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Latest Analyses(7)

I Built A Trading Bot With Claude That Made $168,236
Miles Deutscher Finance|07. Juli

I Built A Trading Bot With Claude That Made $168,236

🔍 Overview & Method
  • Goal: Test 12 famous trading strategies using Claude Fable (AI assistant) and find the winner.
  • Approach: Convert strategies into Pine Script (TradingView) and apply to Bitcoin (USD) and NASDAQ.
  • Result: Only one strategy outperformed buying & holding Bitcoin – the EMA crossover strategy. It generated $168,236 profit since July 2023.
⚙️ Backtesting with Claude – Step by Step
  1. Define strategy – e.g., RSI Mean Reversion: rules for overbought/oversold, stop-loss, position sizing.
  2. Generate Pine Script – Claude writes the code (V6), including commissions and starting capital ($100,000).
  3. Fix errors – Screenshot the error, send it to Claude, get corrected version.
  4. Analyze results – Export CSV from TradingView, Claude explains win rate, max drawdown, and optimization options.
  5. Iterate – Adjust strategy (e.g., increase entry frequency, reduce risk).
📊 Strategy Comparison (Bitcoin, Daily Chart)
StrategyResultKey Insight
RSI Mean ReversionSlightly negative (H4)Optimized for daily – low signal frequency
EMA Crossover+$168,236 (since July 2023)Momentum strategy: long during uptrend, flat in downtrend
Buy & Hold BitcoinUnderperformedOnly profitable in strong bull markets
💡 Success Factors of the EMA Strategy
  • Trend following: Only long positions in uptrends – no shorts.
  • Exit logic: Trailing exit to lock in profits.
  • Result: Since 2020 748% return (on $100,000 starting capital), profitable across all timeframes.
🧠 AI-Powered Optimization
  • Claude analyzes why a strategy works (e.g., “cut losses, let winners run”).
  • Improvement suggestions: Volatility-based position sizing, avoid over-optimizing entries.
  • Warning: Simplicity wins – the baseline EMA version beat all “improved” variants.
🚀 Automated Execution (Preview)
  • Next step: Connect a trading MCP (e.g., Bybit) to Claude – provide API key, bot executes trades automatically.
  • Workflow: Claude backtests thousands of strategies in parallel, flags profitable outliers.
📚 Conclusion & Next Lessons
  • Key takeaway: AI-assisted backtesting is superior – without AI, you risk falling behind.
  • Recommendation: Subscribe for the next video series on automated execution.

Note: No imperial units were present in the original text.

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