Skill rating

Rewrite AI-drafted essays into more human-like academic prose. Fine-tuned LoRA over Qwen3-8B guided by 24 Wikipedia-style AI-writing pattern weights plus MDD/ADD syntactic targets from CAWSE/LOCNESS v

Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with scien

运筹优化数学建模辅助工具。当用户需要将实际问题转化为数学优化模型时使用，包括：(1) 输入运筹优化问题并要求建立数学模型；(2) 需要将文字描述转化为目标函数和约束条件；(3) 要求对问题进行数学公式化表述；(4) 需要验证或完善优化问题的数学模型；(5) 搜索相关学术论文了解研究现状。支持的场景：线性规划、整数规划、混合整数规划、非线性规划、动态规划、TSP/VRP等组合优化、网络流、选址问题、

Use this skill whenever the user wants Claude Code to write, scaffold, compile, debug, or review an arXiv-style academic paper, especially survey papers with LaTeX, BibTeX citations, TikZ figures, tab

Converts Markdown into an ElegantBook LaTeX book project and PDF. Invoke when user asks to typeset Markdown as a Chinese LaTeX book with diagrams.

清华大学毕业论文 Word → PDF 一键格式规范化工具。输入任意 Word (.docx) 格式的清华毕业论文，自动转换为符合清华 thuthesis 官方 LaTeX 模板规范的高质量 PDF。适用于所有清华学位论文（MBA/学硕/专硕），一条命令搞定。功能：自动提取章节结构、中英文摘要、参考文献（自动生成 BibTeX）、图片（含 caption）、表格（含表头和标题）、致谢、个人简历；自

Convert documents between 40+ formats using pandoc CLI. Handles Markdown ↔ Word ↔ PDF ↔ HTML ↔ LaTeX ↔ EPUB with smart defaults, professional templates, and comprehensive tooling.

Write 40-100+ page academic reports (FYP, thesis, dissertation) with parallel Claude Code subagents. 3-wave pipeline: Wave 0 extracts data from your research repo, Wave 1 writes chapters in parallel (

Comprehensive market research and analysis skill. Use when sizing markets, conducting competitive analysis, generating professional market research reports, analyzing consumer behavior, or identifying

Generate 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 pl

Translate academic papers from arXiv to Chinese. Use when users want to (1) translate arXiv papers from English to Chinese, or (2) create technical reports summarizing academic papers. Works with arXi

Generate publication-quality LaTeX tables from experimental results. Convert JSON/CSV data to booktabs-styled tables with bold best results, multi-row layouts, and proper captions. Use when creating r

Typst paper assistant for existing .typ manuscripts in English or Chinese. Use for compile/export diagnosis, venue formatting, BibTeX/Hayagriva checks, grammar, logic, abstract/title, tables, pseudoco

Guide LaTeX document authoring following best practices and proper semantic markup. Use proactively when: (1) writing or editing .tex files, (2) writing or editing .nw literate programming files, (3)

Create and present web-based slidedecks for developers using Slidev with Markdown, Vue components, code highlighting, animations, and interactive features. Use when building technical presentations, c

Tailor a client resume for a matching new job, generate a PDF from the tailored LaTeX, and record the application in the HireEase portal (the same effect as the portal application form). If available,

Make every number in the final PDF traceable to the exact code line that produced it. Uses \hypertarget/\hyperlink LaTeX commands and \num{formula} evaluated at compile time. Use for reproducibility a

Expert-level academic research and LaTeX paper writing with IEEE/APA citation support. Creates peer-reviewed research papers, literature reviews, and theses with proper scholarly standards.

Orchestrate the full paper pipeline end-to-end. Manage state propagation between phases (literature → plan → code → experiments → figures → tables → writing → review), support checkpointing and resump

Generates deep technical CookBooks, Handbooks, and Surveys from user materials (websites, PDFs, EPUBs, GitHub repos, arxiv papers, docs). Produces MDX chapters first, then ElegantBook LaTeX/PDF, Nextr

Access Overleaf projects via CLI. Use for reading/writing LaTeX files, syncing local .tex files to Overleaf, downloading projects, and managing Overleaf project structure. Triggers on Overleaf, LaTeX

Academic paper reading and literature research skill for paper-reading, 论文阅读, 论文精读, 文献阅读, literature review, arXiv, DOI, PDF, paper title, or paper list tasks. Use to triage papers, apply Li Mu inspir

Comprehensive guide for writing systems papers targeting OSDI, SOSP, ASPLOS, NSDI, and EuroSys. Provides paragraph-level structural blueprints, writing patterns, venue-specific checklists, reviewer gu

English LaTeX assistant for existing .tex journal or conference papers. Use for compile repair, venue formatting, bibliography/citation checks, section writing, logic, related work, tables, pseudocode

Trigger when: (1) User mentions "manimgl" or "ManimGL" or "3b1b manim", (2) Code contains `from manimlib import *`, (3) User runs `manimgl` CLI commands, (4) Working with InteractiveScene, self.frame,

Generate a professional, detailed, figure-rich LaTeX course note and final PDF from a YouTube lecture, tutorial, or technical talk. Use when the user provides a YouTube URL and wants structured Chines

自动撰写科研论文的完整 AI pipeline。当用户说"撰写[方向]论文"、"自动写论文"、"生成论文"时触发。功能包括：(1) 搜索 ArXiv 最新论文并下载原始 PDF；(2) 总结现有工作局限性；(3) 设计创新模型框架；(4) 撰写双栏 LaTeX 论文（IEEEtran格式）；(5) 生成科研级 matplotlib 配图；(6) 编译 PDF 并保存到桌面。此技能仅生成学术论文框架

Generate testable hypotheses. Formulate from observations, design experiments, explore competing explanations, develop predictions, propose mechanisms, for scientific inquiry across domains.

Compile LaTeX papers to PDF with automatic error detection, chktex style checking, and citation/reference validation. Runs the full pdflatex + bibtex pipeline. Use when the user wants to compile a pap

Design algorithms with LaTeX pseudocode and UML diagrams. Generate algorithmic environments, Mermaid class/sequence diagrams, and ensure consistency between pseudocode and implementation. Use when for

Handle LaTeX formatting, templates, and styling for academic papers. Set up conference templates (ICML, ICLR, NeurIPS, AAAI, ACL), fix formatting issues, manage packages, and ensure venue-specific com

LaTeX 模块化组合技能。提取 LaTeX 文档头/组件（表格、图片、列表、章节样式）作为可组合模块，通过 Python 脚本稳定组合生成不报错的 lualatex 文档，支持从原始 LaTeX 代码重构进模块化体系。

Creates source-level 80k+ word project CookBooks as LaTeX, PDF, and EPUB. Invoke for websites/docs/repos requiring deep technical books.

Generate a structured paper outline from review conclusions and experiment results. Use when user says "写大纲", "paper outline", "plan the paper", "论文规划", or wants to create a paper plan before writing.

Formal mathematical reasoning for research papers — derive equations, write proofs, formalize problem settings, select statistical tests, and generate LaTeX math notation. Use when the user needs math

优化 EPUB 文件的阅读体验：重写 CSS、统一中英文双语段落排版、强制字体（如 LXGW WenKai）、美化代码块与表格、解决阅读器白底白字问题。当用户需要美化/优化 EPUB 排版、修复 EPUB 显示异常、调整 EPUB 字体或颜色时调用。

Help a user find, judge, apply for and rehearse for jobs. Four modes: discover (what is out there worth looking at), assess (whether this posting is worth applying to), apply (build and pressure-test

Build print-ready academic conference posters from papers, PDFs, LaTeX projects, arXiv/OpenReview/project pages, reference posters, and user assets in one user request with internal render/repair iter

Write a specific section of an academic paper (Abstract, Introduction, Background, Related Work, Methods, Experiments, Results, Discussion/Conclusion) with section-specific guidance and two-pass refin

中文 LaTeX 学位论文助手，面向已有 .tex 硕博论文项目与高校模板。用于编译诊断、GB/T 7714、模板/章节结构、公式编号与断行、章标题/小节标题架构、章引言/本章小结、术语一致性、绪论/方法/实验/结论主线、文献综述、研究空白、摘要标题、三线表和去 AI 味；触发于“毕业论文/学位论文/硕士论文/博士论文”“公式编号挤到下一行”“每章最多 5 节”“对象、问题、方法”等中文 LaTe

Manage BibTeX citations for LaTeX papers. Harvest missing citations from a draft using Semantic Scholar, validate cite keys against .bib files, deduplicate entries, and format bibliography. Use when w

Guides writing academic papers section by section using an 11-step workflow with LaTeX templates and counterintuitive writing tactics. Covers Abstract, Introduction, Method, Experiments, Related Work,

Typst document creation and package development. Use when: (1) Working with .typ files, (2) User mentions typst, typst.toml, or typst-cli, (3) Creating or using Typst packages, (4) Developing document

将 PDF、Word (docx/doc)、Excel (xlsx/xls)、PPT (pptx/ppt)、图片等文件一键转换为 Markdown 或 JSON。 内置三大引擎：pandoc（DOCX 表格/Emoji/公式最强）、markitdown（微软开源，Excel/PPT/图片 OCR）、mammoth（DOCX 纯文本兜底）。 首次使用自动安装全部依赖，无需手动配置。 支持数学公式 →

Autonomously improve a generated paper via GPT-5.5 xhigh review → implement fixes → recompile, for 2 rounds. Use when user says "改论文", "improve paper", "论文润色循环", "auto improve", or wants to iterativel

Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with scien

Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submi