code usage monitor users — curious what your most token-efficient autonomous workflows look like?