仓库/Skill 库

AI 研究工作台：提供 arXiv 论文推荐、论文/摘录文件夹，以及可将想法收藏的书签式对话窗口AI research workspace — arXiv paper recommendations, folders of papers/excerpts, and chat windows you bookmark ideas into.

面向系统文献综述的确定性、饱和度感知滚雪球方法：可配置的停止规则、捕获-再捕获召回率估计、哈希校验的可复现性。Deterministic, saturation-aware snowballing for systematic literature reviews: configurable stopping rules, capture-recapture recall estimation, hash-verified reproducibility.

可复用的 Codex skills，涵盖文献综述、学术写作、数学推理、数值仿真以及可发表的图表。Reusable Codex skills for literature review, academic writing, mathematical reasoning, numerical simulation, and publication-ready figures.

葡萄牙国家预算执行数据分析 — 基于 pandas 的数据流水线，并针对公共支出模式提出五个研究问题Analysis of Portuguese State Budget execution data — pandas pipeline and five research questions on public spending patterns

使用 R 进行荣誉研究项目的源码与统计分析。Source code and statistical analysis for my honours research project using R.

本仓库包含用于结构化数据新型类别不平衡学习方法系统文献综述的 Python 流水线与最终数据集，支持文章自动筛选，并提供文章级与实验级摘要，包括所用数据集与报告的性能结果。This repository contains a Python-based pipeline and final dataset used in a Systematic Literature Review on novel class imbalance learning methods for structured data. It supports automated article filtering and provides article- and experiment-level summaries, including datasets used and reported performance results.

文献综述 AI 工作台Literature Review AI Workbench

守护你的 .bib 文件：在写入前验证引用，查找每篇论文的真实出版信息，并保持整个参考文献格式统一。纯标准库 Python，无需 pip，无需 API key。Your .bib, guarded: verify a citation before it is written, find where each paper was really published, and keep the whole bibliography in one format. Stdlib-only Python, no pip, no API key required.

基于 Codex、LaTeX、TeX Live 与 VS Code 的双语可复现学术写作工作流。A bilingual, reproducible workflow for academic writing with Codex, LaTeX, TeX Live, and VS Code.

本项目研究金融市场的统计特性、不同资产的收益行为、风险测度以及跨市场关联的量化方法，奠定量化研究的核心技能基础。This project investigates the statistical properties of financial markets, how different assets behave, how risk is measured, and how inter-market relationships can be quantified; building the core skills used in quantitative research.

用于构建高质量医美研究问题的 Codex SkillCodex skill for developing strong medical aesthetic research questions

面向 Codex 的可溯源科学 PDF 阅读 skill，支持来源绑定的注释、细致的图表与公式讲解以及上下文证据问答Traceable scientific PDF reader skill for Codex with source-bound annotations, detailed figure and formula teaching, and contextual evidence questions.

论文《Prompt Skill Matters: Examining GenAI Interaction and Writing Quality in L2 Academic Writing》的复现材料、统计分析脚本与补充数据，AI 介导的 L2 写作研究开放科学资源。Replication materials, statistical analysis scripts, and supplementary data for the study 'Prompt Skill Matters: Examining GenAI Interaction and Writing Quality in L2 Academic Writing'. Open science resource for AI-mediated L2 writing research.

面向学术写作的研究提示词生成器A research prompt generator for academic writing

Codex skill：将已批准的科研图表蓝图转化为可溯源、使用真实数据的发表级图表。Codex skill for turning approved scientific figure blueprints into traceable real-data publication figures

在 Claude 中强制以引用优先的研究流程，通过结构化五阶段工作流验证事实、识别不确定性并消除幻觉。Enforce citation-first research with Claude to verify facts, identify uncertainty, and eliminate hallucinations through a structured five-phase workflow.

与 VM 医学院联合开发的开源生物统计与临床研究工具包，为研究者提供免费的 SPSS 替代方案，支持统计分析及自动化报告生成。Open-source biostatistics and clinical research toolkit being developed with VM Medical College to provide researchers with a free SPSS alternative for statistical analysis and automated report generation.

AI 驱动的科研助手，支持论文检索、下载、阅读、引用与对话；包含 Zotero 同步、系统综述与智能引用功能。AI-powered research assistant — search, download, read, cite, and chat with academic papers. Zotero sync, systematic review, and smart citations included.

离线优先的 AI 研究助手，用于识别研究空白、对比学术文献、检测潜在矛盾、生成研究问题，并与上传的论文对话。An offline first AI research assistant for identifying research gaps, comparing academic literatures, detecting possible contradictions, generating research questions and chatting with uploaded papers

arXiv 每日摘要：面向研究者的 AI 驱动论文推荐arXiv daily digest: AI-powered paper recommendations for researchers

Quarto 文档模板：符合英国文档标准的简洁专业 PDF 与 HTML 输出Quarto document template: clean professional PDF and HTML output per UK document standards

只读型 Hyperliquid SP500 反转扫描器，配套 Discord 告警与可复现研究工具Read-only Hyperliquid SP500 reversal scanner with Discord alerts and reproducible research tooling.

硕士学位论文：面向医学系统综述的 AI 与 NLP 自动数据提取Master's Thesis: AI & NLP for Automatic Data Extraction in Medical Systematic Reviews

将 OpenCode 转变为可复现的研究工具Turn OpenCode into a reproducible research instrument.

计算两位独立评分者在系统评价所用 5 项方法学严谨性标准（检测性能、理论基础、计算效率、可解释性、生态相关性）上的 Cohen's kappa（非加权与二次加权）、一致率、平均绝对差及 Spearman 相关系数。Computes Cohen's kappa (unweighted & quadratic-weighted), percent agreement, mean absolute difference, and Spearman correlation between two independent rators' scores across 5 methodological rigour criteria (detection performance, theoretical foundation, computational efficiency,interpretability, ecological relevance) used in the systematic review.

一个研究问题，一套跨 BV-BRC、BRC Analytics、PDN、NIAID Data Ecosystem、NCBI 资源及其他参与仓库的协同计划。One research question, one coordinated plan spanning BV-BRC, BRC Analytics, PDN, the NIAID Data Ecosystem, NCBI resources, and other participating repositories.

可复现的系统文献综述流水线：检索、去重、筛选、PDF 下载、提取、PRISMA 2020 图表生成以及 BibTeX/RIS 导出。Reproducible systematic literature review pipeline: search, dedup, screen, PDF download, extraction, PRISMA 2020 figures, and BibTeX/RIS export.

本地优先、隐私至上的 AI 驱动学术写作人性化工具。AI-Powered Academic Writing Humanizer - Local-First, Privacy-Centric Solution

lq 是面向 AI Agent 的独立 CLI 工具，用于解析、查询与修改 LyX 文档lq is a standalone CLI tool designed for AI agent to parse, query, and mutate LyX documents.

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