AutoTrader

An autonomous AI crypto strategy research framework inspired by Karpathys autoresearch. Give it a baseline trading strategy, go to sleep, wake up to hundreds of evolved experiments.

The AI modifies the strategy, backtests against real Solana price data, keeps improvements, discards failures, and repeats — indefinitely. Multi-timeframe validation catches overfitting before you risk real money.

Proven Results:

• 246 experiments across 3 versions
• Evolved from -54% to +71% return
• V1 overfitting caught and corrected via multi-timeframe fitness
• ~2,700 experiments/hour with cached data

Whats Included:

• Full backtesting framework (single + multi-timeframe)
• Autonomous agent instructions (program.md)
• Baseline + example best strategy
• Cross-timeframe validation script
• 3 guides: overfitting detection, indicator reference, risk management
• 15+ prompt cards
• Step-by-step tutorial

No guaranteed profits. Real backtesting tools. Honest about limitations.