TradingAgents/docs/iterations/scanners/options_flow.md

32 lines
1.6 KiB
Markdown
Raw Blame History

This file contains ambiguous Unicode characters

This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.

# 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?