Skip to main content

Strategy001: EMA Beginner's First Lesson

Nickname: "The Moving Average Crossover Master"
Profession: Trend Following Novice Guide
Timeframe: 5 minutes

I. What Is This Strategy?​

Simply put, Strategy001 is:

  • An entry-level strategy using EMA moving averages to determine trend direction
  • Combined with Heikin Ashi candlesticks to filter false signals
  • Equipped with trailing stop for automatic protection

Like a driving school practice car 🚗 — simple, safe, easy to learn. Master it before driving a sports car!

II. Core Configuration: "Take Profits and Run"​

Take Profit Rules (ROI Table)​

Holding Time    Target Profit
────────────────────
Immediate       5%
20 minutes      4%
30 minutes      3%
60 minutes      1%

Translation: Make 5% right after entering? Run immediately! The longer you hold, the lower the target. Time is money's enemy 💰

Stop Loss Rules​

Fixed Stop Loss: -10% (Lose 10% and surrender)
Trailing Stop: Activates at 2% profit, exits on 1% pullback

Translation: Give the trend some pullback room, but never let profits slip away once you're ahead!

III. 1 Entry Condition: Simple as It Gets​

This strategy has one entry condition, but in three steps:

🎯 The Only Entry Condition: EMA Golden Cross + HA Confirmation​

Plain English:

"When EMA20 crosses above EMA50, check if the HA candle is green and price is above EMA20. If all three conditions are met, buy!"

Code looks like this:

EMA20 crosses above EMA50      # Golden cross signal
HA close > EMA20               # Price above moving average
HA open < HA close             # Green candle

Classic Lines:

  • "Short-term MA golden cross! Trend is starting!"
  • "Heikin Ashi is green? Direction confirmed!"
  • "Price holding above EMA20? Good to enter!"

IV. Exit Logic: Even Simpler Than Entry​

4.1 Signal Exit​

Plain English:

"EMA50 crosses above EMA100 (a bit counterintuitive), but price has fallen below EMA20 and HA candle turned red? Then run!"

Code looks like this:

EMA50 crosses above EMA100     # Trend continuation signal
HA close < EMA20               # Price below moving average
HA open > HA close             # Red candle

4.2 Multiple Exit Mechanisms​

Exit MethodTrigger ConditionPlain English
ROI ExitTime + profit target met"Made enough, run"
Trailing StopPullback after profit"Don't give back profits"
Fixed Stop Loss10% loss"Surrender and stop"

V. This Strategy's "Personality"​

✅ Pros (Compliment Time)​

  1. Clean Code: Less than 100 lines, beginners can understand in a week
  2. Clear Logic: EMA + HA, classic trend following combo
  3. Controllable Risk: Trailing stop for automatic protection, no worries about pullbacks

⚠️ Cons (Roast Time)​

  1. Oscillating Markets Kill: No trend means golden/death crosses back and forth 😅
  2. Signal Lag: EMA is a lagging indicator, half the move is gone by the cross
  3. Fixed Parameters: No hyperparameter optimization, gotta edit code to adjust

VI. Applicable Scenarios: When to Use It?​

Market EnvironmentRecommended ActionReason
📈 Clear TrendRun with confidenceGolden cross + HA green bars work perfectly
🔄 Oscillating MarketStay awayGolden/death crosses will slap you back and forth
📉 DowntrendDon't touchLong strategy going against the trend is dangerous
⚡ High VolatilityBe carefulMight get shaken out

VII. Summary: How Good Is This Strategy?​

One-Line Review​

"Freqtrade strategy development's Hello World. Must learn, but be careful in live trading"

Who Is It For?​

  • ✅ Beginners just getting into Freqtrade
  • ✅ Developers wanting to learn strategy code structure
  • ✅ People who need a simple strategy template to modify

Who Is It NOT For?​

  • ❌ Lazy people wanting to make money directly
  • ❌ Day traders pursuing high-frequency trading
  • ❌ Victims of oscillating markets

My Recommendation​

  1. Read and understand the code first: This is the best learning material
  2. Paper trade test: Get familiar with strategy behavior
  3. Add your own logic: Modify based on this foundation
  4. Small position live trading: Validate your improvements

VIII. What Markets Can This Strategy Make Money In?​

Strategy001 is an entry-level trend following strategy. Less than 100 lines of code. What does that mean? Equivalent to an elementary school essay 📝

Its Profit Philosophy: Once a trend forms, follow it. When profitable, use trailing stop to protect gains.

  • Moving Average Cross: Identify trend initiation
  • HA Candles: Filter false breakouts
  • Trailing Stop: Protect profits

8.2 Performance in Different Markets (Plain English Version)​

Market TypePerformance RatingPlain English Explanation
📈 Uptrend⭐⭐⭐⭐⭐This is its home turf! Follow the trend and profit
🔄 Oscillating Market⭐⭐☆☆☆Golden/death crosses back and forth, fees eat profits
📉 Downtrend⭐☆☆☆☆Long strategy going against trend, forget about profits
⚡ High Volatility⭐⭐⭐☆☆Easy to get shaken out, but stop loss protection exists

One-Line Summary: Get in when there's a trend, hide when there isn't!

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

9.1 Trading Pair Configuration​

Configuration ItemRecommended ValueComment
Trading PairsBTC/USDT and other majorsGood liquidity, low slippage
Timeframe5m (default)Can try 15m to reduce noise
Max Positions3-5Don't be greedy

9.2 Config File Key Settings​

# config.json key settings
"max_open_trades": 3,
"stake_currency": "USDT",
"stake_amount": "unlimited",
"dry_run": true,  # Paper trade first!

9.3 Hardware Requirements (Easy)​

This strategy has minimal computation, basically no hardware requirements:

Number of Trading PairsMinimum MemoryRecommended MemoryExperience
1-10 pairs2GB4GBSmooth
10-30 pairs4GB8GBFluid

Warning: Don't think simple strategy means easy money just because hardware requirements are low! 😅

9.4 Backtest vs Live Trading​

As an entry-level strategy, backtest and live trading differences are relatively small, but still note:

Recommended Process:

  1. Paper trade for 1-2 weeks
  2. Small position live trading (5-10% of capital)
  3. Observe win rate and profit factor
  4. Gradually increase position or improve strategy

Don't go all in from the start, no matter how simple the strategy!

X. Bonus: The Strategy Author's "Little Tricks"​

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

  1. Minimalist to the Extreme: Author Gerald Lonlas clearly wanted to write a teaching template

    "Deleted everything that could be deleted, only keeping the core logic"

  2. Clever Use of Heikin Ashi: Not all strategies use HA, here it confirms trends

    "Candlesticks too messy? Smooth them with HA"

  3. 1% Trailing Stop: This parameter is interesting, run on 1% pullback

    "Profit protection needs to be ruthless, don't try to catch the last bit"

XI. Final Words​

One-Line Review​

"The Hello World of strategies. Must learn, but don't expect it to make you rich"

Who Is It For?​

  • ✅ Freqtrade beginners
  • ✅ People wanting to learn strategy development
  • ✅ People needing templates to modify
  • ✅ Clear trend markets

Who Is It NOT For?​

  • ❌ People wanting to make easy money
  • ❌ Victims of oscillating markets
  • ❌ High-frequency trading enthusiasts
  • ❌ Counter-trend traders

Manual Trader Recommendations​

If you use this logic manually:

  1. Switch to 5-minute chart
  2. Add EMA20, EMA50, EMA100
  3. Switch candlesticks to Heikin Ashi
  4. Wait for golden cross + green candle + price holding above EMA20
  5. Enter, set trailing stop

XII. ⚠️ Risk Emphasis Again (Must Read This)​

Backtesting Looks Great, Live Trading Needs Caution​

Strategy001 may perform well in backtesting—but there's a trap:

Simple strategy doesn't mean stable profits. Market condition changes can make it fail.

Simply put: Past performance ≠ Future returns

Hidden Risks of Entry-Level Strategies​

In live trading, simple strategies may encounter:

  • Frequent stop losses in oscillating markets: Without trends, golden/death crosses happen constantly
  • Signal lag: By the time golden cross confirms, half the move is gone
  • Limit orders not executing: Want to stop loss during a crash but can't

My Recommendation (Real Talk)​

1. First use this strategy as learning material
2. Paper trade for two weeks, observe performance in different markets
3. Try modifying parameters or adding filter conditions
4. Small position live trading to validate your improvements
5. Continuously iterate, form your own strategy

Remember: Strategies are dead, markets are alive. Learn others' strategies, eventually make them your own.

Final Reminder: No matter how simple the strategy, the market will teach you a lesson without warning. Test with small positions, survival is most important! 🙏