math-modelCN

In the author's own words, from each skill's SKILL.md.

• docx-cn

  Word 文档处理 | Word Document Processing. 创建、读取、编辑 Word 文档 | Create, read, edit Word documents. 支持 .docx 格式、格式化、表格、图片 | Supports .docx format, formatting, tables, images. 触发词：Word、文档、docx.

  01_docx-cn__docx-cn/SKILL.md on GitHub (opens in a new tab)

• find-skills

  场景驱动+关键词双模式技能发现工具。当用户用自然语言描述场景/需求（如"我想做一个海报""帮我分析股票"），或明确说"安装技能/find skills/找个skill"时，自动从官方内置、本地已安装、SkillHub、虾评、GitHub、ClawHub 六层联合搜索并推荐最合适的技能，支持一键安装。已完全替代官方原 find-skills 插件。

  02_find-skills__find-skills/SKILL.md on GitHub (opens in a new tab)

• 1start-mathmodel

  数学建模竞赛工作流入口。用于启动完整建模流程：询问用户偏好，生成 plan.md 和 todo.md，并按阶段调用赛题分析、建模、代码与图表、流程图、论文撰写、验证验收等 skills。

  1start-mathmodel/SKILL.md on GitHub (opens in a new tab)

• 2analysis-modeling

  数学建模赛题分析与建模设计合并阶段。用于读取题面和附件，完成子问题拆解、数据理解、假设预检、变量定义、模型公式、目标函数、约束条件、求解策略和可交给代码实现的建模报告。

  2analysis-modeling/SKILL.md on GitHub (opens in a new tab)

• 3coding-visual

  数学建模编程实现与数据图表生成阶段。根据 ANALYSIS_MODELING_REPORT.md 编写可复现代码、运行求解、验证约束、输出 RESULTS_REPORT.md 并生成论文可用的数据驱动图表 PDF。

  3coding-visual/SKILL.md on GitHub (opens in a new tab)

• 4drawio

  数学建模非数据型图示绘制阶段。根据 ANALYSIS_MODELING_REPORT.md、RESULTS_REPORT.md 和已有 figures/ 生成技术路线图、子问题求解流程图、模型结构图、数据处理流程图等 DrawIO 图，并导出论文可引用 PDF。

  4drawio/SKILL.md on GitHub (opens in a new tab)

• 6verity

  数学建模竞赛最终验证和验收阶段，支持 Typst 和 LaTeX 双引擎。用于论文写完后检查章节数量、标题顺序、图表引用、数值一致性、占位符、内部文件泄露、参考文献、代码可复现性、编译和提交就绪状态。

  6verity/SKILL.md on GitHub (opens in a new tab)

• _references

  共享规范知识库。包含数学建模竞赛的写作规范、题型防错速查、图表规范等参考内容。其他 skills 在执行过程中按需读取，无需单独触发。

  _references/SKILL.md on GitHub (opens in a new tab)

• aigc-trace-cleaner

  检测并消除论文/报告的 AI 生成痕迹（AIGC 味、AI 味太重、一眼看出是 AI 写的）：10 大维度逐段扫描（词汇/句式/段落/逻辑/人味/数据表述/图表/结构/引用/整体 AI 感），输出带定位与修改示例的诊断报告，并按需改写降低痕迹；另含数学建模竞赛特有的 AI 破绽检查（只仿真不建模、NP 难硬算、图表一键同质化、文献幻觉、逻辑断层、无闭环迭代），以及**2026 国赛 AI 合规全自动自查**（6 大维度 26 条红线：AI 新规合规、幻觉与数据真实性、建模逻辑与题意适配、结果合理性、官方写作规范、排版与页数，配套《AI 合规自查报告》）。当用户要求 AI 痕迹检测、降 AI 味、AIGC 率太高、论文被判定 AI 生成、查重系统提示 AI 率超标、把论文改得更像人写的、或要求国赛 AI 合规自查/AI 红线检测/按自查表核查论文时使用。

  aigc-trace-cleaner/SKILL.md on GitHub (opens in a new tab)

• doctor

  环境检查与安装向导。检查数学建模工作流所需的全部依赖是否已安装，对缺失项提供安装命令，并在用户确认后执行安装。手动触发。

  doctor/SKILL.md on GitHub (opens in a new tab)

• mathmodel-figure-templates

  Use this skill in the MathModel LaTeX sandbox when the user asks to reproduce built-in scientific visualization templates, especially prompts from the Improve tab mentioning $mathmodel-figure-templates, 科研绘图模板, SHAP蜂群柱状图, 配对云雨图, 交叉验证ROC, 泰勒图, 相关矩阵组合图, 预测真实值边缘分布图, TPE调参3D曲面, 下三角相关矩阵半边小提琴图, 分组环形热图, 城市公园降温组合图, or Nature和弦图. It provides ready-to-run Python scripts bundled inside the skill.

  mathmodel-figure-templates/SKILL.md on GitHub (opens in a new tab)

• 数据预处理R语言

  完备严谨的统计学数据预处理流程（默认 R 语言，无 R 时可降级为"生成可本地运行脚本"或 Python 分支）。支持两种模式：完整全流程（10 步）或轻量局部模式（只执行用户指定的若干步骤）。10 步：分布探查→描述统计与交叉表→数据清洗(缺失/异常/一致性)→数据变换(防泄漏)→变量编码与重赋值→衍生变量与分组分层→平稳性检验(非时序跳过)→多重共线性与降维→数据集划分→结果验证。每步输出代码、配图、UTF-8 with BOM CSV；阈值(VIF>10、|偏度|>1)为默认值、可由用户覆盖；关键决策点（异常取舍、缺失填补方案）会暂停与用户确认。本技能是底层业务工具，可由 math-modeling 内部按需加载；仅做局部清洗/编码等单步处理或明确要求 Python 时按轻量模式执行，避免与 math-modeling 同时顶层触发两套流程。

  skill-prework/SKILL.md on GitHub (opens in a new tab)

• chinese-thesis-workbench

  Standardize, draft, revise, check, and package Chinese undergraduate thesis or graduation-design papers from school templates, task books, proposals, sample papers, source code, screenshots, databases, APIs, tests, literature PDFs, Word comments, and existing drafts. Use when the user asks to write, generate, refactor, polish, reduce AIGC style, verify, format, or deliver a Chinese thesis with ev…

  04_chinese-thesis-workbench__chinese-thesis-workbench/chinese-thesis-workbench-skill-main/SKILL.md on GitHub (opens in a new tab)

• brainstorming

  You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

  math-modeling-workbench/skills/brainstorming/SKILL.md on GitHub (opens in a new tab)

• math-modeling

  当用户要求数学建模、建模竞赛、建模分析、代码求解、结果可视化或生成数学建模论文时使用。支持完整三阶段流程、单独执行任一角色，以及在关键节点使用独立 Subagent 进行阶段内质检；默认只启用质检 Subagent，用户可明确选择额外协作。

  math-modeling-workbench/skills/math-modeling/SKILL.md on GitHub (opens in a new tab)

• paper-review

  Review academic papers for correctness, quality, and novelty using OpenJudge's multi-stage pipeline. Supports PDF files and LaTeX source packages (.tar.gz/.zip). Covers 10 disciplines: cs, medicine, physics, chemistry, biology, economics, psychology, environmental_science, mathematics, social_sciences. Use when the user asks to review, evaluate, critique, or assess a research paper, check referen…

  math-modeling-workbench/skills/paper-review/SKILL.md on GitHub (opens in a new tab)

• skill-creator

  Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

  math-modeling-workbench/skills/skill-creator/SKILL.md on GitHub (opens in a new tab)

• DOCX工具

  创建、编辑、校验和转换 Word DOCX，支持把完整 LaTeX 论文转换为 DOCX，以及数学建模论文模板、原生公式、三线表、修订和批注。

  math-modeling-workbench/skills/math-modeling/tools/docx/SKILL.md on GitHub (opens in a new tab)

• 科研可视化工具

  从数据剖析到出版级成图的完整可视化工具。先做数据剖析（列类型/样本量/分布/异常值/分组结构/相关性）， 再结合论证目标推荐图型，主动拦截科研画图经典错误，产出 Nature / Science / IEEE / Elsevier / PNAS / 中文核心期刊级别的成图。覆盖数据 EDA、图表契约、选图决策、出版级绘制、程序自检 + AI 读图闭环、多格式 导出和文件审计。数学建模场景额外支持三类图体系（原始数据/过程/结果）和子问题覆盖检查。 当用户涉及论文配图、科研画图、数据可视化、选图、期刊投稿图、figure、出版级图表、matplotlib、seaborn、 plotly、误差棒、显著性标注、色盲安全配色、矢量图导出、中文论文图表、多面板时使用。

  math-modeling-workbench/skills/math-modeling/tools/figure/SKILL.md on GitHub (opens in a new tab)

• LaTeX工具

  从官方或内置模板创建、编译和校验数学建模 LaTeX 论文项目，并可配合 DOCX 工具把完整 LaTeX 论文转换为 Word。

  math-modeling-workbench/skills/math-modeling/tools/latex/SKILL.md on GitHub (opens in a new tab)

• 双引擎论文搜索

  使用 OpenAlex 与 AnySearch 两个真实数据源并行搜索、交叉匹配和输出可追溯论文元数据。

  math-modeling-workbench/skills/math-modeling/tools/paper_search/SKILL.md on GitHub (opens in a new tab)

• pdf

  Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file o…

  math-modeling-workbench/skills/math-modeling/tools/pdf/SKILL.md on GitHub (opens in a new tab)

• Excel工具

  读取、创建、修改和验证 XLSX，支持模板保留、公式重算和错误检查。

  math-modeling-workbench/skills/math-modeling/tools/xlsx/SKILL.md on GitHub (opens in a new tab)

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