仓库/Skill 库

仓库展示经济研究代码、数据分析脚本及环境经济学、农业经济学与发展经济学论文的复现材料。包含 Stata、R 与 Python 实现的计量经济模型、实验经济学工具及可复现研究的数据可视化模板。Repository showcasing economic research code, data analysis scripts, and replication materials for publications in environmental economics, agricultural economics, and development economics. Features Stata, R, and Python implementations of econometric models, experimental economics tools, and data visualization templates for reproducible research.

交互式写作网站Interactive writing site

RIFT — Race-state Inference From Telemetry。一项可复现研究实现，仅基于位置遥测重建具备事件感知的关联性比赛状态，涵盖路线进度、共享事件标识、检查点通过、物理顺序、前车关系、间距与间隔。RIFT — Race-state Inference From Telemetry. A reproducible research implementation for reconstructing occurrence-aware relational race state from positional telemetry alone, including route progress, shared occurrence identity, checkpoint crossings, physical order, car-ahead relations, gaps and intervals.

论文《Airflow Representation in Hygrothermal Modelling for Moisture Risk Assessment of Building Envelopes: A Critical Review of 45 years》（A. Sarkany 等）数据集。Dataset for "Airflow Representation in Hygrothermal Modelling for Moisture Risk Assessment of Building Envelopes: A Critical Review of 45 years" by A. Sarkany et. al.

Screened——系统综述的双筛选员标题/摘要筛选日志。Cursor/Claude skill 加离线工作表。科研运营，非临床诊疗Screened — dual-screener title/abstract screening logs for systematic reviews. Cursor/Claude skill + offline worksheet. Research ops, not care.

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.

面向 AI 编程助手的 Agent skills —— 文档解析、PDF 工程、系统综述研究、闪卡与 WhatsApp 自动化。兼容 Claude Code、Cursor、Codex、ZCode。Agent skills for AI coding assistants — document parsing, PDF engineering, systematic-review research, flashcards, and WhatsApp automation. Works with Claude Code, Cursor, Codex, ZCode.

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

通过动手实践的 Jupyter notebook 学习 agentic AI 概念，涵盖 LangGraph、CrewAI 与 OpenAI Agents 工作流。Learn agentic AI concepts through hands-on Jupyter notebooks featuring LangGraph, CrewAI, and OpenAI Agents workflows.

基于 Docker Compose 的 AI、LLM 与 RAG 平台基础设施蓝图，含路由、存储与可观测性说明。AI, LLM, and RAG platform infrastructure blueprint with Docker Compose, routing, storage, and observability notes.

人工智能与软件开发公司；构建智能系统、自动化工具、定制软件及开源技术。شرکت هوش مصنوعی و توسعه نرم‌افزار؛ سازنده سیستم‌های هوشمند، ابزارهای اتوماسیون، نرم‌افزارهای سفارشی و فناوری‌های متن‌باز.

Claude Code Skill，可将论文与对话转化为交叉链接的 Obsidian 知识库：十段式论文笔记含内嵌图表，归档于主题枢纽下Claude Code skills that turn papers and conversations into a cross-linked Obsidian knowledge base — ten-section paper notes with inline figures, filed under topic hubs.

关于基于 AI Agent 的可靠企业数据智能（EDI）的研究笔记、研究日志、文献综述与 PoC 实验Study totes, research log, literature review, and PoC experiments on Reliable Enterprise Data Intelligence (EDI) with AI Agents.

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.

交互式矩阵：展示各类 UX 研究方法分别回答何种研究问题，覆盖 Discover/Design/Develop/Deploy 四个阶段。Interactive matrix: which UX research method answers which research question, across Discover/Design/Develop/Deploy.

AIMarket School —— 10 节免费片段课程（Try-it + Colab），作为学院课程的入门引导。门户地址：edu.modelmarket.devAIMarket School — 10 free clip lessons (Try-it + Colab) that on-ramp into the academies. Live portal: edu.modelmarket.dev

AIMarket 的 10 款桌面与 IDE 应用 —— 基于 Flutter、Tauri 和 VS Code，统一托管于 Melos monorepo。10 desktop & IDE apps for AIMarket — Flutter, Tauri, and VS Code in one Melos monorepo.

10 门 AIMarket 学院实战课程 —— 编排、oracles、MCP 安全、Agent 经济（en/ru/es/fr/zh）。10 hands-on AIMarket academy courses — orchestration, oracles, MCP security, agent economy (en/ru/es/fr/zh).

📄 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.

AI 驱动的加密情绪日记——基于 RAG 的 LLM 反馈（TAIDE + ChromaDB）结合 Random Forest 情绪预测。Live demo：heartbox.tw（test1/test1）。AI-powered encrypted mood journal — RAG-grounded LLM feedback (TAIDE + ChromaDB) and Random Forest emotion forecasting. Live demo: heartbox.tw (test1/test1)

一项系统性文献综述A systematic literature review

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.

🌐 在数据受限条件下重新思考多模态大语言模型的设计与扩展，以 NaViL 通过 Native Training 提升效率与性能🌐 Rethink Multimodal Large Language Models design and scaling under data constraints with NaViL, enhancing efficiency and performance through Native Training.

一个 agentic、循证的研究系统：通过工具调用、RAG 与显式的论据—来源核验从研究问题生成结构化、带引用的报告，避免盲目的 LLM 摘要；能识别来源冲突并如实报告不确定性An agentic, evidence-grounded research system that generates a structured, citation-backed report from a research question — using tool-calling, RAG, and explicit claim-to-source verification instead of blind LLM summarization. Detects conflicting sources and reports uncertainty rather than hiding it.

可复现的研究项目，基于 Telco Customer Churn 数据集分析客户流失，采用预注册统计分析、逻辑回归与合成数据管线测试。Reproducible research project analyzing customer churn in the Telco Customer Churn dataset using preregistered statistical analysis, logistic regression, and a synthetic data pipeline test.

LLM 驱动的科学论文推荐系统LLM-driven scientific paper recommendation system

一个基于 C# 与本地 LLM 的学术论文 RAG（Retrieval-Augmented Generation）系统。目标是摄入研究论文语料，构建可回答文献综述类问题（如"其他论文关于 X 发现了什么"）的系统，回答严格基于真实源材料。A RAG (Retrieval-Augmented Generation) system for academic papers using C# and a local LLM. The goal is to ingest a corpus of research papers and build a system that can answer literature review questions like "what have other papers found about X"; grounded in the actual source material.

本仓库为关于肌少症 AI 驱动体形分析动态文献综述的源代码。通过自行修改配置文件，本仓库也可作为其他领域的模板使用。Store here are the source code for the dynamic Literature Review on AI-Driven Body Shape Analysis for Sarcopenia. You may also treat this repository as a template for other domains by configuring the configuration files by yourself.

提出研究问题，获得可核验的带引文报告Ask a research question, get a cited report you can check.

监管 AI 的系统文献综述。Systematic Literature Review for Regulatory AI

用于 Bosniak 分级可重复性系统综述与 meta 分析的数据及 R 代码Data and R code for the systematic review and meta-analysis of Bosniak classification reproducibility