I designed this public demo to stay offline, sanitized, and reviewable without private credentials.

• I do not require an exchange API key.
• I do not include account snapshots, balances, fills, or live order history.
• I do not implement a production trading endpoint.
• I keep all demo data under data_samples/ synthetic.
• I keep the scoring logic reduced and unsuitable for live trading decisions.

If you review this repository and notice anything that looks like private data, credential material, or an unintended live-trading surface, please open an issue with the file path and line number.

我让这个公开演示仓库默认离线运行，不需要交易所密钥，不包含账户快照、 真实订单历史或生产交易入口。data_samples/ 下的数据均为合成样本。