BTC 1H - AIO ESTRATEGY by jado1910

By jado1910

Performance Metrics

Description

## AIO·STRAT v2 — Algorithmic strategy for BTCUSDT H1AIO·STRAT v2 is a systematic trading strategy developed by JDA Trading to trade Bitcoin on the hourly timeframe. It combines seven independent layers of analysis that must align simultaneously before any entry is executed, which drastically reduces the number of trades while significantly raising the quality of each signal generated.The core logic is built on dual market structure: it detects bullish and bearish breaks of structure across two pivot scales (internal and external), distinguishing between genuine changes of character and trend continuations. This structural signal is then validated against a series of stacked filters applied in priority order: first the market regime via ADX, which blocks trading when price is in a lateral range; then the macro trend bias through the HMA-Kalman trail, which requires price to have crossed the dynamic trend band in the direction of the trade; next the presence of a confirmed Order Block, meaning an institutional absorption zone to which price has returned after the original impulse; and finally volume pressure via Z-Score and cumulative CVD, which confirms that the volume spike carries a net bullish or bearish directional bias.Risk management is fully automated: the stop loss is placed at 2.0 ATR from the entry price and the take profit at 4.0 ATR, maintaining a 1:2 risk-to-reward ratio calibrated to absorb the natural noise of Bitcoin H1 candles. A cooldown system prevents re-entering the market during the bars immediately following a stop loss, eliminating the chain entries that historically concentrate losing streaks. Additionally, a time-based exit automatically closes any position that has been open for more than 48 hours without having reached either target.Three confluence modes allow the aggressiveness of the strategy to be adapted to market conditions: STRICT requires all seven filters to be active, NORMAL removes the volume spike requirement, and RELAXED operates on structure and Order Block alone. The integrated dashboard displays the real-time status of all filters with colour coding, including the ADX value, macro bias, confirmed OB presence, CVD pressure and active cooldown.---## 7 key strengths of the strategy on BTCUSDT H1**1. ADX anti-range filter.** Bitcoin on H1 spends between 40 and 60 percent of its time in lateral consolidation. The ADX filter with a threshold of 22 automatically blocks all entries during those periods, which in historical backtesting concentrated the majority of losses. The strategy only trades when there is a real, measurable trend in place.**2. Strict directional bias based on HMA-Kalman.** Unlike a simple EMA that generates signals in both directions indiscriminately, the HMA-Kalman trail requires price to have crossed the dynamic upper band to allow longs, and the lower band to allow shorts. In an asset like BTC with prolonged trends lasting weeks or months, this filter aligns every entry with the real momentum of the broader market.**3. Order Blocks with return confirmation.** Institutional zones are only activated when price has generated a significant impulse (minimum 2.0 ATR) and has subsequently returned to the original absorption zone. This ensures that the entry occurs on the pullback towards value rather than at the moment of the breakout, improving the entry price and reducing initial risk exposure.**4. Volume pressure with CVD direction.** The Z-Score detects volume spikes above 1.5 standard deviations, but on its own it cannot distinguish between distribution and accumulation. The combination with the cumulative delta of the last 20 bars confirms that the abnormal volume carries a net bullish or bearish directional bias, filtering out entries on high-volatility candles that lack directional conviction.**5. Cooldown after stop loss.** Backtest analysis showed that immediate re-entries after a stop loss have a loss rate above 80 percent. The 6-bar cooldown system automatically blocks new entries after a loss, cutting losing streaks before they escalate. It is one of the highest-impact improvements given its simplicity and direct effect on maximum drawdown.**6. Risk management 2.0/4.0 ATR calibrated for H1 BTC.** The MAE/PnL ratio in the backtest was 0.97, confirming that the previous 1.5 ATR stop loss was frequently triggered by the normal noise of Bitcoin hourly candles. The new 2.0 ATR stop loss with a 4.0 ATR take profit maintains the same 1:2 R:R ratio but provides the necessary room for the trade to develop without being stopped out by 300 to 500 dollar noise moves.**7. Three-mode system adaptable to context.** The three confluence levels (STRICT, NORMAL, RELAXED) allow the strategy to be adapted to different market regimes without rewriting any code. In strong trends with clear institutional volume, STRICT is used to maximise signal quality. In markets with irregular volume but clear structure, NORMAL is used. RELAXED mode serves for exploration and backtesting on new timeframes or instruments before applying the full filter stack.

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