仓库/Skill 库

Perseus Vault 与 DeepSeek Harness 集成：MCP 配置示例 + 原生 pre-step memory-injection 插件Perseus Vault integration for DeepSeek Harness: MCP config example + native pre-step memory-injection plugin

🔧 通过灵活的 prompt 模板与任务规范项目简化 AI Agent，实现高效的指令与记忆管理。🔧 Streamline AI agents with this flexible prompt template and task specification project for effective instruction and memory management.

Python 包，通过 MCP、REST 与直接 Python 调用等方式，按 OHDSI 问题模板结构化研究问题。A Python package providing tools (MCP, REST, direct Python calls) for structuring research questions according to the OHDSI question templates.

Oaks Academy Compass 协助学生将研究问题转化为严谨、可辩护的成果，从选题到论文（dissertation/thesis）答辩提供全流程指导，覆盖社会科学、人文、管理、公共卫生与护理等多个领域。Oaks Academy Compass provides assistance to students seeking to convert research questions into rigorous, defensible work. A wholistic guide is offered from topic selection to dissertation, thesis and projects defense. Our support system cuts across diverse fields consisting of social sciences, humanities, management, public health and nursing

大语言模型（LLM）是一种人工智能（AI）程序，能够识别并生成文本，以及执行其他任务。A large language model (LLM) is a type of artificial intelligence (AI) program that can recognize and generate text, among other tasks.

Markdown 学术写作工作流：一篇以 Markdown 纯文本示例论文阐述写作流程，同时作为学习与脚手架项目。Markdown Academic Writing Workflow, an example paper talking about the writing workflow with Markdown plain text file, served as a learning and a scaffolding project at the same time.

社会科学系统综述的实时操作指南Live guide for conducting a systematic review in the social sciences.

多阶段现代控制项目：非等温 CSTR 反应器的建模、分析与控制Multi-phase modern control project: modelling, analysis, and control of a non-isothermal CSTR reactor.

UC Berkeley 课程 EDUC 209（Academic Writing Support Group）的教学大纲模板与资源。该课程我开设多年，部分同行觉得有用，现以 Markdown 文件公开，便于导入 Google Docs、转换为 HTML 或跨平台编辑使用。Syllabus template and resources for my longstanding UC Berkeley course EDUC 209: Academic Writing Support Group. Some colleagues have found these useful, so here they are rendered from simple Markdown files: a human-readable filetype that you can import into Google Docs, convert into HTML files, or otherwise edit and use across various platforms.

本文件夹包含一系列研究问题及用于回答这些问题的 Python 实验。This folder contains a series of research questions and Python experiments designed to answer those questions.

本地使用 AI 总结视频，从讲座、会议和教程中提取视觉亮点与文本摘要，基于 RTX 40 系列 GPU 的 CUDA 加速Summarize videos locally with AI, extracting visual highlights and text summaries from lectures, meetings, and tutorials using CUDA on RTX 40-series GPUs

通过实战示例学习 LaTeX，涵盖文档排版、数学公式、表格以及面向中文用户的 Beamer 演示文稿。Learn LaTeX through practical examples including document formatting, math formulas, tables, and Beamer presentations for Chinese users.

使用客户调查数据进行跑步机购买者画像统计分析，采用假设检验（t 检验、ANOVA）。Statistical analysis of treadmill purchaser profiles using hypothesis testing (t-tests, ANOVA) on customer survey data

关于宏观多细胞生物进化的可复现研究与交互式实验。Reproducible research and an interactive lab on the evolution of macroscopic multicellularity

用于系统综述与 Meta 分析的可编辑学术 HTML 演示Editable academic HTML presentation for systematic review and meta-analysis

面向初学者的研究项目，通过统计分析与线性回归探究学习习惯与学业表现之间的关系。A beginner research project investigating the relationship between study habits and academic performance using statistical analysis and linear regression.

Python 数据科学实习的战略数据探索规划项目，涵盖数据集选择、研究问题、数据清洗方法、探索性分析、统计技术、Python 工具及规划的分析流程Strategic data exploration planning project for a Data Science with Python internship, covering dataset selection, research questions, data cleaning methodology, exploratory analysis, statistical techniques, Python tools, and the planned analytical workflow.

Statistika Berbasis Data — Bahasa Indonesia (id-ID) 工作版，基于 OpenIntro Statistics 派生，包含 LaTeX 源文件、PDF 阅读器、模块化后端与 QA。Statistika Berbasis Data — edisi kerja Bahasa Indonesia (id-ID), diturunkan dari OpenIntro Statistics, dengan sumber LaTeX, pembaca PDF, backend modular, dan QA.

Jiří Lebl 所著 Basic Analysis、Notes on Diffy Qs 和 Cultivating Complex Analysis 的 Bahasa Indonesia 版本——LaTeX 源码与模块化后端。Edisi Bahasa Indonesia untuk Basic Analysis, Notes on Diffy Qs, dan Cultivating Complex Analysis karya Jiří Lebl — sumber LaTeX dan backend modular.

Kiki — 一个面向 Google Campaign Manager 360 的开源对话式 trafficking 助手。集成 70 个 CM360 工具，具备写入安全确认、内置 QA 以及零凭证 MCP demo。Kiki — an open-source conversational trafficking assistant for Google Campaign Manager 360. 70 CM360 tools, write-safety confirmation, built-in QA, zero-credential MCP demo.

一篇文献综述（Quarto 书），针对依赖效应量下的贝叶斯元分析稳健方差估计，论证 Cholesky 校准修正（CCC）A literature review (Quarto book) of robust variance estimation for Bayesian meta-analysis with dependent effect sizes — the case for Cholesky Calibration Correction (CCC)

基于 GitHub Page 的 2026 年文献综述 Miscanthus 产量制图演示。Demonstration of GitHub Page with Miscanthus Yield mapping for Literature Review 2026

应用型 AI 网络安全研究实验室，涵盖机器学习威胁检测、对抗机器学习、鲁棒性、网络威胁情报、MITRE ATT&CK/ATLAS、LLM 安全与可复现研究。Applied AI Cybersecurity research labs covering machine learning threat detection, adversarial ML, robustness, cyber threat intelligence, MITRE ATT&CK/ATLAS, LLM security and reproducible research.

CodeByte 黑客松团队仓库 —— [hackindia-team:ai-first-startup-hackathon-build-a-startup-using-ai-only:codebyte]。Hackathon team repository for CodeByte - [hackindia-team:ai-first-startup-hackathon-build-a-startup-using-ai-only:codebyte]

适用于 DeepSeek、Qwen、GLM 及多种 AI 模型的 OpenAI 兼容 API 示例。OpenAI Compatible API examples for DeepSeek, Qwen, GLM and multiple AI models.

ENGR 820 文献综述ENGR 820 literature review

基于 C/Python 的 ML 算法ML algo on C/Python

文献综述论文筛选器 —— 本地 Agent Skill（搜索、证据打包、验证、Excel 渲染）。云端模板为专有。Literature Review Paper Screener - local agent skill (search, evidence packaging, validation, Excel rendering). Cloud template is proprietary.

面向印度诊所的多语言医疗分诊助手—— LangChain + Groq Agent，基于 WHO 症状指南与 ICD-11 的 FAISS RAG，支持英语/印地语/卡纳达语的 Whisper 语音输入，FastAPI + PostgreSQL 后端。提供在线 demo。Multilingual medical triage assistant for Indian clinics — LangChain + Groq agent, FAISS RAG over WHO symptom guides and ICD-11, Whisper voice input in English/Hindi/Kannada, FastAPI + PostgreSQL backend. Live demo.

该密集型暑期课程向本科生介绍人口学及其在公共政策中的应用；学生学习生育、死亡、迁移等核心人口过程，以及人口研究方法、统计分析与人口数据分析。This intensive summer course introduces undergraduate students to the field of demography and its applications to public policy. Students learn the core demographic processes of fertility, mortality, and migration, along with demographic research methods, statistical analysis, and population data analysis.

基于 R 的线性混合模型统计分析工作流，用于科学研究数据。Statistical analysis workflow in R using linear mixed models for scientific research data.

2026 年面向 AI 代码生成的 PostgreSQL 优化终极指南。The Ultimate guide to PostgreSQL Optimization for AI Code Generation in 2026

SLU GS-VMAS 研究生院与 MedBioInfo 的合作项目，2026 年版。Collaboration between SLU's GS-VMAS Graduate School and MedBioInfo, 2026 rendition