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MACD_Cross Strategy: The "Wait for the Cross" Strategy

Nickname: Crossover Hunter
Timeframe: 5 Minutes (medium-to-short-term)

1. What's This Strategy?​

MACD_Cross is very similar to the MACD strategy, but with one key difference:

  • MACD: Buy when MACD > Signal (sustained state)
  • MACD_Cross: Buy when MACD just crossed above Signal (the crossover moment)

Plain English Analogy:

Like waiting for a confession:

  • MACD: Wait for them to say "I love you" (ongoing agreement)
  • MACD_Cross: Wait for the exact moment they just said "I love you" (just agreed)

2. Core Settings​

Same as MACD:

Take-Profit: 5% (just bought) → 1% (after 1 hour)
Stop-Loss: -30%

3. Entry Conditions​

Condition 1: MACD Crosses Above (Key!)​

MACD just crosses above Signal line

Plain English:

"The MACD line just moved from below to above! This is the signal that a trend is starting!"

Condition 2: CCI Oversold​

CCI <= -50

Plain English:

"Right now price is oversold — a bounce is coming!"

4. Exit Conditions​

Condition 1: MACD Crosses Below​

MACD just crosses below Signal line

Condition 2: CCI Overbought​

CCI >= 100

5. MACD vs. MACD_Cross: What's the Difference?​

StrategyEntry TimingCharacteristics
MACDMACD > SignalWait for confirmation before buying
MACD_CrossJust crossed aboveBuy the moment it starts

Analogy:

Like chasing a rally:

  • MACD: Buy after it goes up (more stable)
  • MACD_Cross: Buy the moment it starts (earlier)

6. Good Points​

  1. Earlier Signals: Catches trends earlier than sustained-state signals
  2. Clean & Clear: Conditions are simple and easy to understand
  3. Fast Response: Fires the moment there's a crossover
  4. Classic Combo: MACD + CCI

7. Bad Points​

  1. More False Signals: That crossover moment could reverse quickly
  2. No Optimization: CCI is fixed, can't auto-tune
  3. Has Lag: MACD is still slow by nature
  4. Big Stop-Loss: -30%

8. When It Works — And When It Doesn't​

MarketPerformanceWhy
Uptrend⭐⭐⭐⭐⭐Perfectly catches the start
Downtrend⭐⭐⭐⭐⭐Same in reverse
Ranging Upward⭐⭐⭐Frequent crossovers
Sideways⭐⭐Too many false signals

9. MACD_Cross vs. MACD: Which One to Pick?​

SituationRecommendation
Want earlier entryMACD_Cross
Want more stabilityMACD
Want auto-optimizationMACD (has hyperopt)
Trend is very clearMACD_Cross

10. Bottom Line​

One-Line Summary:

MACD_Cross is an "early entry" strategy — specifically waiting for the exact moment MACD crosses above Signal. Issues signals earlier than standard MACD, but also more false signals.

Memory Aid:

"MACD just crossed above, I buy right away; CCI cooperates well, profits will come my way!"

Recommendation:

  • If you want earlier entries → use MACD_Cross
  • If you want more stability → use MACD
  • Run both and see which fits you better

10 strategies — all done! Exhausted! 🎉

11. Want to Run This Strategy?​

Configuration​

minimal_roi:
  "0": 0.08
stoploss: -0.05

12. Bonus​

  1. Classic Strategy
  2. Simple & Effective

⚠️ Final Warning​

Risk​

More false signals!

My Advice​

1. Test with small money
2. Use when trends are clear
3. Set your stop-loss

Remember: Classic ≠ Can't lose money! 🙏

Final Reminder: Start with light positions! 🙏