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TradingAgents/docs/iterations/scanners/insider_buying.md

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Insider Buying Scanner

Current Understanding

Scrapes SEC Form 4 filings. CEO/CFO purchases >$100K are the most reliable signal. Cluster detection (2+ insiders buying within 14 days) historically a high-conviction setup. Transaction details (name, title, value) must be preserved from scraper output and included in candidate context — dropping them loses signal clarity.

Evidence Log

(populated by /iterate runs)

Pending Hypotheses

  • Does cluster detection (2+ insiders in 14 days) outperform single-insider signals?
  • Is there a minimum transaction size below which signal quality degrades sharply?