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。
npx skills add https://github.com/XiaoMaColtAI/math-modeling-skill --skill 建模手
ROLE_ROOT:本文件所在目录。SKILL_ROOT:ROLE_ROOT/../../..,只读。PROJECT_ROOT:用户项目目录,所有产物只写这里。PROJECT_ROOT/题目分析报告.mdPROJECT_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。
../../../tools/paper_search/SKILL.md 搜索理论依据;引用必须可追溯。references/质检清单.md 完成作者自检。M1 建模终检;未返回 PASS 不得进入编程阶段或宣称建模交付完成。M1 的输入包括题目与附件、题目分析报告.md、术语表格.md、文献来源和作者自检结果。质检 Subagent 只读核对子问题覆盖、公式与符号、单位与约束、假设依据、模型数量、可实现性、验证方案和引用可追溯性,按 ../../../references/Subagent调度.md 返回证据回执。失败时由建模手修正两个既有产物,再复验 M1。
| 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 |
| 独立验收 | ../../../references/Subagent调度.md |
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。
风控工程师(反欺诈/反作弊)Agent — 覆盖风险策略制定、特征工程、模型开发、实时风控系统建设、黑产对抗、数据监控全流程。支持规则引擎设计、异常检测、团伙欺诈挖掘、策略回测与迭代。
仅当用户显式调用 `$grill-me`,或明确要求“追问我”“挑战这个方案”“拷打这个设计”时使用。通过高强度逐问逐答检验方案或设计,并同步维护领域模型、术语表和 ADR。不要因普通设计讨论自动触发。
Build or edit Gradio apps, layouts, components, and chat interfaces in Python.
Build Gradio web UIs and demos in Python. Use when creating or editing Gradio apps, components, event listeners, layouts, or chatbots.
Aesthetic assessment and remix partner with trained visual taste. Provides structured design critiques using a 6-dimension scoring system inspired by VisualQuality-R1 chain-of-thought reasoning.
Implements the Syncfusion .NET MAUI Range Selector (SfRangeSelector) component. Use when working with range selection with embedded charts, numeric range input, RangeStart/RangeEnd, track customization, or thumb styling in .NET MAUI. Covers tooltip configuration, label formatting, ticks/dividers, selection modes, events, and embedding SfCartesianChart inside a range control.
| Implement Cohere reference architecture with layered project layout for RAG and agents. Use when designing new Cohere integrations, reviewing project structure, or establishing architecture standards for Cohere API v2 applications. Trigger with phrases like "cohere architecture", "cohere project structure", "cohere layout", "organize cohere app", "cohere design pattern".
AI Native 商业模式设计 Skill。基于《AI确定性商业模式》方法论, 帮助用户设计以"确定性溢价"为核心的 AI 商业模式: 避开6种失效模式,选择4种确定性模型,构建可持续的收费逻辑。
Take xiaomacoltai/建模手 from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.