"The wealthy know about these information sources. Now so do you. The difference is automation."
A collection of monitoring tools that mine publicly available government and institutional data for actionable financial signals — running on a Raspberry Pi, costing nothing.
What it does: Scans the SEC's EDGAR database every 3 hours for new comment letters between the SEC and public companies. When the SEC questions a company's financials, it's a leading indicator of problems.
Signals it catches:
- Going concern warnings
- Material weakness in internal controls
- Revenue recognition questions
- Related party transaction concerns
- Non-compliance flags
- Restatement inquiries
Data source: SEC EDGAR Daily Index (free, public, updated every 10 minutes)
Output: JSON report with materiality scoring (HIGH/MEDIUM/LOW)
What it does: Tracks upcoming pharmaceutical patent expirations. When a drug patent expires, generic competitors enter and the brand-name stock often drops 20-40%.
Signals it catches:
- Patents expiring within 1 year (CRITICAL)
- Patents expiring within 2-3 years (WATCH)
- Key blockbuster drugs losing exclusivity
Data source: Curated watchlist + USPTO/Google Patents
Output: JSON report with urgency scoring and ticker mapping
EDGAR Daily Index ──→ sec_comment_monitor.py ──→ JSON ──→ Discord/Telegram
USPTO/Google Patents ──→ patent_expiry_monitor.py ──→ JSON ──→ Discord/Telegram
Both tools run as Hermes cron jobs every 3 hours. No API keys needed — all data is public.
# Install dependencies
pip3 install --break-system-packages requests feedparser
# SEC monitor (requires User-Agent)
python3 -c "import edgar; edgar.set_identity('Your Name / your@email.com')"
python3 sec_comment_monitor.py
# Patent monitor
python3 patent_expiry_monitor.pyThe information is free and public but:
- Volume: Thousands of filings daily — no human can read them all
- Format: Buried in EDGAR's arcane index files
- Timing: SEC comment letters often precede stock drops by weeks/months
- Access: Hedge funds pay $100K+/year for terminals that do this — we do it for free
This is for educational and research purposes. Nothing here is financial advice. Do your own due diligence before making investment decisions.
All tools are backed up to a private GitHub repository and synced via Hermes backup cron.