A critical bug was found

[aixiaodewugege]

    kline_path = plots.plot_kline(state=state, info=info, save_dir=save_dir,) # lack mode=mode
    params.update({
        "kline_path": kline_path
    })

A critical bug was found in main.py: when running the agent in validation mode, the author did set Kline plotting in valid mode. As a result, the LLM is exposed to future price movements during validation, which leads to data leakage and invalid evaluation.