Minimal autoresearch-style trading research loop. Inspired by Andrej Karpathy autoresearch design and approach here.
prepare.py— immutable oracle (fetch, backtest, evaluate)strategy.py— only mutable strategy filedegen.md— agent firmware (loop instructions)
uv run python prepare.py fetch --exchange binance --pair BTC/USDT:USDT --timeframe 1h --start 2020-01-01T00:00:00Z
uv run python prepare.py validate --exchange binance --pair BTC/USDT:USDT --timeframe 1h
uv run python prepare.py eval
uv run python strategy.py