仓库/Skill 库

一个独立开发的板块轮动预测项目，2026 年重构为含回顾性方法学审计的可复现研究工具包An independently developed sector-rotation forecasting project, rebuilt in 2026 as a reproducible research toolkit with a retrospective methodological audit.

桌面应用配以教程脚本，提供本地化、全程可追溯的 meta 分析与系统综述辅助工具。A desktop applicaiton with companion tutorial scripts that provide a local and fully tracked tool to help with Meta-Analysis and Systematic Reviews

AI 系统AI System

GMS 6803 临床研究数据科学课程材料，含幻灯片、代码与实操实验，内容涵盖真实世界健康数据、基于 EHR 的队列构建、SQL、Python、统计分析与临床研究中的机器学习Course materials for GMS 6803 Data Science for Clinical Research, including slides, code, and hands-on labs on real-world health data, EHR-based cohort development, SQL, Python, statistical analysis, and machine learning for clinical research.

基于 NLP 与语义嵌入（SciBERT/SPECTER）的 AI 论文推荐系统。用户输入论文或关键词，即可获得排序后的上下文相关推荐，解决关键词检索造成的信息过载，加速学术文献发现。An AI-powered system that recommends relevant research papers using NLP and semantic embeddings (SciBERT/SPECTER). Users input a paper or keywords and receive ranked, context-aware suggestions—solving information overload from keyword-based search and speeding up academic literature discovery.

Zhixin Li 的学术主页：超声医学、医学影像 AI、多模态学习与可复现研究。Academic homepage of Zhixin Li: ultrasound medicine, medical imaging AI, multimodal learning, and reproducible research.

一个可复用的 skill，用于对临床研究、系统综述和 meta-analyses 进行严谨且有来源支持的评估与分析。A reusable skill for rigorous, source-backed appraisal and analysis of clinical studies, systematic reviews, and meta-analyses.

以问题为先、步骤可验证、可自我进化的 agent skill，用于系统综述与 Meta 分析。A question-first, step-verified, self-improving agent skill for systematic reviews and meta-analysis

面向 AI Agent 的学术研究情报——论文检索、科学文献、引用分析、arXiv、作者指标、前沿研究与语义相关工作（pgvector）。支持 MCP + x402。Academic research intelligence for AI agents — paper search, scientific literature, citation analysis, arXiv, author metrics, trending research & semantic related-work (pgvector). MCP + x402.

活文献综述：面向网络安全领域的现代数据架构Living literature review: Modern data architecture for cybersecurity

Journal Finder V2.0Journal Finder V2.0

Journal Finder V1.0journal finder V1.0

Fiberarticle 是一个 Agentic AI，可自主开展研究、执行文献综述并撰写可发表级的论文Fiberarticle is an Agentic AI that researches, performs literature reviews, and writes publication-ready article papers.

面向研究生学术英语写作、研究设计、伦理、修改与发表的韩文交互式现场指南Interactive Korean field guide for graduate academic English writing, research design, ethics, revision, and publication

gMG 免疫治疗试验中安慰剂组变化的系统综述与荟萃分析代码及数据Code and data for the systematic review and meta-analysis of placebo-arm changes in gMG immunotherapy trials

本数据分析报告研究多种因素与睡眠质量的关系，旨在回答：1) 不同年龄群体的睡眠质量关联因素是否存在差异？2) 职业对睡眠质量的影响程度如何？This data analysis report investigates the relationships between various factors and sleep quality, aiming to answer the following research question: 1) Do the factors associated with sleep quality differ among different age groups? 2) To what extent is occupation associated with sleep quality?

将真实世界的研究问题转化为带引用、可关联的 Snowflake 表。Turn real-world research questions into cited, joinable Snowflake tables.

为更好的 AI 研究问题梳理清晰的来源、主张、变更与权衡路径Calm source, claim, change, and tradeoff paths for better AI research questions

ResearchIQ Copilot 是一款 AI 驱动的学术研究助手，允许用户与研究论文对话、生成文献综述、识别研究空白、对比方法论、发现经核验的同行评审研究，并将研究成果导出为 PDF 报告ResearchIQ Copilot is an AI-powered academic research assistant that allows users to chat with research papers, generate literature reviews, identify research gaps, compare methodologies, discover verified peer-reviewed studies, and export research outputs as PDF reports.

EconOps：面向经济学实证研究的透明、可复现研究工作流EconOps is a reproducible research workflow for transparent empirical work in economics.

HCIFlow 是一个 HCI 研究平台，将以单一流水线替代 Gorilla/Qualtrics/Prolific/SPSS 工具链：研究设计、协作、数据采集以及 AI 生成的结果与统计分析（卡方、Mann-Whitney U、Kruskal-Wallis）。基于 Next.js 14、Tailwind、Supabase 和 Claude API 构建。HCIFlow is an HCI research platform that will replaces the Gorilla/Qualtrics/Prolific/SPSS toolchain with a single pipeline: study design, collaboration, data collection, and AI-generated result and statistical analysis (chi-square, Mann-Whitney U, Kruskal-Wallis). Built with Next.js 14, Tailwind, Supabase, and the Claude API.

用于实践可复现研究规范的练习项目。A project to practice reproducible research partices

研究问题：流动性金融资产的相关性与波动率随时间有多稳定？常用的高斯性质在真实市场数据中是否成立？Research Questions: How stable are correlations and volatility over time in liquid financial assets? Do commonly assumed Gaussian properties hold for real market data?

ZN 十年期国债期货与 6E 欧元外汇期货日内 VWAP 均值回归的系统研究，包括数据验证、统计分析、回测、Monte Carlo 模拟与实盘部署。Systematic research on intraday VWAP mean reversion in ZN Treasury and 6E Euro FX futures, including data validation, statistical analysis, backtesting, Monte Carlo simulation, and live deployment.

基于 Agentic LLM 的系统综述数据提取。Agentic LLM-assisted data extraction for systematic reviews

针对 umat 学生 COVID-19 疫苗接种的本科生科研项目，采用统计分析方法。Undergraduate research project on COVID-19 vaccination among umat students using statistical analysis

ABCD Study 屏幕媒介出版物的系统综述：检索、筛选与效应量审计。Systematic review of ABCD Study screen media publications: search, screening, and effect size audit

基于 Semantic Scholar 与 Crossref 的安全加固、双模式学术搜索工作台。A security-hardened, dual-mode scholarly search workbench powered by Semantic Scholar and Crossref.

ScientiaPilot 公开展示——从研究问题到发表全流程的科研出版操作系统。Public showcase for ScientiaPilot — a research publication operating system from research question to publication.

AI 辅助的科研工具，用于文献探索、证据抽取与研究问题结构化。An AI-assisted scientific research tool for exploring literature, extracting evidence, and structuring research questions.

一个端到端的研究智能系统：摄取学术论文并进行语义理解，映射研究领域的关系与演进，探测尚未探索的研究空白，并使用多 Agent AI 流水线生成文献综述与回答研究问题——全部以纯 Python 构建。An end-to-end research intelligence system that ingests academic papers, understands them semantically, maps how research areas relate and evolve, detects unexplored research gaps, and uses a multi-agent AI pipeline to generate literature reviews and answer research questions — all built in pure Python.