它结合了完全确定性、可审计的量化核心与咨询性AI层（仅可否决或认可候选标的，无法覆盖风险规则），并在AI或新闻源不可用时优雅降级。
Automated weekly swing trader: S&P 500 + ETF scanner with AI news review (Claude/Bedrock), React dashboard, and Robinhood MCP integration
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