A rules-based, risk-managed strategy that uses leveraged ETFs to try to beat the S&P 500 while limiting drawdown. It splits into risk-on (leveraged long bets) and risk-off hedges, adds a Buy-the-Dips module, and incorporates volatility/defense hedges to protect during downturns. It targets higher risk-adjusted returns, not a simple buy-and-hold approach.

High-level idea: - The system divides capital into buckets and alternates between aggressive leverage and protective hedges based on simple rule checks rather than forecasts. - It mainly uses leverage ETFs to magnify moves in the market when conditions look favorable, and switches to hedges or inverse bets when conditions deteriorate. - There is also a “Buy the Dips” style module that attempts to capture rebounds after pullbacks by selectively adding leveraged exposure when prices drop and certain momentum/volatility conditions are met. How it decides what to hold (in plain terms): - The program looks at broad market direction using recent price behavior and simple trend checks. If the market looks healthy, it boosts exposure to leveraged bets aiming for higher upside. - If the market looks unstable or is falling, it shifts into hedges and defensive bets to limit losses. - It also tries to catch short-lived dips by buying select leveraged longs that historically rebound after a drop, and by ranking candidates using simple momentum or return signals. What kinds of assets are used (examples in plain language): - Popular, well-known ETFs that track big parts of the market (like the S&P 500 and Nasdaq). Example leveraged bets include two-times or three-times exposure to the S&P 500 or Nasdaq (e.g., bets that aim to go up 2x or 3x with the market). In this strategy you’ll see names like SSO (2x S&P 500) and UPRO or TQQQ (3x S&P 500/Nasdaq) - Inverse or protective bets that go up when the market falls (or go down less when it rises), such as SH (short S&P 500) and SPXS/SQQQ (inverse exposure to S&P 500 or Nasdaq). - Hedge or volatility-related instruments (VIX-related ETFs such as UVXY and VIXM) that tend to rise when market fear spikes, used to dampen losses. - Bond and other asset hedges (TMF for long-term Treasuries, SHY for short-term Treasuries, TLT for longer-term, etc.) and some currency or commodity hedges (UUP for the dollar, DBO for a commodity index) to diversify risk. How the pieces fit together (big picture): - Risk-on/off module: Decides when to take leveraged long bets versus hedges based on simple checks like recent performance, drawdown, and trend indicators. When risk-on, the system shifts into long LETFs; when risk-off, it tilts toward hedges and inverse bets. - Buy-the-dips module: Looks for price dips and uses criteria to enter a set of leveraged bets intended to profit if prices rebound after the dip. - Volatility hedge module: Uses VIX-based ETFs and other hedges to cushion sharp increases in market fear. - Defense module: Adds commodity and currency/defensive exposures to reduce drawdown and to diversify sources of return. - Weighting and positioning are guided by a rule set rather than discretionary bets; the aim is to improve the risk-adjusted return relative to just holding SPY, while keeping draws within a target range. What you should know as a layman: this strategy uses many leveraged and hedging ETFs, which can produce big gains if the market moves the right way but can also generate large losses if the market moves against those bets. It actively shifts among multiple positions rather than sticking with a single long or short view. It’s more of a tactical, risk-managed approach rather than a simple buy-and-hold plan.

Out-of-sample: ~19.1% annual return, Sharpe 0.864, max drawdown 26.8%, Calmar 0.714. A rules-based leveraged strategy with hedges and Buy-the-Dips to diversify and protect capital versus a pure SPY bet.