Updated today
by yushui2022
MathModel-Skill
Agent-native mathematical modeling workflow skills for Trae, Claude Code, and Codex, covering problem parsing, modeling, code generation, evidence checks, paper writing, and Word delivery.
457 GitHub stars (457)
+3 in 16 days
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- 10 skills (10 skills found in its SKILL.md files)
- 29 forks (29 forks)
- Today last update (Last updated today)
Install
Skills CLI
npx skills add yushui2022/MathModel-Skill
Asks which skills and agents to install. Just one: npx skills add yushui2022/MathModel-Skill --skill authoritative-data-harvester — add -g for every project.
Claude Code
git clone https://github.com/yushui2022/MathModel-Skillcp -r "MathModel-Skill/packages/claude/.claude/skills/authoritative-data-harvester" ~/.claude/skills/
Copies the authoritative-data-harvester skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.
Plugin
/plugin marketplace add yushui2022/MathModel-Skill
Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.
Skills can run code on your machine — read the SKILL.md first.
What it does
In the author's own words, from each skill's SKILL.md.
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authoritative-data-harvester
自动定位并获取权威公开数据（优先API/官方批量下载），输出可复现抓取与清洗方案。Invoke when用户需要权威数据、官方统计、API下载或数据源爬取。
packages/claude/.claude/skills/authoritative-data-harvester/SKILL.md on GitHub (opens in a new tab) -
context-memory-keeper
Manages persistent memory. Invoke to read active context or archive old tasks. Structure: Long-term Principles (Rules) + Short-term Workbench (Tasks).
packages/claude/.claude/skills/context-memory-keeper/SKILL.md on GitHub (opens in a new tab) -
data-cleaning-and-visualization
自动清洗赛题或爬取的数据（处理缺失/异常/格式），并生成可视化图表。Invoke when 用户需要处理原始数据、清洗数据或生成数据分析图表。
packages/claude/.claude/skills/data-cleaning-and-visualization/SKILL.md on GitHub (opens in a new tab) -
model-code-and-result-generator
根据 model_route.json、数据计划和清洗数据，为数学建模论文生成结果证据契约和 q1/q2/q3 建模代码脚手架。Invoke when 需要把模型输出、评价指标、结构化结论、论文表格和当前赛题专用建模代码沉淀到 paper_output/results/、paper_output/tables/ 和 paper_output/code/modeling/，供 QA 与正文生成读取。
packages/claude/.claude/skills/model-code-and-result-generator/SKILL.md on GitHub (opens in a new tab) -
modeling-paper-rubric-and-model-selector
按常见评分点生成建模论文结构与写作清单，并根据题目类型与数据条件给出模型选择与对照实验路线。Invoke when需要“论文格式/评分对齐/模型选型/路线不确定”。
packages/claude/.claude/skills/modeling-paper-rubric-and-model-selector/SKILL.md on GitHub (opens in a new tab) -
paper-formal-writer
Plan, draft, audit, globally revise, format, and verify a formal mathematical-modeling paper after the Standard evidence gate passes. Use for the sole S7/S8 formal manuscript path, not for legacy micro-unit scaffolds.
packages/claude/.claude/skills/paper-formal-writer/SKILL.md on GitHub (opens in a new tab) -
paper-micro-unit-generator
Repair a repeatedly failing Standard paper section from repair_queue.json, or generate an explicitly requested legacy/quickstart scaffold. Do not use it as the formal paper writer.
packages/claude/.claude/skills/paper-micro-unit-generator/SKILL.md on GitHub (opens in a new tab) -
paper-workflow-orchestrator
Run or resume the complete Standard mathematical-modeling workflow from contest files through reproducible evidence, adaptive formal writing, native-equation Word output, and final render QA. Use as the entry point for complete-paper requests.
packages/claude/.claude/skills/paper-workflow-orchestrator/SKILL.md on GitHub (opens in a new tab) -
problem-doc-model-selector
解析赛题PDF/Word，抽取任务与数据条件并给出模型选型与验证路线。Invoke when用户提供赛题文档或题目文本，需要确定采用何模型/方法。
packages/claude/.claude/skills/problem-doc-model-selector/SKILL.md on GitHub (opens in a new tab) -
quality-assurance-auditor
强制审计论文生成质量，防止模型偷换、逻辑断链、内容空洞。Invoke when 用户提出检查/审计/验收/确保/verify/QA，或合并前需要把关。
packages/claude/.claude/skills/quality-assurance-auditor/SKILL.md on GitHub (opens in a new tab)
No skill matches that filter.
Review before you install
A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.
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