VWAP Deviation and OBV RSI Mean-Reversion Entries

Summary

The BabyShark strategy seeks reversals when price moves far from a volume-weighted average price (VWAP) and a volume-derived RSI reaches an extreme. It calculates VWAP over 60 candles and defines outer bands using three average deviations. A long setup occurs at or below the lower band when OBV RSI is below 30; a short setup occurs at or above the upper band when it is above 70. The document describes a 0.6% stop and take-profit distance, along with a ten-candle pause after losses.

The approach combines price displacement with volume-sensitive momentum, but the document reports no measured performance despite listing a BTC/USDT futures test period. It notes that range-bound markets can generate frequent signals and slippage, while exits near VWAP may cut short trends. Results may also be unreliable when volume data is distorted, and fixed parameters may not transfer across assets or timeframes. The prose describes the bands as standard-deviation based, while the source implementation selects average deviation, so the precise band calculation should be checked before reproducing the method.

Key ideas

• The method pairs a 60-candle volume-weighted price baseline with outer deviation bands.
• Long setups combine price at the lower three-deviation band with OBV RSI below 30.
• Short setups combine price at the upper three-deviation band with OBV RSI above 70.
• The stated risk controls use a 0.6% stop and target and a ten-candle pause after losses.
• The document gives no performance results and flags slippage, volume quality, and parameter portability as concerns.

Tags

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.