仓库/Skill 库

面向 OCR 历史文献的小型可复现预处理流水线，保留页码映射以实现透明搜索与导出。A small, reproducible preprocessing pipeline for OCR-based historical sources, retaining page mappings for transparent search and export.

GitHub Page 演示：服务于 2026 年文献综述的 Miscanthus 产量地图。Demonstration of GitHub Page with Miscanthus Yield mapping for Literature Review 2026

Systematic Review Manager。Systematic Review Manager

Systematic Review Mobile。Systematic Review Mobile

多源科学与文献及数据集搜索引擎，作为 MCP server 为 AI Agent 提供服务。Multi-source scientific literature and dataset search engine, built as an MCP server for AI agents.

AI 助手的安检守卫。检查 AI 尝试调用的每一个工具，防止数据泄露与未授权命令。A security guard for AI assistants. It checks every tool an AI tries to use, preventing data leaks and unauthorized commands.

Claude Code 插件：面向 2026 年学术写作工作流的 42 个 Scholar AI 命令Claude Code Plugin: 42 Scholar AI Commands for 2026 Academic Writing Workflows

以证据为先的系统综述与 meta 分析工具包，涵盖选题审计、方案规划与提取模板。Evidence-first toolkit for systematic-review and meta-analysis topic auditing, protocol planning, and extraction templates.

🌐 通过 Geo-Llama 利用几何深度学习增强语言理解，结合 conformal manifolds 和递归等距变换提升 AI 模型性能。🌐 Enhance language understanding through geometric deep learning with Geo-Llama, leveraging conformal manifolds and recursive isometries for improved AI models.

本地 LLM 基准测试、RAG、语音交互与 AI 助手Local LLM benchmarking, RAG, voice interaction and AI assistant

NexaCrew（作者 Sin Chi Chiu / MAP Studio USA）—— AI-native、自托管的企业运营平台：ERP、POS、库存（IMS）、仓储（WMS）、HR、考勤、访客管理与门禁均由聊天 prompt 驱动。ISO 级记录、人脸识别 kiosk、station/kiosk 模式、自定义 SOP 构建器、车队更新。NexaCrew by Sin Chi Chiu / MAP Studio USA - AI-native, self-hosted Enterprise Operations Platform: ERP, POS, Inventory (IMS), Warehouse (WMS), HR, time-clock, visitor management and access control driven by chat prompts. ISO-grade records, face-recognition kiosks, station/kiosk modes, custom SOP builder, fleet updates.

2026 年面向 AI 代码生成的 PostgreSQL 优化终极指南。The Ultimate guide to PostgreSQL Optimization for AI Code Generation in 2026

SwipeTA 背后关于图表识别、市场模式与噪声反馈的可复现研究Reproducible research on chart-reading, market patterns, and noisy feedback behind SwipeTA.

你的 Mac 又慢又烫又吵。machogs 用朴实的英文告诉你罪魁祸首是谁，揪出那些吞噬 CPU 的 AI 工具辅助进程和卡住的进程。Your Mac is slow, hot and loud. machogs tells you what is doing it, in plain English. Finds the AI tool helpers and stuck processes eating your CPU.

企业级 Agent SaaS 平台 — 通过本体引导的 AI 流水线将非结构化数据转化为结构化知识。Enterprise agentic SaaS platform — transform unstructured data into structured knowledge through ontology-guided AI pipelines

从研究问题到论文——全自动化。基于多框架的机器学习研究流水线（CrewAI · AutoGen · LangGraph），支持流式 UI 与人在环控制。From a research question to a paper — automatically. Multi-framework ML research pipeline (CrewAI · AutoGen · LangGraph) with streaming UI and human-in-the-loop control.

一组科学与医学写作样例集合，包括通俗摘要、论文风格写作和临床摘要。A portfolio of scientific and medical writing samples, including lay summaries, manuscript-style writing, and clinical summaries.

研究情报组合（Research Intelligence Portfolio），展示在科学写作、研究策略、知识转化、基金申请、证据综合与科研创新方面的专业能力，将科学理念转化为面向学术界、产业界与国际组织的高影响力论文、竞争性基金申请与循证解决方案。Research Intelligence Portfolio showcasing expertise in scientific writing, research strategy, knowledge translation, grant development, evidence synthesis, and research innovation. Transforming scientific ideas into high-impact publications, competitive funding proposals, and evidence-based solutions for academia, industry and global organizations

binglinwang473-hub 原创 Agent SkillsOriginal Agent Skills by binglinwang473-hub

用自然英语描述一个零件，即可获得完全可编辑的参数化 Fusion 360 模型。LLM 针对 28 个类型化 CAD 端点生成经过校验的 JSON feature 方案，通过 MCP server 与 Fusion 360 插件执行。附带 mock 后端，无需安装 CAD 即可运行。Describe a part in plain English, get a fully editable parametric Fusion 360 model. An LLM emits a validated JSON feature plan against 28 typed CAD endpoints, executed through an MCP server and a Fusion 360 add-in. Ships a mock backend so it runs with no CAD install.

一个学科无关的 Agent Skills 套件，用于文献综述、研究设计、数据分析、论文撰写、期刊投稿和研究诚信审计。A discipline-agnostic Agent Skills suite for literature review, research design, data analysis, thesis writing, journal submission, and research-integrity auditing.

2026 掌握 LLM 搜索：完整的语义 AI 手册Master LLM Search in 2026: The Complete Semantic AI Handbook

与他人协作构建——双方各自使用自己的 Claude、运行在各自的机器上。两个 Agent，一份计划，任务跨机器交接。Build something with another person — each of you with your own Claude, on your own machine. Two agents, one plan, tasks handed across machines.

MMLA 在发展中经济体与 LMIC 中的综合系统综述。A Comprehensive Systematic review of MMLA in developing economics and LMIC.

Colophon——经过生产验证的 Quarto + LaTeX 脚手架，用于课程书籍、手册与技术参考书。开箱即用支持横向页面、附录、带题注的表格以及正确的引用样式。Colophon — a production-tested Quarto + LaTeX scaffold for course books, manuals, and technical handbooks. Landscape pages, appendices, captioned tables, and citation styling handled correctly out of the box.

基于 MCP 的实时来源声明与引用验证，支持 FIGI 解析与签名投递回执。Live-source claim and citation verification over MCP, with FIGI resolution and signed delivery receipts.

2026 AI 驱动的加密货币 Alpha 引擎 🚀——追踪叙事与空投机会。AI-Powered Crypto Alpha Engine 2026 🚀 - Sniping Narratives & Airdrops

面向 LLM Agent 的确定性写入时记忆整合与预取召回：采用本地模型，召回路径与整合决策中均不含 LLM。Deterministic write-time memory consolidation and pre-fetch recall for LLM agents. Local models, no LLM in the recall path or the consolidation decision.

使用纯 C99 MoE 推理引擎在 CPU 上原生运行 DeepSeek-V4-Flash-0731，无需 GPU、CUDA 或 PyTorch。Run native DeepSeek-V4-Flash-0731 on CPU with a pure C99 MoE inference engine — no GPU, CUDA, or PyTorch needed.

面向生物医学系统综述的 Claude Code skills 协议：MCP 锚定引用、实证完整性、PRISMA/PROSPERO 系统综述、新颖性核查、Zotero 操作、并行审稿手稿修订，并提供面向健康科学研究策划的生信、临床与科学传播 skill 集合。Claude Code skills protocol for biomedical systematic review: MCP-grounded citations, empirical integrity, PRISMA/PROSPERO systematic reviews, novelty checks, Zotero operations, and parallel-critic manuscript revision — plus a curated set of bioinformatics, clinical, and scientific-communication skills for health-science research.

Stacklit：AI Codebase Indexing 2026 — 为 Agent 提供零配置本地仓库映射Stacklit: AI Codebase Indexing 2026 – Zero-Setup Local Repo Mapping for Agents

使用 Dialectic Flow Financial Graph 分析市场趋势，模拟多方与空方辩论，获得清晰的投资洞察与报告。📊 Analyze market trends with the Dialectic Flow Financial Graph, simulating Bull and Bear debates for clear investment insights and reports.

专注于通过统计分析与机器学习模型检测金融欺诈的数据科学研究项目。Data science research project focused on detecting financial fraud through statistical analysis and machine learning models.

以静态优先的学术写作平台，支持草稿撰写、引用管理、文献综述、图表与可投稿的 PDF 输出。Static-first academic writing platform for drafting, citations, literature review, figures, and submission-ready PDFs.

采用可复现研究方法，开发面向西部地震区的 AI 辅助地震预警系统。Develop AI-assisted earthquake early warning systems for Western seismic regions using reproducible research methods.