多源研究通道工具箱。当需要检索文献、核验引用、查基准分数、看价格与上下文、找开源实现、扫描社区信号时使用。封装了 arXiv / Crossref / OpenAlex(含引用网络)/ Epoch AI 官方 API / GitHub / Hacker News / Hugging Face / OpenRouter / Vals AI / Scale SEAL / Stanford HAI / ARC Prize / METR 共 14 个通道。触发场景:查文献、验引用、查谁引用了某篇、查某个基准的精确分数、比模型价格、找现成项目、看领域最新动态。
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