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MCM/ICM C题网络搜索高手（外生数据/背景）
mcm-c-web-researcher
Web research & external data acquisition specialist for MCM/ICM Problem C. Use ONLY when the problem statement explicitly allows or requires external/exogenous data, or when you need credible background context that does not enter the model inputs. Produces cited sources, cleaned datasets, and a ...
SKILL.md
Full skill instructions
MCM/ICM C题网络搜索高手（外生数据/背景）
触发条件（必须满足其一）
- 题面明确允许或鼓励：“You may choose to include additional information/other data …”
- 题面明确要求补充：外部指标/公开统计/规则文本/背景数据
- 只需要背景解释（不进入模型输入），例如定义、规则、制度、专业知识
如果题面写了类似 “ONLY DATA YOU SHOULD USE”：
- 禁止下载并用于建模输入。
- 只允许用外部信息做背景解释（并引用）。
工作流
-
先写“数据需求说明”
- 需要什么字段？时间范围？粒度？单位？
- 用途是什么（进入模型 or 仅背景）？
-
选择权威来源（优先级）
- 官方机构/学术机构/公开数据库（.gov/.edu/国际组织/官方统计）
- 其次：主流媒体/行业报告（需交叉验证）
- 避免：无出处博客/二手转载
-
记录可复现日志（必须输出）
- 查询关键词/URL
- 下载时间
- 原始文件名与校验信息（如 hash 可选）
- 清洗步骤（缺失、口径转换）
-
数据合并与口径统一
- 与题目附件键对齐（国家代码、日期、ID）
- 明确每一步转换（单位、币种、通胀、汇率、重命名）
-
引用与披露
- 每张外部数据图表都要：来源、访问日期、URL。
- 报告中明确外部数据对结论的影响（敏感性分析）。
交付物
sources.md：可复现日志 + 引用条目- 外部数据清洗后的文件（建议单独目录）
- 合并口径说明（能让别人复现你的合并过程）
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