TradingAgents/docs/iterations/scanners/options_flow.md

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Options Flow Scanner

Current Understanding

Scans for unusual options volume relative to open interest using Tradier API. Call/put volume ratio below 0.1 is a reliable bullish signal when combined with premium >$25K. The premium filter is configured but must be explicitly applied. Scanning only the nearest expiration misses institutional positioning in 30+ DTE contracts — scanning up to 3 expirations improves signal quality.

P&L data shows options_flow is underperforming at 30d (-2.86% avg, 29% win rate) despite theoretically strong signal characteristics. Signal quality at 7d is near-neutral (46.1% win rate), suggesting options flow predicts near-term moves better than longer-term ones.

Evidence Log

2026-04-11 — P&L review

  • 94 recommendations. 1d avg return: +0.03% (near flat). 7d avg: -0.91%. 30d avg: -2.86%.
  • 7d win rate 46.1% is best of the poor strategies — nearly coin-flip, meaning the direction signal has some validity but not enough edge to overcome transaction costs.
  • 30d win rate drops to 29% — options flow signal appears to decay rapidly after ~1 week.
  • Sample recommendations show P/C ratios of 0.020.48 (wide range); unclear if lower P/C ratios (more bullish skew) predict better outcomes within this strategy.
  • Hypothesis: the 7-day decay in win rate suggests options flow should be treated as a short-horizon signal, not a basis for multi-week holds.
  • Confidence: medium

Pending Hypotheses

  • Does scanning 3 expirations vs 1 meaningfully change hit rate?
  • Is moneyness (ITM vs OTM) a useful signal filter?
  • Does P/C ratio below 0.1 (vs 0.10.5) predict significantly better 7d outcomes?