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external-context

Use when EZ_math_model multi or hybrid mode needs several domain-specialist subagents to gather outside knowledge, industry context, model theory, or sensitivity-analysis references in parallel.

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  • SKILL.md1.5 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

external-context — 并行外部知识检索

何时使用

  • 题目跨经济、工程、政策等多个领域。
  • 单个 paper-search query 覆盖不足。
  • modeler 或 writer 需要多组外部知识摘要。
  • agent_mode = multi 或 hybrid。

调用方式

优先加载宿主 external-context skill,并行派 2-3 个 specialist:

specialist 1: 找 {模型 A} 经典文献
specialist 2: 找 {题目领域} 行业基准
specialist 3: 找 {敏感性分析} 方法论文献

每个 specialist 输出不超过 500 字摘要和 DOI / URL 列表,最后聚合到:

workdir/{task_id}/refs/external_context.md

与 paper-search 的区别

工具适用
paper-search单 query 多源聚合,主对话直接跑
external-context多 query 并行,专家式摘要与交叉验证

失败诊断

情况处理
宿主 skill 未安装降级为 paper-search 串行检索
specialist 结论冲突保留所有结论,标注争议点
全部 specialist 失败回到 paper-search 或 webcrawl

边界

  • 不直接生成 paper.md 引用文本。
  • 不替代 writer 的引用编号管理。
  • 不绕过 multi/hybrid 并发约束。

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