xienda

Jev (TypeSafe System One decision model) for DeepSeek Harness — seven tools: jev_decision (up to 25 typed questions in one parallel call, measured median 266-484 ms), jev_choose (rank 2-10 approaches), jev_batch (one set of up to 5 judgments over 1-20 tex

论文知识收集库（DSH 插件，随包 6 个技能，零第三方依赖）：编排“多源检索 → 元数据与分级全文获取 → 结构化精读 → 多视角总结与复现指南 → 本地知识库沉淀”。检索并发查询 6 个免费学术源（arXiv / Semantic Scholar / OpenAlex / Crossref / DBLP / PubMed），元数据丰富再补 Unpaywall、PMC/Europe PMC 与 GitHub/HuggingFace 社区信息；全文按 L1 arXiv → L2 开放获取 PDF → L3