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KAMA Strategy: The "Self-Adjusting" Moving Average Strategy

Nickname: Smart Moving Average
Timeframe: 5 Minutes (short/medium-term)

1. What's This Strategy?​

KAMA = Kaufman Adaptive Moving Average

Simply put, it's a moving average that adjusts itself:

  • High market volatility → KAMA reacts fast (more sensitive)
  • Low market volatility → KAMA reacts slow (more stable)

Like a smart GPS navigation:

  • Good road conditions → Floor it
  • Bad road conditions → Slow down

2. Core Settings​

Take-Profit (Multi-Level ROI)​

Holding TimeProfit Required
Just bought11.6%
After 18 minutes3.1%
After 34 minutes1.9%
After 2 hours0% (get out)

Stop-Loss​

Hard Stop: -33%
Trailing Stop: After gaining 30%, drop of 28.6% triggers exit

3. Entry Conditions: Two Modes​

Mode 1: Golden Cross Mode (Default)​

KAMA Short-Term crosses above KAMA Long-Term → Buy

Analogy: Short-term moving average crossing above long-term — bullish signal!

Mode 2: Slope Mode​

KAMA Long-Term slope > 1 → Buy

Analogy: The moving average is steeply rising — a trend has formed!

Optional Auxiliary Conditions​

ConditionDescription
CCICommodity Channel Index > 198
RSIRelative Strength Index > 72

4. Exit Conditions​

KAMA Short-Term crosses below KAMA Long-Term → Sell

OR:

KAMA Long-Term slope < 1 → Sell

5. How It Works​

5.1 KAMA's "Adaptive" Feature​

KAMA auto-adjusts based on volatility:

High volatility → High ER (Efficiency Ratio) → KAMA adjusts fast
Low volatility → Low ER (Efficiency Ratio) → KAMA adjusts slow

Analogy:

Like fishing:

  • Calm water (low volatility) → bobber is steady, you can wait
  • Choppy water (high volatility) → bobber is jumping around, you've got to react fast

6. Good Points​

  1. Adaptive: Auto-adjusts to market volatility — balances sensitivity and stability
  2. Dual Trigger: Golden cross or slope — flexible choice
  3. Optimized Parameters: Default settings already backtested
  4. Toggleable: CCI/RSI can be switched on/off independently

7. Bad Points​

  1. Many Parameters: Lots of things to tweak
  2. Big Stop-Loss: -33% hurts quite a bit
  3. Has Lag: Moving averages all have this problem

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

MarketPerformanceWhy
Uptrend⭐⭐⭐⭐⭐Perfect capture
Downtrend⭐⭐⭐⭐⭐Equally effective
Ranging Upward⭐⭐⭐Filters some false signals
Sideways⭐⭐Possible false signals

9. How to Use It​

9.1 Basic Usage​

  • Use default parameters directly
  • Use 5-minute or 15-minute timeframe
  • Trade major coins

9.2 Advanced Tweaks​

TweakHow
Reduce False SignalsEnable CCI confirmation
Shorten CycleAdjust KAMA periods
Tighten Stop-LossChange -33% to -20%

10. Risk Warnings​

⚠️ Trap 1: Lag​

What Happens:

By the time KAMA confirms the trend, the move has already happened

Fix:

  • Use a shorter timeframe
  • Combine with other indicators

⚠️ Trap 2: Ranging Face-Slapping​

What Happens:

Market chops back and forth, KAMA crosses constantly

Fix:

  • Add CCI filtering
  • Only use when trend is clear

11. Bottom Line​

One-liner:

KAMA is a "smart" moving average strategy that auto-adjusts based on market volatility. Great for trending markets, default parameters ready to use.

Memory Aid:

"KAMA golden cross triggers the buy, slope going up means don't be shy, CCI and RSI filter the noise — when the trend arrives, profits multiply!"

KAMA — done! Next one!

12. Want to Run This Strategy?​

Configuration​

minimal_roi:
  "0": 0.08
stoploss: -0.05

⚠️ Final Warning​

Risk​

Simple ≠ Effective!

My Advice​

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

Remember: Strategies need testing! 🙏

Final Reminder: Start with light positions! 🙏