仓库/Skill 库

面向几何感知量子机器学习的可复现研究框架。A reproducible research framework for geometry-aware quantum machine learning.

一套面向 LLM-based RTL 验证开放研究问题的架构：分块多表征记忆（BM25 / HNSW / 结构化事实）、基于本地 7B LLM 的多 Agent 编排器，以及具备漂移保护的反馈驱动优化。An architecture answering open research questions on LLM-based RTL verification: chunked multi-representation memory (BM25 / HNSW / structured facts), a multi-agent orchestrator over a local 7B LLM, and feedback-driven refinement with drift protection.

AI 驱动的研究助手，自动检索、分析、总结、评审并格式化学术论文，生成带 APA 引用与 PDF 输出的结构化系统文献综述AI-powered research assistant that automatically searches, analyzes, summarizes, reviews, and formats academic research papers into structured systematic literature reviews with APA citations and PDF output.

用于将 LaTeX 编译为 Desmos 的微型 DSL。A tiny DSL for compiling LaTeX to Desmos

本地 Windows PDF 阅读器，支持直接文本翻译与 AI 辅助的科研阅读A local Windows PDF reader with direct text translation and AI-assisted research reading.

Composio AI 产品运营案例研究：可复现的研究 Agent 与 100 个应用集成的就绪数据集。Composio AI Product Ops case study: reproducible research agent and 100-app integration readiness dataset.

用于系统综述检索的交互式工具：PICO 构建器、数据库语法转换器与邻近算子构建器。Interactive tools for systematic review searching: PICO builder, database syntax converter, and proximity-operator builder.

一个基于 R/Shiny 的应用，用于离散数据的图形绘制与统计分析，面向研究用途；可生成高分辨率图片或 SVG 格式的出版级图表，便于直接用于学术论文与报告。An R/Shiny-based application designed for graph plotting and statistical analysis of discrete data, tailored for research purposes. It generates publication-quality plots in high-resolution image or SVG formats, ready for seamless inclusion in academic papers and presentations.

论文《Physics-Informed Neural Networks and Neural Operators for PDEs: A Unified Taxonomy and Systematic Review》（Neural Networks）的补充材料：PRISMA 数据集、PDE 复杂度评分标准以及概念验证的统一基准。Supplementary materials for 'Physics-Informed Neural Networks and Neural Operators for PDEs: A Unified Taxonomy and Systematic Review' (Neural Networks): PRISMA datasets, PDE complexity rubric, and proof-of-concept unified benchmark

本仓库包含开展以下系统综述所使用的完整代码库：'How The Biopsychosocial Model Frames Chronic Pain Research'。This repository contains the full codebase utilized in the process of conducting the following systematic review: 'How The Biopsychosocial Model Frames Chronic Pain Research'.

一个结合 Web 搜索与 API 增强的 Agent，用于构建研究论文知识图谱，突破文献综述瓶颈。An agent that combines web search and API enrichment to build a knowledge graph of research papers for literature review bottlenecks

配套代码，对应 2026 Modeling the Future Challenge CRA 决赛入围作品《Urban Heat Island Effects in the Dallas-Fort Worth Metroplex: A Systematic Review》Code accompanying the 2026 Modeling the Future Challenge CRA Finalist "Urban Heat Island Effects in the Dallas-Fort Worth Metroplex: A Systematic Review"

呼吸道病毒传播系统综述的数据与代码。Data and code for a systematic review on respiratory virus transmission

针对个性化新抗原癌症疫苗与肿瘤特异性 T 细胞应答的独立结构化文献综述Independent structured literature review of personalized neoantigen cancer vaccines and tumor-specific T-cell responses.

由 SRWS-PSG 维护的一系列基于 Markdown 的系统综述（SR）方案模板，是 protocols.io V.2 干预综述模板的继任者。A collection of Markdown-based systematic review (SR) protocol templates, maintained by SRWS-PSG. Successor to the protocols.io V.2 intervention-review template.

微生物学硕士作品集，展示临床研究、生物技术、科学写作、学术项目、证书与专业经历。M.Sc. Microbiology graduate portfolio showcasing clinical research, biotechnology, scientific writing, academic projects, certifications, and professional experience.

专业跨平台纵向心率变异性（HRV）分析应用，支持 Kubios 数据导入、自动生成科研报告、高级统计分析、受试者管理，以及面向研究、运动科学和临床监测的交互式仪表板。A professional cross-platform application for longitudinal Heart Rate Variability (HRV) analysis, featuring Kubios data import, automated scientific reporting, advanced statistical analysis, participant management, and interactive dashboards for research, sports science, and clinical monitoring.

用于演示可复现研究的 demo 项目a demo project for demonstrating reproducible research

📑 使用此 LaTeX 模板按官方规范生成上海交通大学本科毕业论文的中期检查报告。📑 Create structured midterm examination reports for SJTU Bachelor theses using this LaTeX template, adhering to official guidelines.

可复现研究基准实验：二维度量空间下的贪心 t-Spanner 构造算法A reproducible research benchmarking lab for Greedy t-Spanner Construction Algorithms in 2D Metric Spaces.

用于学术演示的 LaTeX Beamer 模板。A LaTeX Beamer template for academic presentations.

一款面向学生的友好界面应用，用于介绍 Diana Ridley（2012）的文献综述方法（SQ3R），并融入适用于社会科学学生的 SPIDER 方法，辅助学生主动完成文献标注与综述写作This app is a student friendly interface to introduce Diana Ridley's (2012) method of literature review (SQ3R) and incorporating 'SPIDER' method for students of Social Science. This is an assistive application for students to actively annotate and write review of literature.

SLR Harvester Web 是一个面向 Scopus、PubMed 和 OpenAlex 系统综述的浏览器仪表盘，可持久化记录检索策略、标签与筛选决策，实现完整方法学透明性；注册后可跨设备同步项目，也支持本地文件夹离线使用SLR Harvester Web is a browser-based dashboard for Scopus, PubMed and OpenAlex systematic literature reviews. It persistently logs search strategies, tags, and screening decisions for full methodological transparency. Sign up to sync projects across devices, or work offline with a local folder.

系统综述工具：面向学生自我关怀与学业功能的全文筛选与 Covidence 数据提取。Systematic-review tooling: full-text screening and Covidence data extraction for self-compassion and academic functioning in students

一个 Claude Managed Agent，可回答 SlideRule 研究问题并返回独立的 HTML 仪表板；每个用户需在其自己的 Anthropic 账号中部署专属 AgentA Claude Managed Agent that answers SlideRule research questions and returns a self-contained HTML dashboard. Each user provisions their own agent in their own Anthropic account.

基于调整后参赛阵容得分均值对美国公开赛球场难度进行统计分析，并以女子公开赛、业余赛及阵容强度数据进行交叉验证。包含 Welch's t 检验、ANOVA 以及 2021 年自然实验。配套论文的补充代码与数据Statistical analysis of U.S. Open golf venue difficulty using adjusted field scoring averages, cross-validated against Women's Open, Amateur, and field-strength data. Includes Welch's t-tests, ANOVA, and a 2021 natural experiment. Supplementary code and data for accompanying research paper.

研究问题：在脓毒症发生前检测患者 — 使用分类算法实现脓毒症的早期检测Research Question: Detect Sepsis in Patients Before it Emerges - Early Detection of Sepsis using Classification algorithms

AI 驱动的学术研究助手，使用 RAG 与 LLM 进行论文分析、生成文献综述、识别研究空白、产出深度解读，并生成带来源引用的演示文稿。AI-powered academic research assistant that uses RAG and LLMs to analyze research papers, generate literature reviews, identify research gaps, create deep explanations, and generate presentations with source citations.

使用工具研究问题并生成答案的 AI AgentAn AI agent that uses tools to research questions and generate answers.

本地优先求职工作站——抓取职位、筛选分流，通过自有 Codex CLI 定制简历与求职信，导出 LaTeX PDF，无需服务器端模型密钥。Local-first job-search workstation — fetch roles, triage, tailor CVs and cover letters through your own Codex CLI, export LaTeX PDFs. No server-held model keys.

本仓库最初是我毕设项目的 PyTorch Lightning 模板，后来演进为包含完整项目实现本身。研究问题是地理定位如何影响遥感视觉-语言模型的训练与推理。注：仓库名称与描述可能变化。This repo originally was a PyTorch Lightning template for my thesis project. It has since evolved to contain the full project implementation itself. The research question is how geolocation influences the training and inference of vision-language models for remote sensing. Note: The repository name and description may change