caixinyu2017-star
- 109 skills
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- 15 hours ago last updated
- ▌ Light Slides · caixinyu2017-star bundle制作精美 PPT。当用户需要为论文、项目、竞赛、答辩、汇报、路演做幻灯片时使用。设计封面/目录/过渡/内容/图表/流程/时间线/对比/团队/结论/致谢等页。逻辑清晰、排版高级、审美统一、重点突出，按主题选风格（学术/科技/农业/医学/商务/极简/浅色/深色/数据可视化/竞赛路演）。不仅生成内容，还规划整套叙事逻辑、视觉风格、页面层次与演讲节奏。
- ▌ Cyber Ppt · caixinyu2017-star bundle当用户需要把 DOCX、PDF、TXT、XLSX、研究报告、业务材料或原始数据转成高密度、可编辑、咨询风格 PPTX 时使用；也适用于需要 SCR 论证、视觉风格探索、详细图表和渲染质检的 PPT。
- ▌ Light Citation · caixinyu2017-star bundle论文引用规划、审查与多格式生成。当用户需要处理参考文献、引用、bibtex 时使用。审查引用的关联度、真实性、权威性、时效性、数量、中外占比，是否引用了经典/最新/代表性/对比工作。避免虚假引用、过度引用、无关引用、堆砌、遗漏关键文献、低质量来源、引用与正文不匹配。生成 BibTeX/EndNote/GB-T 7714/APA/IEEE 等格式并按目标 venue 调整。
- ▌ Light Memory Pm · caixinyu2017-star bundle上下文管理、记忆持久化与科研项目管理。当任务涉及长期项目、需要记住项目背景/进展/版本/偏好，或需要把项目拆成阶段任务时使用（常驻）。持续记住研究方向、已定 idea、数据、实验进度、论文/PPT/图表/代码版本、投稿记录、用户偏好、目标期刊。把项目拆成阶段任务并建立任务清单、时间线、里程碑、风险清单与版本记录。
- ▌ Light Competition · caixinyu2017-star bundle竞赛与项目申报材料辅助。当用户做统计建模、数学建模、互联网+、挑战杯、大创、创新创业、科研训练等项目时使用。辅助写申报书、项目计划书、商业计划书、路演 PPT、答辩稿、项目摘要、技术路线、创新点、可行性分析、市场分析、研究基础、预期成果、经费预算、团队分工。用于非论文投稿场景，可与论文/软著/专利/PPT 联动。
- ▌ Light Consistency · caixinyu2017-star bundle统一风格与一致性维护。在论文、PPT、图表、代码、项目文档之间保持术语一致、视觉风格一致、逻辑线索一致、创新点表述一致（常驻，所有任务后台生效）。避免同一项目在不同材料中出现说法不一致、指标名称不统一、图表风格混乱、创新点前后矛盾、方法名称变化、数据集名称不统一、论文与 PPT 逻辑不一致、软著与系统功能不一致。
- ▌ Light Self Review · caixinyu2017-star bundle自动反思与自我审查。每次完成任务后自动检查是否存在逻辑漏洞、事实错误、格式问题、表达不清、创新不足、引用不准、结果夸大、审美不统一、重复内容、结构混乱、不可执行等问题（常驻，所有任务收尾时生效）。不一次性给出粗糙结果，而是先自我审查与迭代后再输出。
- ▌ Light Typesetting · caixinyu2017-star bundle根据目标期刊/会议/学校/比赛要求做 LaTeX 或 Word 排版并编译导出最终 PDF/Word。当用户需要套模板、排版、解决编译错误、导出论文时使用。处理标题层级、页边距、目录、摘要、关键词、公式、图表、算法伪代码、参考文献、附录、页眉页脚、页码、单/双栏、编号、交叉引用，并检查 LaTeX 编译错误、Word 格式问题、引用错误、图片位置、字体一致性、编号混乱。
- ▌ Light File Reading · caixinyu2017-star bundle强大地读文件并学习——Word、PDF、PPTX、Excel、CSV、图片、视频、代码、压缩包等。当用户提供任何文件、问"这个文件讲了什么"、或任务需要理解已有材料时使用（常驻，自动触发）。不只提取文字，而是理解结构、逻辑、图表、数据、实验结果、格式要求、章节关系、视觉风格、隐含要求与可复用内容，并转化为可执行任务。
- ▌ Light Orchestrator · caixinyu2017-star bundle编排器。当用户给出跨多个阶段的大任务（如"从这个数据集做到一篇论文""帮我把这个项目从调研做到投稿"）或要求"继续/刚断了/接手/恢复上下文"时，规划或恢复阶段化 pipeline，按 CONVENTIONS 阶段主线逐阶段调用相应技能，并在阶段间设置强制检查点（决策点 + 确认点），维护产物台账与断点交接。小任务（改摘要、画一张图、查引用）不走 pipeline，直接路由到单技能。
- ▌ Light Idea Critique · caixinyu2017-star bundle以顶刊/顶会审稿人标准严格判断 idea 是否真有突破，还是常规组合、套壳、概念堆叠、缺乏理论深度或实验支撑。当用户问"这个 idea 行不行/够不够创新/帮我挑刺"，或 m03 产出 idea 后必须使用。先盲后明立标准、八维度加权打分、五视角对抗、反谄媚硬协议，给判决 + Revision Roadmap，引导回 m03。
- ▌ Light Research Plan · caixinyu2017-star bundle对已确认可行的 idea 制定极其详细的研究方案、实验设计与执行规划。当用户的 idea 已通过 m04 审查、需要把 idea 拆成可执行可复现的完整科研流程时使用。覆盖研究目标、技术路线、数据流程、实验/消融/敏感性/鲁棒性/显著性检验、时间安排、风险与备选，并保证全程可复现。
- ▌ Light System Design · caixinyu2017-star bundle后端系统设计与数据库能力。当任务涉及系统架构、数据库设计、接口设计、权限/日志/异常/性能/部署时使用。设计 ER 图、数据表结构、接口文档、用户权限、数据流转、模块划分、API 规范、数据库索引、安全策略、部署方案，尤其适合科研系统、管理系统、数据分析平台、可视化平台、竞赛作品与软著项目。
- ▌ Light Backend Coding · caixinyu2017-star bundle后端代码编写、逻辑强、安全性高、可读性好、版本控制、代码审查。当任务需要写实验代码、模型代码、数据处理代码、可视化代码、后端接口或系统逻辑时使用。要求逻辑清晰、安全、可读、可维护、便于复现/扩展/部署。支持 Git 版本管理、代码审查、注释规范、README、依赖管理、环境配置、运行说明与项目结构整理。
- ▌ Light Figure Drawing · caixinyu2017-star bundle从顶会大牛角度进行专业绘图与组图。当用户需要把规划好的图实际画出来时使用。按情况用 Python(matplotlib/seaborn/plotly/altair)、R(ggplot2)、MATLAB、Visio、Origin、LaTeX/TikZ、Illustrator、PowerPoint 等。审美统一、专业清晰、配色合理、字体规范、线条清楚、高分辨率，适合直接投稿。不仅画图，还从论文表达角度判断怎么排、怎么组、怎么标注、怎么突出重点。
- ▌ Light Ip Application · caixinyu2017-star bundle辅助软件著作权与专利申请。当用户需要做软著或专利材料时使用。软著：软件名称、功能说明、操作说明书、源代码整理、文档撰写、材料清单、流程、界面截图、功能模块说明、版本与完成日期。专利：判断是否可申发明/实用新型/外观，梳理技术问题、技术方案、有益效果、创新点、实施例、权利要求书与说明书草案、附图说明。最终文本须由专业代理人审核。
- ▌ Light Paper Drafting · caixinyu2017-star bundle撰写论文初稿与单章节起草、重写、自检。当用户要写论文、写某个章节（标题/摘要/引言/相关工作/方法/实验/结果/讨论/结论/局限/未来工作）、重写某章节、或对草稿做失败模式自检时使用。五种模式 full/outline-only/abstract-only/section-redraft/self-review；以顶刊/顶会审稿人标准打磨，逻辑严谨、创新点突出、结论不夸大、claim 有引用支撑。
- ▌ Light Tool Selection · caixinyu2017-star bundle工具选择与多工具协同。根据任务自动判断适合用什么工具——搜索、Python、R、MATLAB、LaTeX、Word、Excel、PowerPoint、Visio、Origin、数据库、Git、前端/后端框架、绘图工具、文献管理工具等（常驻，所有任务后台生效）。不盲目用工具，而是按实际任务选最高效、最稳定、最专业的实现方式。
- ▌ Light Venue Matching · caixinyu2017-star bundle投稿定位与期刊/会议匹配。当用户问投哪个期刊/会议、要评估录用可能性/录用概率、做投稿规划时使用。根据论文质量、方向、创新程度、实验完整性、语言水平、作者背景和预算，推荐中文/英文期刊、SCI/SSCI/EI/CCF/核心、国际/国内会议。分析投稿难度、方向匹配度、审稿周期、版面费、以可核查信号做录用可能性定性分级(高/中/低,不编百分比)、是否适合本科生/弱导师资源、预警风险，给出冲刺/稳妥/保底分层选择。
- ▌ Light Figure Planning · caixinyu2017-star bundle根据论文内容规划应该做哪些图、哪些表、插在哪里、各起什么作用。当用户需要论文图表规划时使用。图表不限于统计图，也包括数据集真实效果图、模型输出示例、案例展示、可解释性可视化等。规划框架图、技术路线图、数据集示意图、模型结构图、算法流程图、结果对比/消融/敏感性图、真实效果图、统计表/对比表等，以审稿人标准判断哪些必做、哪些冗余。
- ▌ Light Frontend Design · caixinyu2017-star bundle独特吸睛、审美好、有特色、美观全面的前端设计。当任务涉及前端界面、项目展示页、系统演示、大屏可视化、可视化平台、微信小程序 UI、移动端界面、设计系统、Tailwind v4、shadcn/ui、Next.js、React、Vite、可访问性、动效、重设计审计时使用。不只是能用，而是好看、统一、清晰、有亮点、有视觉记忆点，适合展示/答辩/演示/落地。按主题选风格：科技感、学术感、农业智慧化、数据可视化、极简、玻璃拟态、卡片式、大屏、管理系统、移动端、小程序等。
- ▌ Light Idea Generation · caixinyu2017-star bundle根据项目实际情况提出有潜力、有差异化、有亮点的研究 idea。当用户需要创新点、研究思路、提方案，或问"这个方向/数据能做什么"时使用。结合已有基础、数据条件、技术能力、时间周期、发表/竞赛/课题目标，说明为什么值得做、创新点、相对现有方法的优势、能解决的具体问题、适合的成果形式与投稿层次。
- ▌ Light Paper Polishing · caixinyu2017-star bundle对论文分模块润色——语言润色、逻辑重构、结构优化、创新点强化、论证补强、摘要精炼、引言增强、实验分析深化、结论提升。当用户需要改论文、觉得某段不通顺/逻辑弱/创新点不突出时使用。从审稿人角度找逻辑薄弱、论证不足、表达不专业、易被质疑、缺引用、需重组之处，给出具体修改方案与修改后文本。
- ▌ Light Research Ethics · caixinyu2017-star bundle科研伦理、学术规范与风险审查。在所有科研任务中默认检查学术不端、数据造假、图片重复使用、引用不规范、隐私泄露、版权、结论夸大、过度包装、论文代写、专利权属、软著材料不真实等风险（常驻，所有任务后台生效）。对论文、项目、软著、专利与比赛材料做合规审查，确保内容真实、规范、可解释、可追溯。
- ▌ Light Result Analysis · caixinyu2017-star bundle对执行出来的结果、实验数据、模型输出、图表结果进行详细专业深入的分析。当用户实验跑完、需要解读数据、问"这些结果说明什么"时使用。不只描述好坏，而是解释为什么、哪些结果证明方法有效、哪些暴露问题、哪些异常需排查、哪些规律可成为论文亮点、哪些需补充实验。
- ▌ Light Review Rebuttal · caixinyu2017-star bundle审稿意见模拟与返修回复。当用户需要在投稿前预审论文、或收到真实审稿意见后做返修时使用。模拟顶刊/顶会审稿人严格审稿，给出贡献评价、优点、缺点、必改问题、建议补充实验、拒稿风险、可能追问。收到真实意见后分析审稿人关注点、制定返修策略、逐条撰写 response letter、修改论文对应部分。
- ▌ Light Data Engineering · caixinyu2017-star bundle数据处理、数据质量分析与数据集构建。当用户需要清洗数据、处理缺失/异常值、特征工程、数据增强、划分数据集、评估数据质量，或需自建数据集（采集、标注规范、格式、说明文档、隐私合规、发布）时使用。在提 idea 前优先判断现有数据是否足以支撑研究。
- ▌ Light Literature Search · caixinyu2017-star bundle强大地搜索并规范化整理科研资料。当用户需要调研某研究方向、找文献综述、了解某领域有哪些工作、搜集中英文论文/专利/标准/政策/数据集/开源项目/竞赛方案/行业报告/技术博客/官方文档时使用。不只罗列结果，而是筛选去重分类、判断可信度与重要性，整理为文献表、研究脉络、代表方法、优缺点对比与可复用资源。
- ▌ Light Project Structure · caixinyu2017-star bundle规范整洁的项目文件夹整理。当任务涉及新建项目、整理已有项目结构、规整文件命名与版本时使用。规划 data、src、models、results、figures、docs、paper、ppt、patent、software-copyright、experiments、logs、configs、references、assets、notebooks 等目录，保证结构清晰、命名规范、版本可追踪，便于写论文、答辩、申请软著专利与复现实验。
- ▌ Deep Research · caixinyu2017-star bundleUniversal deep research agent team. 13-agent pipeline for rigorous academic research on any topic. 7 modes: full research, quick brief, paper review, lit-review, fact-check, Socratic guided research dialogue, and systematic review with optional meta-analysis. Covers research question formulation, Socratic mentoring, methodology design, systematic literature search, source verification, cross-source synthesis, risk of bias assessment, meta-analysis, APA 7.0 report compilation, editorial review, devil's advocate challenges, ethics review, and post-research literature monitoring. Triggers on: research, deep research, literature review, systematic review, meta-analysis, PRISMA, evidence synthesis, fact-check, guide my research, help me think through, 研究, 深度研究, 文獻回顧, 文獻探討, 系統性回顧, 後設分析, 事實查核, 引導我的研究, 幫我釐清, 幫我想想, 我不確定要研究什麼, 研究方向, 研究主題.
- ▌ Auto Visio Helper · caixinyu2017-star bundleHelp Codex plan, generate, reproduce, and refine editable Microsoft Visio scientific diagrams. Use when users ask Codex to operate local Visio, create VSDX research figures, redraw uploaded paper screenshots or sketches in Visio, convert natural-language method descriptions into scientific diagrams, export preview PNG/PDF/SVG, or build editable model architecture, workflow, system architecture, experiment, pseudo-code, sequence, or module interaction diagrams.
- ▌ Academic Paper Reviewer · caixinyu2017-star bundleMulti-perspective academic paper review with dynamic reviewer personas. Simulates 5 independent reviewers (EIC + 3 peer reviewers + Devil's Advocate) with field-specific expertise. Supports full review, re-review (verification), quick assessment, methodology focus, Socratic guided, and calibration modes. Triggers on: review paper, peer review, manuscript review, referee report, review my paper, critique paper, simulate review, editorial review, calibrate reviewer, reviewer calibration, measure reviewer accuracy.
- ▌ Command Development · caixinyu2017-star bundleThis skill should be used when the user asks to "create a slash command", "add a command", "write a custom command", "define command arguments", "use command frontmatter", "organize commands", "create command with file references", "interactive command", "use AskUserQuestion in command", or needs guidance on slash command structure, YAML frontmatter fields, dynamic arguments, bash execution in commands, user interaction patterns, or command development best practices for Claude Code.
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- ▌ Auto Review Loop LLM · caixinyu2017-starAutonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables. Trigger with "auto review loop llm" or "llm review".
- ▌ Auto Review Loop Minimax · caixinyu2017-starAutonomous multi-round research review loop using MiniMax API. Use when you want to use MiniMax instead of Codex MCP for external review. Trigger with "auto review loop minimax" or "minimax review".
- ▌ Paper Poster · caixinyu2017-starGenerate a conference poster (article + tcbposter LaTeX → A0/A1 PDF + editable PPTX + SVG) from a compiled paper. Use when user says "做海报", "制作海报", "conference poster", "make poster", "生成poster", "poster session", or wants to create a poster for a conference presentation.
- ▌ Paper Slides · caixinyu2017-starGenerate conference presentation slides (beamer LaTeX → PDF + editable PPTX) from a compiled paper, with speaker notes and full talk script. Use when user says "做PPT", "做幻灯片", "make slides", "conference talk", "presentation slides", "生成slides", "写演讲稿", or wants beamer slides for a conference talk.
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- ▌ Readability · caixinyu2017-starCorrect grammar errors, typos, and improve academic readability in LaTeX, Markdown, or plain-text manuscripts. Scans the document once, then walks through every issue one-by-one asking for approval before applying each fix. Trigger when the user says "readability", "check grammar", "fix typos", "proofread for grammar", "improve readability", "polish wording", "语言润色", "修语法", or asks you to clean up the prose in a paper/chapter/section without wanting full content restructuring.
- ▌ Paper Polish · caixinyu2017-star bundleProofread and verify academic papers in LaTeX. Runs 19 sequential checks covering titles, consistency, citations, formatting, theoretical tension in motivation, concise results reporting, cross-section repetition, em-dash usage, and auxiliary-text-to-footnote conversion. Trigger when user says "check paper" / "proofread" / "paper-checker" / "校对" / "核查论文".
- ▌ Paper Writer · caixinyu2017-star bundleAutomatically write empirical sections of academic papers in LaTeX by reading tables/figures from a PDF. Trigger when user wants to write a paper from empirical results, has tables/figures in PDF, or says "write paper" / "paper-writer" / "写论文".
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- ▌ Referee Report · caixinyu2017-starGenerate academic referee reports for economics/finance papers, followed by a 150-word letter to the editor with recommendation (Reject / Major Revision) and Kai Wu signature. Two modes (normal / high-level), configurable number of comments; recommendation choice drives evaluation tone (Reject → negative, Major Revision → neutral). Trigger when user says "referee report" / "write referee report" / "审稿报告" / "写审稿意见" / "generate referee report" / "review this paper".
- ▌ Paper Submission · caixinyu2017-star bundleEvaluate a paper's contribution novelty, identify best-fit SSCI journal fields and ABS star rating, and recommend 20 target journals. Trigger when user says "paper submission" / "paper-submission" / "投稿评估" / "期刊推荐" / "target journal" / "选刊".
- ▌ Reference Verify · caixinyu2017-starVerify references in an academic paper: check whether each BibTeX entry is real, whether in-text citations match the cited paper's actual content, and produce a structured verification report. Use when user says "验证参考文献", "ref verify", "check references", "核实引用", "引用是否正确", or wants to audit citations in a LaTeX manuscript.
- ▌ Paper Self Revise · caixinyu2017-starRevise an academic paper based on internal review comments. Reads review report or annotated manuscript, then applies revisions one by one with user approval. Trigger when user says "self revise" / "paper-selfrevise" / "内部修改" / "根据审稿意见修改".
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- ▌ Ppt Master · caixinyu2017-star bundleAI-driven multi-format SVG content generation system. Converts source documents (PDF/DOCX/URL/Markdown) into high-quality SVG pages and exports to PPTX through multi-role collaboration. Use when user asks to "create PPT", "make presentation", "生成PPT", "做PPT", "制作演示文稿", or mentions "ppt-master".
- ▌ Auto Empirical Research Skills · caixinyu2017-star bundleRoute empirical-research requests through the Auto-Empirical Research Skills catalog when this whole repository is installed as one skill in Codex, CodeBuddy, Claude Code, or another IDE. Use to choose and load the right vendored AERS skill for causal inference, econometrics, replication, manuscript writing, citation checking, de-AIGC editing, or full empirical-paper workflows without reading the entire repository at once.
- ▌ Dashiai Ppt · caixinyu2017-star bundle制作 PPT、演示文稿、幻灯片、汇报材料时使用。DashiAI PPT 基于预置视觉主题组合页面,生成可离线打开、可在浏览器编辑的 HTML 演示,支持导出 PPTX / PDF 文件。
- ▌ Academic Paper · caixinyu2017-star bundle12-agent academic paper writing pipeline. 10 modes (full/plan/outline/revision/revision-coach/abstract/lit-review/format-convert/citation-check/disclosure). 6 paper types, 5 citation formats, bilingual abstracts, LaTeX/DOCX-via-Pandoc/PDF output. Style Calibration + Writing Quality Check + Anti-Patterns with IRON RULE markers. Triggers: write paper, academic paper, guide my paper, parse reviews, AI disclosure, 寫論文, 學術論文, 引導我寫論文, 審查意見.
- ▌ Writing AI Paper · caixinyu2017-star bundleGuide the planning, drafting, and revision of AI/ML conference papers (NeurIPS, ICML, ICLR, CVPR, AAAI, ACL, etc.) using the handbook "Writing AI Conference Papers" by hzwer (Zhewei Huang) and DingXiaoH (Xiaohan Ding). Use when the user is writing a machine-learning / deep-learning / computer-vision / NLP paper and needs help finding the core idea, building the paper framework, writing the introduction or related work, improving readability and defensibility, preparing for the deadline, anticipating reviewer criticism, or judging whether a research idea is worth pursuing. Also trigger on Chinese phrasings such as 写AI论文、写顶会论文、深度学习论文写作、投稿NeurIPS/ICML/ICLR/CVPR、改论文、提升论文可读性、审稿意见、rebuttal、idea是否值得做.
- ▌ Econ Write · caixinyu2017-star bundleExpert economics paper writing assistant synthesizing advice from 50+ top guides by Cochrane, McCloskey, Shapiro, Head, Bellemare, Goldin, Glaeser, Kremer, and other leading economists. USE THIS SKILL whenever the user writes, edits, reviews, rewrites, or structures any economics paper, thesis, job market paper, abstract, introduction, conclusion, results section, literature review, or referee response. Also handles LaTeX formatting, presentations, and paper audits. Covers all paper types (applied, theory, structural, mixed) and all sections.
- ▌ Visio Image Rebuilder · caixinyu2017-star bundleRebuild or restyle editable Microsoft Visio diagrams from reference images and existing .vsdx files, then export deliverables as .vsdx, PNG, SVG, PDF, or PPTX. Use when the user asks Codex to open Visio, recreate a diagram from a PNG/JPG/screenshot/reference image, match a scientific model figure, batch-create Chinese technical-bid flowcharts, continue drawing another similar flowchart, update colors/typography/layout in a .vsdx, calibrate panel coordinates to avoid shifted or overlapping submodules, or make publication/presentation outputs while preserving Visio native editable shapes rather than embedding the reference image as a flat picture. For Chinese technical-bid flowcharts, default to the user's standard SimSun/宋体 12 pt technical-bid style and ask whether to use that default or reproduce the original image style when the two conflict.
- ▌ Cn Top Econ Writing · caixinyu2017-star bundleUse when drafting, auditing, restructuring, polishing, or adapting a Chinese economics paper for Chinese journals such as 《经济学（季刊）》, 《经济研究》, 《管理世界》, and 《中国工业经济》. Focus on China-question orientation, argument logic, identification clarity, contribution framing, section logic, Chinese abstract and English summary conventions, journal-specific submission style, and submission-ready text. Do not use for raw data cleaning or model estimation; pair with empirical-econ-workflow when code or regressions are needed.
- ▌ Econ Writing Workflow · caixinyu2017-star bundleUse as the main entry point for economics writing workflows in English or Chinese, including paper planning, full paper drafting from research questions and result packages, abstract/introduction/results revision, Chinese top-journal adaptation, English and Chinese diction cleanup, AI/translationese removal, table and figure design, notes/captions, formatting checks, and routing to empirical workflow support when data cleaning, regressions, or variable construction are involved.
- ▌ Paper Workflow · caixinyu2017-star bundle经管 / 社科实证论文全流程 meta-orchestrator：把选题、设计、数据、估计、方法闸门、 表图、写作、去 AI 味、质量门、修订、投稿与复盘编排成 Stage 0–9 可断点续跑流水线。 本 skill 不重复实现子能力，而是按阶段调用既有 skill 或并行 subagent，并在 Stage 3–4 路由 Python/StatsPAI、Stata、R 三种分析后端。触发：/paper-workflow、帮我写一篇实证论文、 从选题到投稿、端到端 empirical paper、已有 proposal/数据/初稿要推进到投稿，或明确要求 用 Stata / R/fixest / Python-StatsPAI 完整复现。
- ▌ Econ Table Figure Design · caixinyu2017-star bundleUse when designing, auditing, revising, or formatting tables and figures for economics papers in English or Chinese, including three-line tables, main regression tables, robustness tables, heterogeneity and mechanism tables, table notes, figure admission, event-study/trend/map/distribution figures, color palettes, typography, and publication-ready export checks.
- ▌ Econ Writing Workflow Multiagent · caixinyu2017-star bundleExperimental beta entry point for large economics writing projects that need multi-agent or staged-agent coordination, including full paper drafting from result packages, many tables and figures, major revisions, bilingual writing, long context management, shared paper_state protocols, role handoffs, conflict resolution, and integration across econ-write, cn-top-econ-writing, econ-table-figure-design, and empirical-econ-workflow. Use for complex projects, not short one-off polishing.
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- ▌ 38 Peternka Academic Proofreader · caixinyu2017-star bundleAcademic Proofreader System Prompt — Applied Microeconomics (Claude Code)
- ▌ Novelty Check · caixinyu2017-starVerify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before implementing.
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- ▌ Aer Rebuttal · caixinyu2017-star bundleUse when responding to a Revise & Resubmit decision from AER, AER:Insights, or an AEJ, and a point-by-point response letter plus aligned manuscript revisions are needed. Handles triage, the concede / clarify / push-back decision, and the response-letter format that editors actually read.
- ▌ Aer Statspai · caixinyu2017-star bundleUse when aer-identification has fixed the design, after methodology choice and before aer-robustness or aer-tables-figures, to run an AER-track analysis with StatsPAI — the agent-native Python engine and MCP server for causal inference, robustness, sensitivity, and publication-ready table export.
- ▌ Aer Workflow · caixinyu2017-star bundleUse when deciding which AER-skills sub-skill to use next, before choosing a specialized skill or after a user asks how to sequence manuscript work from topic selection through rebuttal for AER, AER:Insights, or AEJ journals. Routes — does not replace — the specialized skills.
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- ▌ Aer Literature · caixinyu2017-star bundleUse when positioning a manuscript against the existing economics literature, building the antecedents map for the introduction, deciding what to cite, or verifying that every reference in the bibliography is real, correctly attributed, and cited to the published version. Apply at topic selection for the novelty scan and again before drafting the introduction.
- ▌ Aer Paper Body · caixinyu2017-star bundleUse when drafting or revising the body sections of an AER, AER:Insights, or AEJ manuscript — institutional background, data, empirical strategy, results, mechanisms, and conclusion. Covers equation conventions, results-paragraph narration, magnitude interpretation, and back-of-envelope policy calculations. Apply after the empirics are stable and before or alongside aer-introduction.
- ▌ Aer Robustness · caixinyu2017-star bundleUse when the main empirical results exist but the manuscript lacks the robustness, heterogeneity, mechanism, and placebo checks that AER referees will demand. Apply after aer-identification and before aer-introduction so that the value-added paragraph can reference these tests.
- ▌ Aer Submission · caixinyu2017-star bundleUse when running the final pre-submission audit for an AER, AER:Insights, or AEJ manuscript — length, format, cover letter, per-author disclosure statements, file packaging, and routing among the AEA journal family. Apply immediately before clicking submit.
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- ▌ Aer Referee Sim · caixinyu2017-star bundleUse when a complete draft exists and needs an adversarial internal review before submission — simulating the AER desk screen and three referee reports with calibrated severity, scoring the paper against the editorial rubric, and producing a prioritized revise list. Apply after aer-consistency passes and before aer-submission; rerun until the simulated verdict is at least major R&R.
- ▌ Aer Replication · caixinyu2017-star bundleUse when assembling the AEA Data and Code Availability deposit for an AER, AER:Insights, or AEJ acceptance, writing the README, or auditing a replication package before the AEA Data Editor review. Implements the current AEA policy, including the February 2026 Data and Code Availability Policy.
- ▌ Aer Introduction · caixinyu2017-star bundleUse when drafting or rewriting the introduction of an economics manuscript targeted at AER, AER:Insights, or an AEJ, or when compressing an abstract to the mandatory 100-word limit. Implements the Keith Head / Bellemare five-paragraph formula and AER-specific formatting conventions. Apply after the body sections exist.
- ▌ Econfin Idea Finder · caixinyu2017-star bundle公司金融实证研究的"漏斗式选题查找器"。互动开场先后询问 (1) 研究方向、(2) 候选标题数量 N， 再扫描全球文献（已出版英文学术期刊 + SSRN working paper + 全球高校 department seminar 1 年内日程），基于 Edmans (2024) "1000 Rejections" 红线生成 N 个候选标题，**通过并行 subagent（Agent 工具）批量生成计划书 + 查新；每个 subagent 必须强制调用 Skill 工具加载 econfin-proposal 与 novelty-check 两个预设 skill 完成各自模块**，**只有当 novelty score >= 9 时（即 JF/JFE/RFS 顶刊层次），subagent 才把 proposal + 查新报告合并的 md 写入 F:\Dropbox\CC\选题大全\<研究方向短名>\（以"简短选题名称-分数"命名，子文件夹名由 Step 0 从用户输入的研究方向派生）；< 9 分的选题在 subagent 内部直接丢弃，绝不写盘、绝不输出**。当用户说"找选题"、"帮我找选题"、"想做 X 方向"、 "empirical CF idea search"、"批量生成研究计划书"、"100 ideas"、"econfin-idea-finder" 时触发。
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- ▌ Master Thesis Review · caixinyu2017-starGenerate master's thesis review reports (硕士论文评阅意见) calibrated to a given score. Outputs academic evaluation and shortcomings/suggestions in Chinese. Trigger when user says "master thesis review" / "硕士论文评阅" / "论文评阅" / "评阅意见" / "thesis review".
- ▌ Paper Referee Revise · caixinyu2017-star bundleRevise an academic paper based on journal referee reports. Reads referee comments from review report or annotated manuscript, then directly modifies main.tex one comment at a time with user approval. Generates response letter after revision. Trigger when user says "referee revise" / "paper-referee-revise" / "审稿意见修改" / "根据审稿人意见修改" / "referee report".
- ▌ Aer Identification · caixinyu2017-star bundleUse when selecting, implementing, or stress-testing the causal identification strategy for an empirical economics manuscript — difference-in-differences (including staggered designs), instrumental variables (including weak-IV-robust inference), regression discontinuity, synthetic control, or shift-share / Bartik. Apply before writing the introduction or results.
- ▌ Aer Tables Figures · caixinyu2017-star bundleUse when constructing or revising regression tables, descriptive statistics tables, or figures after results are estimated and before submission for an AER, AER:Insights, or AEJ manuscript. Implements AER booktabs house style, regression-table layout, and figure-note conventions.
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- ▌ Aer Topic Selection · caixinyu2017-star bundleUse when evaluating whether a research idea clears the AER top-5 bar, when routing between AER, AER:Insights, and the AEJ family, or when sharpening a fuzzy contribution sentence into one publishable claim. Apply before any writing begins.
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