55000%+ profit trading MNQ using Claude and ChatGPT

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I’ve built a TradingView strategy I call AEE — Adaptive Edge Engine with Claude and ChatGPT.

The current version on MNQ 5m is showing:

Net P&L: ~$2.76M (initial capital was $5000)
P&L (%): ~55,270%
Profit Factor: ~5.99
Win Rate: ~75%
Max Drawdown: ~$1.3K (6%)
Trades: ~38K over entire history of MNQ

The real breakthrough here wasn’t just “building a profitable strategy.” The key developing the full research and validation workflow using Claude and ChatGPT around the strategy.

The workflow now includes:

TradingView strategy development
AI-assisted Pine Script review
Trade telemetry extraction
Session / grade / confidence / trigger analysis
Monte Carlo simulation
Apex-style (Prop Firm) pass/fail survival testing
Red-tail drawdown diagnostics
Daily/session risk analysis
Live execution testing through TradersPost

One thing I learned very quickly...a TradingView backtest by itself is not enough. You also need to know:

What happens if you start trading at the worst historical point?
What happens with extra slippage and commissions?
What happens if the edge decays?
What happens if trades cluster badly?
Which sessions actually make the money?
Which signals quietly create drawdown?
Whether your live alerts match the strategy tester behavior?

This is not a guarantee of future results, but it has been eye-opening to see how much better the process becomes when AI is used as a research partner instead of just a “write me a strategy” tool.

The real value of AI here has been in:

Finding failure modes
Challenging assumptions
Comparing strategy variants
Building telemetry tools
Stress-testing the equity curve
Reducing random trial-and-error

I’m now working on turning the Telemetry Analyzer + Monte Carlo Simulator into tools that other traders can use on their own TradingView strategy exports.

Curious if anyone else here is using Claude, ChatGPT, or other LLMs this way, i.e., not just to generate code, but to build the full research, validation, and risk-analysis workflow around a strategy.

Disclaimer: All screenshots are historical backtest/simulation results only, not financial advice, and not a promise of live performance.

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55000%+ profit trading MNQ using Claude and ChatGPT