仓库/Skill 库

GreenQuill - 学术写作与碳研究咨询。GreenQuill - Academic Writing & Carbon Research Consultancy

支持自主实验、文献发现、循证科学写作与 AI 同行评审的 Agentic 研究流水线。An agentic research pipeline for autonomous experimentation, literature discovery, evidence-grounded scientific writing, and AI peer review.

全球研究者的终极 AI 驱动发现平台。统一搜索 8+ 专业数据库（NCBI、arXiv、OpenAlex），结合 Llama 3.1 驱动的综合分析、RAG 问答与自动化文献综述。The ultimate AI-powered discovery hub for global researchers. Unified search across 8+ specialized portals (NCBI, arXiv, OpenAlex) with Llama 3.1-driven synthesis, RAG chat, and automated literature reviews.

中文學術寫作的後設論述量尺 · A descriptive metadiscourse scale for Chinese academic writing (not a detector)

CUMCM 数学建模 AI skill 包：选题、模型选择、论文写作、陷阱清单。3 年竞赛经验CUMCM math modeling AI skill pack: problem selection, model choice, paper writing, trap list. 3 years of contest experience

面向 OCR 历史文献的小型可复现预处理流水线，保留页码映射以实现透明搜索与导出。A small, reproducible preprocessing pipeline for OCR-based historical sources, retaining page mappings for transparent search and export.

Claude Code 插件：面向 2026 年学术写作工作流的 42 个 Scholar AI 命令Claude Code Plugin: 42 Scholar AI Commands for 2026 Academic Writing Workflows

企业级 Agent SaaS 平台 — 通过本体引导的 AI 流水线将非结构化数据转化为结构化知识。Enterprise agentic SaaS platform — transform unstructured data into structured knowledge through ontology-guided AI pipelines

从研究问题到论文——全自动化。基于多框架的机器学习研究流水线（CrewAI · AutoGen · LangGraph），支持流式 UI 与人在环控制。From a research question to a paper — automatically. Multi-framework ML research pipeline (CrewAI · AutoGen · LangGraph) with streaming UI and human-in-the-loop control.

Colophon——经过生产验证的 Quarto + LaTeX 脚手架，用于课程书籍、手册与技术参考书。开箱即用支持横向页面、附录、带题注的表格以及正确的引用样式。Colophon — a production-tested Quarto + LaTeX scaffold for course books, manuals, and technical handbooks. Landscape pages, appendices, captioned tables, and citation styling handled correctly out of the box.

面向生物医学系统综述的 Claude Code skills 协议：MCP 锚定引用、实证完整性、PRISMA/PROSPERO 系统综述、新颖性核查、Zotero 操作、并行审稿手稿修订，并提供面向健康科学研究策划的生信、临床与科学传播 skill 集合。Claude Code skills protocol for biomedical systematic review: MCP-grounded citations, empirical integrity, PRISMA/PROSPERO systematic reviews, novelty checks, Zotero operations, and parallel-critic manuscript revision — plus a curated set of bioinformatics, clinical, and scientific-communication skills for health-science research.

以静态优先的学术写作平台，支持草稿撰写、引用管理、文献综述、图表与可投稿的 PDF 输出。Static-first academic writing platform for drafting, citations, literature review, figures, and submission-ready PDFs.

我的个人简历。My own Resume

一个研究级 Python 流水线，用于分析 Wireshark 抓包数据，提取网络流特征，进行统计分析、异常检测，并生成可用于 GAN 入侵检测系统的机器学习就绪数据集A research-grade Python pipeline for analyzing Wireshark packet captures, extracting network flow features, performing statistical analysis, anomaly detection, and generating machine learning-ready datasets for GAN-based Intrusion Detection Systems.

Narix Academy 的学术写作服务平台。Narix Academy's academic writing service platform

可复用的 LuaLaTeX 类与宏包，用于构建统一的简历、CV、求职信及相关求职文档，适用于学术与非学术场景。Reusable LuaLaTeX classes and packages for building consistent résumés, CVs, cover letters, and related career documents for academic and non-academic applications.

可复现流水线：对 Prada 等人（2025）对乙酰氨基酚/NDD 系统综述中发表偏倚证据的定量再分析。Reproducible pipeline: quantitative reanalysis of the publication-bias evidence in Prada et al. (2025)'s acetaminophen/NDD systematic review

通过分析 trace 诊断与调试 RAG 流水线，定位并修复影响答案质量与相关性的问题Diagnose and debug Retrieval Augmented Generation pipelines by analyzing traces to identify and fix issues affecting answer quality and relevance.

📄 Trexo PDF Signer：面向企业需求的开源方案，简化 PDF 安全合规的数字签名流程。📄 Simplify secure and compliant digital signatures for PDFs with Trexo PDF Signer, an open-source solution tailored for enterprise needs.

🌐 利用多跳图推理结合知识图谱和向量搜索，挖掘隐藏的全球供应链风险，获得更深层洞察。🌐 Map hidden global supply chain risks with multi-hop graph reasoning combining knowledge graphs and vector search for deeper insights.

将任意代码库转化为学术论文（Typst、LaTeX、PDF 与 WebPaper HTML）。提供标准库 Python CLI + Claude Agent Skill。Turn any codebase into an academic paper (Typst, LaTeX, PDF & WebPaper HTML). Stdlib Python CLI + Claude Agent Skill.

SLM-PICO-Screener 是用于自动化系统综述筛选的轻量 NLP 流水线，基于 Phi-3 Mini 配合 LoRA 与 4-bit 量化，将文章分类为 8 个 PICO 标签。体积约 90 MB，可在消费级 GPU/CPU 上运行，加速生物医学研究中的证据综合。SLM-PICO-Screener is a lightweight NLP pipeline automating systematic review screening. Built on Phi-3 Mini with LoRA & 4-bit quantization, it classifies articles into 8 PICO labels. At ~90 MB, it runs on consumer GPUs/CPU, accelerating evidence synthesis in biomedical research.

面向 LaTeX 的实时引用管理与追踪工具，完全离线运行。Real-time citation manager and tracker for LaTeX. Fully offline.

面向文档溯源 QA Agent 的生产级 Harness：检索、起草、自评、重写、升级循环，配套 LLM-as-judge 评测套件、分级权限工具、对破坏性操作的人工审批，以及一键容器化部署。A production-grade harness for a document-grounded QA agent: a retrieve, draft, self-score, re-draft, escalate loop with an LLM-as-judge eval suite, permission-tiered tools, human-in-the-loop approval for destructive actions, and a one-command container deploy.

个人 AI 工程博客与作品集——12 篇文章，覆盖 agentic AI、RAG、embeddings、chunking、token 及生产实践。基于 Astro 构建，部署于 Cloudflare Pages。Personal AI engineering blog and portfolio — 12 posts covering agentic AI, RAG, embeddings, chunking, tokens, and production patterns. Built with Astro and deployed on Cloudflare Pages.

面向 DeepSeek Harness agent 的学术写作工具包：论文大纲、标题/摘要模板、GB/T 7714 / APA / MLA 引用、措辞质检以及投稿前清单。Academic writing toolkit for DeepSeek Harness agents: paper outlines, title/abstract skeletons, GB/T 7714 / APA / MLA citations, phrasing QA, and a pre-submission checklist