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SMAOffsetProtectOptV1_kkeue_20210619 Strategy: The "Bargain Hunter" with Offset Moving Average

Nickname: The Moving Average Offset Bargain King
Job: Price detective specializing in "cheap stuff"
Timeframe: 5-minute + 1-hour support

1. What is This Strategy?​

Simply put, SMAOffsetProtectOptV1_kkeue_20210619 is a strategy that:

  • Buys specifically when prices are "on sale"
  • Uses EWO indicator to distinguish between "real bargain" and "falling knife"
  • Has trailing stop loss to help you lock in profits

Just like going to the supermarket to buy discounted items — you don't buy at full price, but wait for the yellow discount tag (price 2.7% below moving average) before considering. But you also need to check if the item is actually good (EWO indicator), avoiding expired garbage 🤣

2. Core Configuration: Basically "Strike While the Iron is Hot"​

Take-Profit Rules (ROI Table)​

Just bought      → Run at 2.8% profit
Wait 10 minutes  → 1.8% is fine too
Wait 30 minutes  → 1% is acceptable
Wait 40 minutes  → 0.5%? Fine, let's go

Translation: This strategy doesn't like long-term holding, take profits and run. Like guerrilla warfare — strike and retreat, no dragging on.

Stop Loss Rules​

Fixed stop loss: -10% (throw in the towel at 10% loss)
Trailing stop: Activates at 1% profit, runs at 0.1% pullback

Translation:

  • If you lose 10%, the system cuts your losses
  • If you make more than 1%, the system starts "watching" for you — price pulls back slightly and it automatically sells, protecting your profits

3. Two Buy Conditions: I've Categorized Them for You​

This strategy has 2 buy conditions, connected by "OR" logic — satisfying either one triggers a buy. I've grouped them into 2 categories:

🎯 Category 1: Trend Pullback Buy (Condition #1)​

Core Logic: In an uptrend, price pulls back below the moving average, time to grab a bargain.

Plain English:

"This stock is going up, now it's pulled back a bit. The RSI isn't overheated yet, good buying opportunity!"

Specific Conditions:

Close < SMA(16) × 0.973  # Price is 2.7% below moving average
EWO > 5.672              # In uptrend
RSI < 59                 # Not overbought
Volume > 0               # There's trading

Classic Line:

  • Condition #1: close < ma_buy × 0.973 AND ewo > 5.672 AND rsi < 59 → "It was rising well and suddenly got cheaper, still a good stock, buy!"

📉 Category 2: Panic Bottom-Fishing Buy (Condition #2)​

Core Logic: Price has fallen hard, EWO is deeply negative, might be ready to bounce.

Plain English:

"Everyone's scared and dumping, might be able to pick up some bargains from the panic!"

Specific Conditions:

Close < SMA(16) × 0.973  # Price is 2.7% below moving average
EWO < -19.931            # Deep decline
Volume > 0               # There's trading

Classic Line:

  • Condition #2: close < ma_buy × 0.973 AND ewo < -19.931 → "Dropped so hard, the panic should be ending soon, let's try bottom fishing!"

4. Protection Mechanism: 3-Layer "Airbag"​

This strategy installed triple insurance for itself:

Protection TypeParameterPlain English
Fixed stop loss-10%"I give up at 10% loss, not playing anymore"
Trailing stopActivates at 1% profit, sells at 0.1% pullback"I'm watching your profits, slightest pullback and we bail"
Tiered ROIDecreases target over time"The longer it drags on, the lower my standards"

The EWO indicator is also protection: it helps you distinguish between "real bargain" and "fake bargain."

Roast: This strategy has such strong self-protection awareness, afraid you'll lose money. But don't get too excited, more protection doesn't guarantee profits 🤣

5. Sell Logic: Take the Money and Run​

5.1 Tiered Take-Profit: How Much to Run With​

Time        Target Profit
────────────────────
Immediate   2.8%
10 minutes  1.8%
30 minutes  1.0%
40 minutes  0.5%

Plain English:

  • Just bought: I want 2.8%!
  • 10 minutes not reached: Fine, 1.8% works
  • 30 minutes still not: 1% is okay too
  • 40 minutes and still not: 0.5% let's go, at least don't lose

This design tells you: Run fast! Don't get attached!

5.2 Trailing Stop: Let Profits Fly a While​

When your position profit reaches 1%:

  • Trailing stop activates
  • Price keeps rising, stop line rises with it
  • Price pulls back 0.1%, immediately sell

Plain English:

"Bro, you've made 1%. I'm watching for you. If price keeps rising, I'll raise the stop line. But if it drops 0.1%, I'll immediately sell for you, protecting what you've earned!"

5.3 Sell Signal: Price Returns Above Moving Average​

Close > SMA(20) × 1.010  # Price is 1% above moving average

Plain English:

"Price has risen 1% above the moving average, might be time to take profits."

6. This Strategy's "Personality Traits"​

✅ Pros (Praise Section)​

  1. Clear Logic: Just two buy conditions, either pullback or oversold, simple and clear
  2. Strict Risk Control: Fixed stop loss + trailing stop + tiered take-profit, triple protection
  3. Adjustable Parameters: 5 buy parameters can all be optimized for different coins
  4. No Chasing Highs: Condition #1 has RSI limit, prevents buying when overheated

⚠️ Cons (Roast Section)​

  1. Gets Washed in Ranging Markets: In sideways markets, price keeps crossing above and below the moving average, frequent buy/sell signals eat into profits through fees
  2. Bottom-Fishing Can Catch Falling Knives: Condition #2 specializes in bottom fishing, but there's always another bottom below
  3. 1-Hour Informative Layer Not Actually Used: Configured but not used in logic, a bit wasteful
  4. Parameters Might be "Memorizing Answers": These default parameters might be optimized against historical data, may not work in the future

7. Applicable Scenarios: When to Use It?​

Market EnvironmentRecommendationReason
📈 Slow bull rise✅ Use it!Many pullback buying opportunities, trailing stop can lock profits
🔄 Sideways oscillation⚠️ Use cautiouslyMay trigger frequent stop losses, adjust parameters first
📉 One-sided decline❌ Don't useBottom-fishing signals keep triggering, buying into more losses
⚡ Severe volatility⚠️ Be carefulTrailing stop might be triggered by normal volatility

8. Summary: How's This Strategy Really?​

One-Sentence Review​

"A clearly-thought-out trend pullback bottom-fishing strategy, suitable for patient traders who don't chase highs."

Who Should Use It?​

  • ✅ People who like buying pullbacks
  • ✅ People who don't want to chase highs
  • ✅ People who like trailing stops to lock profits
  • ✅ People willing to spend time optimizing parameters

Who Shouldn't Use It?​

  • ❌ People who like chasing rises and selling falls
  • ❌ People who want to profit in sideways markets
  • ❌ People unwilling to backtest and verify
  • ❌ People expecting to double immediately after buying

My Suggestions​

  1. Backtest first: Check performance with historical data
  2. Then paper trade: Run for a while without spending money
  3. Optimize parameters: Different coins may need different parameters
  4. Small capital live trading: Confirm effectiveness before increasing investment

9. What Market Can This Strategy Make Money In?​

9.1 Core Logic: Using Offset to Find "Discount Opportunities"​

SMAOffsetProtectOptV1_kkeue_20210619 is a mature version of the SMA Offset series. Its money-making philosophy:

"Only buy when price is below moving average by a certain percentage, either as trend pullback or oversold bounce."

  • Price Offset: Must be 2.7% below moving average before considering entry
  • EWO Filter: Distinguish between "pullback in uptrend" and "crash in downtrend"
  • Tiered Exit: Longer holding, lower target

9.2 Performance in Different Markets (Plain English Version)​

Market TypePerformance RatingPlain English Explanation
📈 Slow bull trend⭐⭐⭐⭐⭐Price goes up and down, plenty of pullback opportunities, perfect fit
📉 One-sided crash⭐☆☆☆☆Bottom-fishing catches falling knives, buying into more losses
🔄 Sideways oscillation⭐⭐☆☆☆Frequent buying and selling, fees eat up profits
⚡️ Severe volatility⭐⭐⭐☆☆Trailing stop can protect, but entry timing is hard to grasp

One-Sentence Summary: Trend is its best friend, oscillation is its enemy.

10. Want to Run This Strategy? Check These Configurations First​

10.1 Trading Pair Configuration​

Config ItemRecommended ValueComment
Timeframe5-minuteDon't change to 1-minute, too many signals
Trading pairMajor coins/stablecoinsDon't play with those sketchy coins
Informative timeframe1-hourConfigured but not used, a bit awkward

10.2 Key Config File Settings​

# Stop loss related
stoploss: -0.10
trailing_stop: true
trailing_stop_positive: 0.001
trailing_stop_positive_offset: 0.01

# ROI
minimal_roi:
  0: 0.028
  10: 0.018
  30: 0.010
  40: 0.005

10.3 Hardware Requirements (Important!)​

This strategy doesn't have heavy computation, low hardware requirements:

Number of Trading PairsMinimum MemoryRecommended MemoryExperience
1-5 pairs2GB4GBSufficient
5-20 pairs4GB8GBSmooth
20+ pairs8GB16GBComfortable

Warning: Although the strategy itself isn't complex, if you run many trading pairs simultaneously, you still need enough memory 😅

10.4 Backtesting vs Live Trading​

Backtesting may look great because parameters are optimized.

Live trading may not be as good because:

  • Slippage: Actual execution price may not be as ideal as backtesting
  • Latency: Network delay may cause missing best prices
  • Liquidity: Large capital may have execution difficulties

Recommended Process:

  1. Backtest to verify strategy logic
  2. Paper trade to test actual operation
  3. Small capital live verification
  4. Gradually increase capital

Don't go all-in immediately, even good strategies need fine-tuning!

11. Bonus: The Strategy Author's "Little Secrets"​

Looking carefully at the code, you'll find some interesting things:

  1. EWO parameters 50/200:

    "The author didn't use the common 5/35, but 50/200 — this is an enlarged EWO, slower reaction but more stable signals."

  2. Two buy conditions, one has RSI, one doesn't:

    "When bottom-fishing, RSI isn't checked because RSI is definitely low when oversold, checking is pointless. But for trend pullbacks, RSI is checked to prevent chasing highs. Thoughtful!"

  3. Trailing stop's 'delayed activation' design:

    "Only starts trailing after 1% profit, this is to avoid being washed out by normal volatility right after buying. Smart!"

12. The Very Last​

One-Sentence Review​

"A clear-thinking pullback bottom-fishing strategy, suitable for patient traders. But remember, bottom-fishing has risks — there might be another bottom below."

Who Should Use It?​

  • ✅ People who like buying on pullbacks
  • ✅ People who can accept short holding periods (minutes to tens of minutes)
  • ✅ People willing to spend time optimizing parameters
  • ✅ People with risk control awareness

Who Shouldn't Use It?​

  • ❌ People who like chasing rises and selling falls
  • ❌ People who want stable profits in sideways markets
  • ❌ People unwilling to backtest and verify
  • ❌ People expecting to double immediately after buying

Suggestions for Manual Traders​

If you want to manually use this strategy's logic:

  1. Draw a 16-period SMA line
  2. Pay attention when price is 2.7% below SMA
  3. Use EWO (50/200 EMA difference) to judge trend direction
  4. Set 10% stop loss and trailing take-profit
  5. Don't be greedy, take profits when you can

13. ⚠️ Risk Re-emphasis (Must Read!)​

Backtesting is Beautiful, Live Trading Needs Caution​

SMAOffsetProtectOptV1_kkeue_20210619's historical backtesting performance may be impressive — but there's a trap:

Because parameters are optimized, the strategy easily 'fits' the optimal solution for past market conditions, but this doesn't guarantee future profits.

Simply put: The exam answers were given beforehand, of course you can score high. But what if the next exam questions change?

Hidden Risks of Complex Strategies​

In live trading, you may encounter:

  • Slippage risk: Actual execution price differs from theoretical, profits eaten away
  • Latency risk: Network delay may cause missing best prices
  • Liquidity risk: Small coins may not execute or may be hard to sell
  • Psychological pressure: Hard to stay calm watching floating P&L

My Advice (Straight Talk)​

1. First backtest with historical data to understand the strategy's "exam performance" in the past
2. Then paper trade for a while to see "open-book exam" performance
3. Small capital live verification, feel the real market
4. Adjust parameters based on actual performance
5. Don't go all-in, always leave room

Remember: No matter how good the strategy is, the market won't give advance notice when teaching you a lesson. Light position testing, survival is most important! 🙏