仓库/Skill 库

部署并运行本地 RAG 实例Deploy and run a local RAG instance

使用部署在 streamlit 上的 MCP server 构建的旅行 Agent。A Travel Agent Built using a MCP server which is deployed in streamlit

一篇文献综述（Quarto 书），针对依赖效应量下的贝叶斯元分析稳健方差估计，论证 Cholesky 校准修正（CCC）A literature review (Quarto book) of robust variance estimation for Bayesian meta-analysis with dependent effect sizes — the case for Cholesky Calibration Correction (CCC)

系统综述与 Meta 分析的检索、提取与分析代码，主题为基于可穿戴设备生命体征的被动认证。Retrieval, Extraction and Analysis Code for a Systematic Review and Meta-Analysis on Passive Authentication using Vital Signs Collected Via Wearable Devices

John Harper 的学术写作。Academic Writing of John Harper

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

可执行真实操作的 AI agent 层级——shell、GitHub、邮件、采购——以代码编写（非配置）的审批底线（Latch）作为门槛。零依赖。A hierarchy of AI agents that take real actions — shell, GitHub, email, purchases — behind an approval floor written in code, not configuration (Latch). Zero dependencies.

跨影像模态与临床需求的医学图像分割方法文献综述。Literature review of medical image segmentation methods across imaging modalities and clinical needs

面向天线与相控阵 PCB 的设计编译器：输入 YAML 规格，输出综合布局、KiCad DRC 校验与 openEMS 全波验证。核心为确定性 Python 实现，可通过 MCP 被 Agent 调用。Design compiler for antenna and phased-array PCBs: YAML spec in, synthesized layout, KiCad DRC, and openEMS full-wave verification out. Deterministic Python core, agent-ready via MCP.

已取代并撤回——未经验证的效应量数据集，请勿使用或引用。已由 github.com/JK-Sah/carbonation-lca-review 替代，参见 CORRECTION.md。SUPERSEDED AND WITHDRAWN — unverified effect-size dataset; do not use or cite. Replaced by github.com/JK-Sah/carbonation-lca-review. See CORRECTION.md

一个可复现的研究原型，针对漂移感知欺诈检测，采用 actor-critic 强化学习、动态特征重加权与自适应回放，应对交易分布的持续演化A reproducible research prototype for drift-aware fraud detection using actor-critic reinforcement learning, dynamic feature reweighting, and adaptive replay under evolving transaction distributions.

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.

可移植的学术写作技能与跨 Agent 工作流系统。可见性：私有Portable academic writing skills and cross-agent workflow system Visibility：Private

一个 multi-agent 流水线，将研究问题转换为可直接播放的播客——生成双主持人 MP3 以及 AI 生成的单集封面图 🎙️A multi-agent pipeline that turns a research question into a ready-to-play podcast — a two-host MP3 plus AI-generated episode cover art 🎙️

基于 GitHub Page 的 2026 年文献综述 Miscanthus 产量制图演示。Demonstration of GitHub Page with Miscanthus Yield mapping for Literature Review 2026

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.

🔍 Self-Corrective RAG 基于 LangGraph 与 Google Gemini 优化查询并评估文档相关性，提升检索效果🔍 Enhance your searches with Self-Corrective RAG, a system that optimizes queries and evaluates document relevance using LangGraph and Google Gemini.

自托管的个人上下文服务器 — 你与 AI Agent 共享统一的知识与信任边界：知识库、检索、凭证与 Agent 记忆，通过 MCP 挂载Self-hosted personal context server — one knowledge and trust boundary shared by you and your AI agents: knowledge base, retrieval, credentials, and agent memory, mounted over MCP

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

无人机系统（UAS）在生态学研究中应用的系统综述。Systematic Review of UAS use in ecological research

可审计的 Codex skill 与 Python 项目包，用于证据可追溯的研究、系统综述、投稿与修订。Auditable Codex skill and Python project pack for evidence-traceable research, systematic reviews, submission, and revision.

面向 ChatGPT、Codex、Claude 与 MCP 客户端的 Vucar 官方公开车辆智能插件Official public Vucar vehicle-intelligence plugins for ChatGPT, Codex, Claude, and MCP clients.

Jadon Writes 提供的专业学术写作与研究支持服务Professional academic writing and research support services by Jadon Writes.

应用型 AI 网络安全研究实验室，涵盖机器学习威胁检测、对抗机器学习、鲁棒性、网络威胁情报、MITRE ATT&CK/ATLAS、LLM 安全与可复现研究。Applied AI Cybersecurity research labs covering machine learning threat detection, adversarial ML, robustness, cyber threat intelligence, MITRE ATT&CK/ATLAS, LLM security and reproducible research.

证据优先的 AI 科研平台，支持文献综述、科学写作、配图生成与可发表论文产出Evidence-first AI research platform for literature review, scientific writing, figure generation, and publication-ready papers.

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.

一款本地化、隐私优先的 LLM 助手，提供学术写作辅助、音频转写、文档检索与数据分析。A local, privacy-first LLM assistant that performs academic writing assistance, audio transcription, document retrieval, and data analysis.

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.

基于 .NET 的 RAG 文档摄取流水线 — 追踪 git 备份仓库中的文件夹，提取并分块文件，保持向量索引同步。.NET document ingestion pipeline for RAG — tracks a folder of files in a git-backed vault, extracts and chunks them, and keeps a vector index in sync.

为 AI agent 提供持久化、结构化记忆。基于 Go 的本地优先 MCP server：语义召回、去重、provenance、冲突解决。单一静态二进制，零依赖。Persistent, structured memory for AI agents. Local-first MCP server in Go: semantic recall, dedupe, provenance, conflict resolution. One static binary, zero dependencies.

多租户 SaaS 自动化平台，具备事件驱动工作流、AI 驱动的文档处理与实时集成。Multi-tenant SaaS automation platform with event-driven workflows, AI-powered document processing, and real-time integrations.