仓库/Skill 库

使用 Python 对公开数据集进行探索性与统计分析，涵盖数据清洗、可视化、解读与研究报告。Exploratory and statistical analysis of a public dataset using Python, including data cleaning, visualization, interpretation, and research reporting.

本地 CLI，用于发现本地网络上的影子 MCP 服务器并审计认证状态。零遥测，纯本地。Local CLI to discover shadow MCP servers on your local network & audit authentication status. Zero telemetry, local-only.

使用 R 和 ggplot2 复现一篇癫痫遗传学 meta 分析的 Figure 2AReplication of Figure 2A from an epilepsy genetics meta-analysis using R and ggplot2.

使用 EMI Corpus of Student Academic Writing（Gablasova et al., 2024）中的 449 篇文章，检验写作者 L1 背景是否调节 22 项 USAS 语义域频率与作文分数之间的关系。How to use 449 essays from the EMI Corpus of Student Academic Writing (Gablasova et al., 2024) to test whether a writer's L1 background moderates the relationship between 22 USAS semantic-domain frequencies and essay scores.

💳 使用 XGBoost 检测金融交易欺诈，结合针对不平衡数据集与复杂特征的高级优化技术💳 Detect fraudulent financial transactions using XGBoost. Optimize performance with advanced techniques for imbalanced datasets and complex features.

适用于 preglobal 斯巴鲁车型带 EyeSight 的 ICBM（按键欺骗式 ACC 触发）— 已实车可用。全纵向控制仍是开放且未经证实的研究问题。ICBM (button-spoofed ACC actuation) for preglobal Subarus with EyeSight — live and working. Full longitudinal control is still an open, unproven research question.

硕士论文（KCL）：在攻击者-机器留出划分下重新衡量 IoT 入侵检测，并测试基于 LLM 的报文预测是否能提升性能。移除泄露后，macro-F1 从 0.90 降至 0.60。MSc dissertation (KCL): re-measuring IoT intrusion detection under an attacker-machine holdout, and testing whether LLM-based packet prediction improves it. macro-F1 0.90 -> 0.60 once leakage is removed.

🎨 利用 GPT、Gemini 等模型，AI 驱动的学术图表一键生成与定制工具🎨 Generate academic diagrams effortlessly with this AI-driven tool, leveraging models like GPT and Gemini for seamless creation and customization.

自动化 n8n 工作流，抓取 LinkedIn 产品经理职位，通过向量相似度与简历匹配打分，并使用 Claude 为每个职位生成简历修改建议Automated n8n workflow that scrapes LinkedIn PM jobs, scores them against your resume with vector similarity, and uses Claude to suggest per-job resume edits.

基于 LLM 的自优化 markdown 维基构建工具，面向科研场景A self-refining LLM-powered markdown wiki builder for scientific research

Claude Code 插件：从 arXiv、Semantic Scholar 与 OpenAlex 拉取指定主题的近期真实论文，并以独立的交互式 HTML 阅读器交付，支持 Markdown / JSON / BibTeX / RIS 导出。Claude Code plugin: fetch real recent papers on a topic from arXiv, Semantic Scholar and OpenAlex, and deliver them as a self-contained interactive HTML reader with Markdown / JSON / BibTeX / RIS export.

证据优先的中文科研写作与学术审校 Codex Skill

数学建模论文 LaTeX 模板 / Mathematical Modeling LaTeX Template：适合全国大学生数学建模竞赛(CUMCM)、校赛、平时作业。含 AI 写作协议、Python 数据流水线、自检脚本、GitHub Actions CI、GB/T 7714 参考文献样式。搜索关键词：数学建模、LaTeX模板、论文模板、数模竞赛、mathematical modeling、latex template、cumcm。

领域系统性调研体系：基于 bibliometrix 的文献计量分析 + 思想流派演变/冲突缺口/未来方向 + 两轮验证系统性报告（R/Shiny）

📚 用于采集开放获取学术期刊的 Python CLI（OpenAlex + Semantic Scholar + Crossref + Unpaywall）— 导出 Obsidian Markdown、CSV 并自动下载 PDF。为毕业论文文献综述而构建。📚 CLI Python untuk mengumpulkan jurnal akademik open-access (OpenAlex + Semantic Scholar + Crossref + Unpaywall) — export Markdown Obsidian, CSV, dan download PDF otomatis. Dibuat untuk literature review skripsi.

可复现研究原型：面向有状态云服务的碳感知与 SLO 约束自动伸缩A reproducible research prototype for carbon-aware SLO-constrained autoscaling of stateful cloud services using synthetic workload traces, a threshold baseline, and a predictive risk-aware autoscaling policy.

Semantic Search for Pi 2026：本地知识库与 AI 工具。Semantic Search for Pi 2026: Local Knowledge Base & AI Tool

Claude Code、OpenCode、Cursor 与 Vercel skills CLI 可复用的 Agent skill。Reusable agent skills for Claude Code, OpenCode, Cursor, and the Vercel skills CLI.

在 LaTeX 文档中分析英文散文，评估可读性与结构复杂度。Analyze English prose in LaTeX documents for readability and structural complexity.

Vibe-Flow 2.0：通过 Wave Dispatch 实现交付、评审与合并 2026Vibe-Flow 2.0: Ship, Review & Merge via Wave Dispatch 2026

基于你的 Zotero library 的个人论文推荐器。Personal paper recommender based on your Zotero library

基于 Python GUI 的应用，用于自动化稳定同位素研究中质谱数据的归一化、处理与统计分析A Python GUI application built to automate the normalization, processing, and statistical analysis of mass spectrometer data for stable isotope research.

为仿制药临床法规事务团队打造的法规准备加速器。A regulatory prep accelerator for a generic-drug Clinical Regulatory Affairs team.

雄激素性脱发（米诺地尔组）初始治疗诱导脱落的可复现 R 语言 meta 分析。Reproducible R meta-analysis of initial treatment-induced shedding in androgenetic alopecia (minoxidil arms)

证据优先的科研桌面工具，支持论文发现、PDF 证据抽取、论点分析、对比与文献综述综合Evidence-first research desk for paper discovery, PDF evidence extraction, claim analysis, comparison, and literature review synthesis.

将任何内容转化为 token 优化、布局感知的 Markdown，并精确知道为你节省了多少。无损压缩、诚实的 token 报告，CLI + MCP 服务器 + agent skill。Turn anything into token-optimized, layout-aware Markdown - and know exactly what it saved you. Lossless compression, honest token reports, CLI + MCP server + agent skill.

论文《The Long-Term Outcomes of Neural Tube Defects in Eastern Africa: A Systematic Review and Meta-Analysis》的 R 语言 meta-analysis 代码。R code for the meta-analysis in "The Long-Term Outcomes of Neural Tube Defects in Eastern Africa: A Systematic Review and Meta-Analysis"

面向解耦归纳式时序链接预测的可复现研究，附带校验和闭环的证据Reproducible research for decoupled inductive temporal link prediction, with checksum-closed evidence.

全栈量化研究平台：因子分析、系统化策略回测、真实交易成本建模、滚动前推 ML 验证、投资组合风险分析与稳健性测试，基于美股日频数据。为可复现研究而构建——非实盘交易。Full-stack quantitative research platform for factor analysis, systematic strategy backtesting, realistic transaction-cost modeling, walk-forward ML validation, portfolio risk analytics, and robustness testing on daily U.S. equity data. Built for reproducible research—not live trading.

面向老版视觉小说的可复现研究、解包工具与归档清单Reproducible research, unpacking tools, and archival manifests for legacy visual novels.

面向发表的 Skill，面向务实型工程研究实验与学术写作。A publication-oriented skill for pragmatic engineering research experiments and academic writing.

确定性研究亲和度匹配、文献空白发现（Ω 指数）、跨学科共同作者雷达，以及不产生生成式幻觉的逐字引文证据审计。Deterministic research affinity matching, literature white-space discovery (Ω index), cross-disciplinary co-author radar, and verbatim citation evidence auditing without generative hallucinations.

在 VS Code 中构建 AI 辅助的科研工作流：文献综述、引用追踪与可发表级导出Build AI-assisted scientific research in VS Code with literature review, citation tracking, and publication-ready export

Codex skill，面向交通运输与低空出行领域的学术写作（知识蒸馏自 LT）。Codex skill for transportation and low-altitude mobility academic writing (Knowledge distillation from LT)