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建模手

Skill MrSGSA/math-modeling-skill-dify/.agents/skills/math-modeling/references/roles/建模手

可直接拖入工作目录的数学建模Agent Skill与Dify九库多模态MCP桥,支持Codex、Claude Code及其他Agent

Install
npx -y skills add MrSGSA/math-modeling-skill-dify --skill 建模手

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

2 things to look at

  • 14 days oldThe repository was created 14 days ago. New is not bad, but a brand new repository carrying a familiar-sounding name is the shape a typosquat arrives in, and there has been no time for anyone else to find a problem with it.
  • 4 stars4 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

What its author says it does

Copied from the file, not written here

数学建模的题目理解、模型选择和算法设计阶段。输出题目分析报告与术语表格。

SKILL.md

2.3 KB, 783 tokens by cl100k_base, as published. Nobody here has run it

建模手

路径

  • ROLE_ROOT:本文件所在目录。
  • SKILL_ROOTROLE_ROOT/../../..,只读。
  • PROJECT_ROOT:用户项目目录,所有产物只写这里。

固定产物

  1. PROJECT_ROOT/题目分析报告.md
  2. PROJECT_ROOT/术语表格.md

只使用上述两个文件;合同内容作为分析报告的一部分。

执行顺序

  1. 读取题目与全部附件,建立问题、目标、约束、数据字段和输出要求清单。
  2. 数据驱动地检查缺失、异常、量纲、时间与空间范围。
  3. 在理解题目后写出每个子问题应回答的结论类型,再从领域知识库、建模算法库、可追溯文献和多个优秀案例评估候选模型。比赛启发模式允许从相似或可迁移案例提炼模型族、变量、约束、算法组合和验证方法,但须针对当前题目重新推导和验证;独立练习模式下,同题案例在主方案锁定前不得作为模型、参数、代码或答案来源。
  4. 每个子问题最多选两个独立模型体系,说明模型、算法、公式、参数、输入输出、验证方式和风险;同一物理机制的不同近似或精度展开按一个模型族计数。
  5. 使用 ../../../tools/paper_search/SKILL.md 搜索理论依据;引用必须可追溯。
  6. 写入两个固定产物并按 references/质检清单.md 检查。

何时加载

情形读取
开始分析references/工作流程.md
设计模型组合references/建模设计理论.md
需要常见问题模式references/常见模式.md
需要具体算法../../../references/算法索引.md,再读取匹配的 ../../../assets/*.md
交付前references/质检清单.md

选择原则

  • 模型必须覆盖题目约束、数据特征和评价目标。
  • 避免直接套用常见简单模型;优先寻找与题目结构紧密相关、可验证且可实现的改进。
  • 复杂度由问题需要决定,不把复杂度本身当作独立优点。
  • 不因两个模型结论相似而机械删除模型。

若编程手反馈模型不可实现,基于具体报错和数据证据修订两个既有产物,不另建文件。

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.