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Claude Skills by cjh-solver
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- Contest Orchestrator数学建模竞赛唯一主控流程：题目解析、选题与模型规划、baseline、求解、图表、论文、评审、交付门禁和 replay；支持 AUTO/COLLAB/LOCK 与主会话—fork 分支协作。Votes: 0GitHub stars: 13
- Data Science Stack数学建模竞赛数据科学技能（C 类数据题、预测题及 MathorCup 大数据题）：EDA、预处理与特征工程、统计推断、机器学习、时间序列、模型评估与调参。触发词：数据题、C题、MathorCup、EDA、数据预处理、特征工程、机器学习、回归、分类、聚类、时间序列、预测、ARIMA、XGBoost、统计检验。与 contest-orchestrator executor 阶段、math-modeling、scipilot-figure-skill 协作。Votes: 0GitHub stars: 13
- Heuristic Algorithms数学建模竞赛启发式与数值算法库（A/B 类复杂优化题、机理建模题专用）：遗传算法、模拟退火、粒子群、蒙特卡洛模拟、爬山/禁忌搜索、贪心、常微分方程数值求解。触发词：NP难、大规模优化、排产、路径、调度、选址、随机模拟、蒙特卡洛、排队、微分方程、机理模型、GA、SA、PSO、遗传算法、模拟退火。与 pyomo（精确求解）互补：精确求解超时或不可行时切换启发式。Votes: 0GitHub stars: 13
- Math Model Selector数学建模竞赛「题型→模型」选择路由器（国赛/美赛/华数杯/电工杯/MathorCup）。按题型主类、数据规模、约束特征推荐模型框架与 Python 库，输出「子问题|模型|原因|Python库|备选」选择表。触发：选题/用什么模型/模型选择/题型判断/方法推荐/怎么建模。由 contest-orchestrator 主控调用；与 topic-scorer（选题评分）分工，math-modeling 仅作兼容入口。Votes: 0GitHub stars: 13
- PyomoPython Optimization Modeling Objects. A high-level framework for formulating, solving, and analyzing optimization models. Supports Linear Programming (LP), Mixed-Integer Linear Programming (MILP), and Non-Linear Programming (NLP). Part of the COIN-OR project. Use for mathematical optimization, linear programming, mixed-integer programming, non-linear programming, strategic planning, process engineering, energy systems, supply chain optimization, stochastic programming, and solver integration ...Votes: 0GitHub stars: 13
- Academic Writing数学建模论文的学术表达与结构质量控制主入口。调用本地化论文审阅规则， 只允许修改普通正文，并在交付前保护公式、引用、数字、三线表、图表编号和模型逻辑。 不负责模型建立、数据计算或竞赛交付门禁。Votes: 0GitHub stars: 13
- Bzd Review PaperReview mathematical modeling competition papers from a complete contest problem and a team's paper. Independently construct a problem-specific 100-point rubric, audit eligibility and formatting, score with a 90%-of-weight ceiling for every numeric criterion, apply the presentation multiplier, estimate contest percentile, and provide concise Chinese judge feedback. Use for CUMCM, MCM/ICM, MathorCup, Huashu Cup, postgraduate modeling contests, and similar paper evaluation requests.Votes: 0GitHub stars: 13
- Mathmodel Latex SkillGenerate stable LaTeX mathematical-modeling paper projects for MCM/ICM, CUMCM and MathorCup. Use when creating, adapting, compiling, or preflighting competition paper templates, including XeLaTeX, latexmk, PDF checks, references, appendices and rule-dependent AI-use disclosures. 触发：国赛/美赛/MathorCup/中文论文/LaTeX模板/论文排版/模板编译/数学建模论文。Votes: 0GitHub stars: 13
- 论文辅助数模论文节点审查助手，对论文G0-G6节点进行只读审查，检查符号完整性、元话语、负向回声、模型证据，输出结构化修改清单。Votes: 0GitHub stars: 13
- Drawio Diagram为深度学习模型、网络架构、算法流程等生成标准 Draw.io (.drawio) 格式的可视化图表；支持从零生成与风格迁移两种模式。从零生成：模型架构图、流程图、感受野示意图等；风格迁移：参考图 + 内容描述/项目 → 按参考图风格生成新图。确保 XML 格式正确，可直接在 Draw.io 中打开编辑。Votes: 0GitHub stars: 13
- Figure GenerationGenerate publication-quality scientific figures using matplotlib/seaborn with a three-phase pipeline (query expansion, code generation with execution, VLM visual feedback). Handles bar charts, line plots, heatmaps, training curves, ablation plots, and more. Use when the user needs figures, plots, or visualizations for a paper.Votes: 0GitHub stars: 13
- Fireworks Tech GraphCreate technical diagrams such as software architecture, data flow, flowcharts, sequence diagrams, C4 reviews, cloud deployments, event streams, observability investigations, agent/memory systems, UML, ER, network topology, timelines, and technical concept maps, then export SVG, PNG, focused semantic SVG-to-GIF motion, or offline interactive HTML. Treat direct requests such as "Generate a GIF", "生成 GIF", or "制作 GIF" as motion requests, and use this skill when the user asks to visualize a syst...Votes: 0GitHub stars: 13
- ModelvizScientific visualization workflow for mathematical modeling competitions. Use when a user wants to turn their own CSV/XLSX/XLS data and a natural-language plotting request into a publication-style scientific figure by selecting from the existing template catalog, adapting the selected Python template without modifying originals, executing the plot, checking technical and visual quality, and repairing clear issues when needed.Votes: 0GitHub stars: 13
- Scipilot Figure SkillSciPilot Skills 家族成员，负责科研数据可视化——但定位不是"画图工具"， 而是"可视化顾问"。先做数据剖析（列类型/样本量/分布/异常值/分组结构/相关性）， 再结合用户的论证目标推荐图型，主动拦截科研画图的经典错误（小样本画均值柱掩盖 分布、双 Y 轴、饼图、Y 轴不当截断、rainbow 色图、把分类点连成折线等），最后 产出 Nature / Science / IEEE / Elsevier / PNAS / 中文核心期刊级别的成图。 覆盖纯数据图：折线、柱状、散点、箱线 / 小提琴、热力图、误差棒、分布图（直方 图 / KDE）、相关性矩阵 / 散点矩阵、多面板组合。技术栈 matplotlib + seaborn + SciencePlots（静态）+ plotly（交互）。中英文双语，中文模式自动配置 Noto Sans CJK / Source Han Sans / SimHei 并修复负号方框，支持中文期刊"宋体正文 + Times New Roman 数字"混排。默认色盲安全配色 + 冗余编码 + 灰度预览。出图后做 "视觉自检闭环"：渲染 P...Votes: 0GitHub stars: 13
- Tech Route MakerCreate evidence-grounded editable technical route diagrams for research and engineering projects. Use when the user asks to draw, generate, visualize, render, export, or revise a technical route diagram, research route, paper method framework, publication figure, thesis proposal route, engineering system route, software or agent workflow, pipeline, architecture roadmap, process diagram, editable PPTX/SVG/Draw.io/Mermaid/HTML diagram, or copyable Draw.io XML code. Supports implicit invocation ...Votes: 0GitHub stars: 13
- Tikz Scientific FiguresCreate publication-grade scientific figures and schematic diagrams with TikZ/PGFPlots, output as SVG + PNG (PDF only as compile intermediate, not a deliverable). Use when the user wants a figure for a paper/thesis/report, a data plot (line, scatter, bar, error-bar, heatmap, log axis), a circuit diagram, a flowchart or block diagram, a free-body/force or geometry schematic, a biology figure (immunofluorescence/tissue, cell, signaling pathway, gene or plasmid map), a CS/ML figure (neural networ...Votes: 0GitHub stars: 13
- Humanizer Zh去除文本中的 AI 生成痕迹。适用于编辑或审阅文本，使其听起来更自然、更像人类书写。 基于维基百科的"AI 写作特征"综合指南。检测并修复以下模式：夸大的象征意义、 宣传性语言、以 -ing 结尾的肤浅分析、模糊的归因、破折号过度使用、三段式法则、 AI 词汇、否定式排比、过多的连接性短语。Votes: 0GitHub stars: 13
- Markitdown SkillConvert documents to Markdown using Microsoft's MarkItDown CLI (`markitdown`). Supports PDF, Word, PowerPoint, Excel, images (OCR), audio (transcription), HTML, YouTube, and URLs. Use when a user wants to convert a file or URL to Markdown, extract text from PDFs/images, transcribe audio/video, or batch-convert documents.Votes: 0GitHub stars: 13
- Web Access所有联网操作必须通过此 skill 处理，包括：搜索、网页抓取、登录后操作、网络交互等。 触发场景：用户要求搜索信息、查看网页内容、访问需要登录的网站、操作网页界面、抓取社交媒体内容（小红书、微博、推特等）、读取动态渲染页面、以及任何需要真实浏览器环境的网络任务。Votes: 0GitHub stars: 13
- Darwin SkillDarwin Skill (达尔文.skill): autonomous skill optimizer inspired by Karpathy's autoresearch. Evaluates SKILL.md files using an 8-dimension rubric (structure + effectiveness), runs hill-climbing with git version control, validates improvements through test prompts, and generates visual result cards. Use when user mentions \"优化skill\", \"skill评分\", \"自动优化\", \"auto optimize\", \"skill质量检查\", \"达尔文\", \"darwin\", \"帮我改改skill\", \"skill怎么样\", \"提升skill质量\", \"skill review\", \"skill打分\".Votes: 0GitHub stars: 13
- Self Improving Agent SkillhubCaptures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.Votes: 0GitHub stars: 13
- Skill Audit CleanupWorkBuddy 技能库全量审计与清理。扫描所有已注册技能，用真实使用记录判定 「高频必留 / 低频暂存 / 无用归档」，产出分类报告 + 归档制清理脚本 + 冷库挂载开关。 触发词：技能清理、技能盘点、技能太多、技能审计、skill cleanup、skill audit、 技能列表太长、上下文技能清单臃肿、技能调用不准确。Votes: 0GitHub stars: 13
- Story Cover小说封面生成。根据书名、作者名自动分析题材风格，调用 GPT-Image-2 生成含标题和署名的专业级网文封面；Codex CLI 优先使用内置 ImageGen，无需单独 API Key。触发方式：/story-cover、/封面、「帮我做个封面」「生成封面图」「做个小说封面」「封面设计」。Votes: 0GitHub stars: 13
- Story Deslop网文去AI味。检测并清除文本中的AI写作痕迹，让文字回归自然、非模板化。触发方式：/story-deslop、/去AI味、「去AI味」「这篇太AI了」「网文去AI味」。Votes: 0GitHub stars: 13
- Story Import逆向导入已有小说。将已写好的小说（半成品或完本）反向解析为标准项目目录结构，兼容 story-long-write / story-short-write 后续写作流程；内部复用 story-long-analyze / story-short-analyze 的拆解管道，按篇幅自动分流。触发方式：/story-import、「导入小说」「反向解析」「导入」「把我的书导进来」。Votes: 0GitHub stars: 13
- Story Long Analyze长篇网文拆文。深度拆解爆款长篇小说的黄金三章、人设架构、爽点设计、节奏控制。单一深度拆解管道：跑完黄金三章（Stage 1）后产出快速预览报告并询问是否继续全量拆解，确认后从 Stage 2 续跑逐章摘要、聚合分析、设定关系、汇总报告，全程产物落盘 拆文库/{书名}/。触发方式：/story-long-analyze、/长篇拆文、「帮我拆这本书」「拆这本书」「分析黄金三章」「深度拆解」「完整拆解」「系统拆解」或提供小说文本文件路径——全部进入同一管道。Votes: 0GitHub stars: 13
- Story Long Scan长篇网文扫榜。分析起点、番茄、晋江等平台排行榜数据，提炼市场趋势与热门题材。触发方式：/story-long-scan、/长篇扫榜、「长篇什么火」「起点排行」。Votes: 0GitHub stars: 13
- Story Long Write长篇网文规划与写作。支持只讨论结构、只写大纲或指定细纲，明确要求正文后再写章节。触发方式：/story-long-write、/写长篇、「帮我开书」「规划剧情」「写大纲」「补细纲」「日更」「续写」「继续写」「修改第X章」「回炉」「重写第X章」。Votes: 0GitHub stars: 13
- Story Review多视角对抗式审查。full/lean 模式在已部署 reviewer agents 时并行 spawn；缺失/异常 agents 或 spawn 失败时自动降级 solo，参考文件不可读时使用内置 rubric fallback。触发方式：/story-review、/审查、「审查一下」「帮我审一下」。Votes: 0GitHub stars: 13
- Story Setup网文写作工具集基础设施部署与检查。为 Claude Code / OpenCode / Codex / Google Antigravity / ZCode / OpenClaw / Reasonix 提供内置适配；Web AI / 通用 Agent 可走 skills + AGENTS.md 文件模式。触发方式：/story-setup、$story-setup、「准备写书」「帮我搭一下环境」「配置写作项目」「检查写作环境」。Votes: 0GitHub stars: 13
- Story Short Analyze短篇网文拆文。拆解爆款短篇小说（番茄短篇 / 故事会 / 知乎盐选 / 追妻 / 世情 / 重生 / 虐渣等通俗题材）的故事核、结构、情感线、反转设计、写作手法、共鸣层次。单一全量拆解管道：跑完 Stage 2-6 产出完整拆文报告，落盘到 拆文库/{书名}/，下游 story-short-write 同时读拆文报告 + 情节节点 + 写作手法 + 原文 + _meta.json 写下一篇。触发方式：/story-short-analyze、/短篇拆文、「拆短篇」「拆这篇短文」「短篇拆文」「精细拆解短篇」「8000 字短篇拆解」「番茄短篇拆文」「故事会拆解」「盐言故事拆解」「分析这篇短篇」——均进入同一管道。Votes: 0GitHub stars: 13
- Story Short Scan短篇网文扫榜。分析知乎盐言、七猫、黑岩、点众等平台热门短篇数据，捕捉风口题材。触发方式：/story-short-scan、/短篇扫榜、「短篇什么火」「知乎故事排行」。Votes: 0GitHub stars: 13
- Story Short Write短篇网文写作。辅助短篇小说创作，从构思到成稿，聚焦情绪拉扯与节奏把控。触发方式：/story-short-write、/写短篇、「帮我写一篇短篇」「写个盐言故事」。Votes: 0GitHub stars: 13
- Story网络小说工具箱主入口。根据用户需求自动路由到对应 skill，并可管理作者习惯、启动本地 Dashboard。触发方式：/story、$story、/story dashboard、/网文、「我想写小说」「记住我的写作习惯」「打开工作台」「检查更新」。Votes: 0GitHub stars: 13