A rule-based, four-layer portfolio that blends a core dividend income sleeve with tactical overlays (growth tilts, Ark exposure) and a defense sleeve, adjusted daily for risk via many signals. Core: SCHD, DBMF, KMLM; Overlays tilt between momentum-driven equities (TECL, SOXL, UPRO, TQQQ) and hedges (UVXY, VIXY, TMV); Ark tilts; Hold Forever dividend sleeve; risk controls and daily rebalancing.

What you own is a mix of four main layers, chosen and weighted by a long, branching set of rules. The idea is simple in plain terms, even though the rules are intricate: - Core dividend engine: You always hold SCHD (a strong dividend payer), plus other dividend-oriented ETFs like DBMF and KMLM to create a stable income base. This sleeve is designed to be steady and to contribute reliable cash flow via dividends. - Tactical overlays: Daily, the system checks several signals to decide whether to tilt toward growth or toward hedges. Signals include momentum measures (how fast a stock/ETFs has risen recently), volatility cues (e.g., indicators tied to VIX/UVXY and related products), and comparisons against a broad market proxy like SPY. Depending on the signals, the model shifts exposure toward risk-on assets (leveraged/commodity/tech tilt vehicles such as TECL, SOXL, UPRO, TQQQ) or toward hedges and defensive trades (UVXY/VIXY, SQQQ, TMV, TLT, SHY, GLD, BIL). - Ark tilt and ARK-related assets: The framework includes a dynamic tilt into ARK investment themes (ARKK, ARKF, ARKG, ARQ, and related 2x variants) when signals align, aiming for upside capture from innovative growth themes while applying risk checks to avoid outsized drawdowns. - Defensive sleeve: When risk signals worsen, the system moves into defensive assets (short or inversed exposures to equities, long Treasuries like TLT, short Treasury plays like TMV, cash proxies, gold) to dampen drawdowns and protect capital. - Hold Forever sleeve: A separate, more stable dividend basket (SCHD plus other dividend-focused funds like JEPI, DGRO, and related income vehicles) intended to provide steady income and reduce drawdown through diversification. - Rebalancing and risk knobs: The plan rebalances daily, assigns weights by group, and includes knobs to reduce or increase risk (for example, lowering the portion of high-risk levered vehicles such as BB+TQQQ when volatility is high). It also tracks simple risk metrics (drawdown, standard deviation, and Sharpe ratio) to gauge risk-adjusted performance and adjust positions accordingly. - How decisions are made: The strategy uses a mix of simple, explainable checks (price vs moving averages, RSI-like momentum, relative performance to SPY, and volatility triggers) to pick which assets to buy or sell and how to weight them. It also uses filters and sorts (for example, picking the top or bottom asset by a chosen metric over a window) to choose candidates for tilt. In essence, it is a rule-based, multi-layered approach to blend income stability with opportunistic momentum while providing a built-in risk control framework. - What this means for an investor: The portfolio aims for higher income through dividends while attempting to capture upside in favorable regimes through tactical tilts, with loss protection in adverse regimes. It’s quite complex and requires careful monitoring of regime shifts, transaction costs, and potential slippage in fast markets. If you’re not comfortable with rapid, rule-driven changes across many ETFs and leveraged products, a simpler, more traditional approach may be preferable.

Rule-based strategy delivers higher out-of-sample upside than the S&P 500: ~26.2% annualized vs 22.3%, with a lower beta (~0.77) and strong Calmar risk-adjusted return (~0.75). Note: it may endure larger drawdowns (~35%) in downturns.