仓库/Skill 库

通过 MCP 为协作型 AI agent 提供基于 PostgreSQL 的共享记忆。Shared PostgreSQL-backed memory for collaborating AI agents via MCP

📚 构建并评估 RAG 流水线，实现数据导入、嵌入、检索与问答，并提供准确性与相关性指标。📚 Build and evaluate RAG pipelines to ingest, embed, retrieve, and answer questions with metrics for accuracy and relevance.

织光 WeaveMind V1.0 — 看得见、会记忆、会自我进化的多智能体 AI 团队。多用户鉴权、结构化数据适配器、验收溯源、报告分享/PDF/通知，本地运行数据私有。

🤖 DeepTutor 是一款 AI 驱动的学习助手，可根据个人需求定制教育内容，提供个性化资源与支持🤖 Enhance learning with DeepTutor, an AI-powered assistant that personalizes education to fit your needs. Discover tailored resources and support.

使用本地 LLM 与私密法律文档对话，在自有硬件上获得带引用、可验证的答案。Chat with private legal documents using local LLMs. Get cited, verifiable answers on your own hardware.

为 MI Tech Arsenal 定制的基于 RAG 的 AI 助手，具备自动化 sitemap 索引、通过 ChromaDB 进行神经搜索，以及 Streamlit 到 Blogger 的无缝集成。A custom RAG-based AI assistant for MI Tech Arsenal. Features automated sitemap indexing, neural search via ChromaDB, and a seamless Streamlit-to-Blogger integration.

本仓库包含用于复现论文《Pharmacological treatments for ADHD and comorbid substance use disorder: a systematic review and network meta-analysis》中数据库与分析的 R 代码。This repository holds the R codes for reproducing the databases and analyses in my paper "Pharmacological treatments for ADHD and comorbid substance use disorder: a systematic review and network meta-analysis".

面向 B5G/6G NOMA RIS/STARS 无线通信研究的 IEEE 规范学术写作、润色与评审 Agent Skills。IEEE-compliant academic writing, polishing, and reviewing Agent Skills — tailored for B5G/6G NOMA RIS/STARS wireless communications research.

面向本地优先应用与 AI Agent 的嵌入式双时态记忆引擎，采用混合检索——进程内运行，无需服务器。Embedded bitemporal memory engine with hybrid retrieval for local-first applications and AI agents — in-process, no server.

🚀 零配置将 LangChain Agent 暴露为服务；以简单包装把脚本变为 Web 服务，无需任何基础设施🚀 Expose your LangChain agents as services with zero configuration; turn scripts into web services using simple wrappers and no infrastructure setup.

面向全国大学生数学建模竞赛（CUMCM）的 Claude Code 全流程自动化 Skills：赛题分析→建模→编程绘图→论文撰写（LaTeX/Typst）→验证验收。内置国赛论文写作模板、LaTeX 模板、模型选择库、方法知识库与 Python 实现。

市场营销 × 消费者行为研究的开源项目发现与实证分析平台

为 Codex 及 AI 编程 Agent 提供的持久化项目记忆与智能层。Persistent project memory and intelligence layer for Codex and AI coding agents.

面向 WHOOP API v2 的只读 MCP server——可从任意 MCP 客户端查询并分析你自己的恢复、睡眠、负荷与训练数据。本地运行，凭据不离开本机。Read-only MCP server for the WHOOP API v2 — query and analyse your own recovery, sleep, strain and workout data from any MCP client. Runs locally; credentials never leave your machine.

🛠️ 通过 ACG 增强 RAG 系统，依托可靠的外部知识提升准确性与事实一致性，减少 LLM 响应中的幻觉。🛠️ Enhance RAG systems with ACG to reduce hallucinations in LLM responses by improving accuracy and grounding in reliable external knowledge.

部署一支完整的 AI 工程团队 2026——带自动化质量 Hook 的 Claude 12-Agent 系统。Deploy a Full AI Engineering Team 2026 - Claude 12-Agent System with Automated Quality Hooks

Swift Essay 是基于 Next.js 与 MongoDB 构建的学术写作平台，管理员可发布学术写作任务，writer 可被分配并完成。Swift Essay is an academic writing platform built with NextJs and MongoDB, where admins can post academic writing tasks and writers can be assigned and complete them.

一个只读 MCP 服务器，根据研究问题或参考图像，为 Claude 和 Codex 推荐真实可复现的 R/Python 科学图表案例。Read-only MCP server that recommends real, reproducible R/Python scientific figure cases to Claude and Codex — by research question or reference image.

给系统一个复杂的研究问题，它可自主搜索你的知识库和 Web，检索相关来源，分析与交叉验证证据，并生成结构化、带引用的研究报告。Give the system a complex research question, and it autonomously searches your knowledge base and the web, retrieves relevant sources, analyzes and cross-checks evidence, and produces a structured, citation-backed research report.

codegraph 是一个 local-first 的代码上下文引擎和面向代码仓库的 MCP server。它将源代码增量索引到轻量级 SQLite 图中，然后提供高信噪比的 tools，支持符号查找、调用图遍历、影响分析、相关测试发现和语义搜索。使用 Go 构建，单二进制工作流，专为……而设计。codegraph is a local-first code context engine and MCP server for repositories. It incrementally indexes source code into a lightweight SQLite graph, then exposes high-signal tools for symbol lookup, call graph traversal, impact analysis, related test discovery, and semantic search. Built in Go with a single-binary workflow, it is designed to work

面向私有仓库与本地模型的自托管、厂商中立编码 Agent。TUI 优先，支持 16 家提供商的 BYOK 或通过 Ollama/LM Studio 完全离线运行。每个 Agent 操作均经过沙箱隔离、日志记录与签名——构建为可验证，而非仅可信任。Self-hosted, vendor-neutral coding agent for private repos and local models. TUI-first, BYOK across 16 providers or fully offline with Ollama/LM Studio. Every agent action is sandboxed, logged, and signed — built to be verified, not just trusted.

Haven 42 是一款证据门控、本地优先的 AI 工作台，支持 Windows、Linux 和 macOS 上的编码、聊天与媒体处理。Haven 42 is an evidence-gated, local-first AI workbench for coding, chat, and media on Windows, Linux, and macOS.

AI 构建，你决定是否上线 —— AI agent 工作的审核关卡。AI builds it. You decide if it ships. — review gates for AI-agent work.

用日常语言描述应用需求，AI 专家团队即可设计、构建、测试并私有发布到你的 GitHub — 无需编码。面向非技术用户的 Claude Code 插件。个人使用免费；商业许可可用。Describe an app in plain words and a team of AI specialists designs, builds, tests and privately publishes it to your own GitHub — no coding needed. A Claude Code plugin for non-technical people. Free for personal use; commercial licence available.

属于我的元分析的一部分，探讨 AI 辅助工具与理论模型开发的实用性。该应用是一个理论物理 IDE，用户可以导入理论模型，并借助 AI 进行组织与处理，内置文档生成功能。This is part of my meta-analysis where I investigate the utility of AI assisted tool and theoretical model development. This application is a theoretical physics IDE, where a user can import a theoretical model and use AI to organize and work on that model with built-in documentation generation.

使用本地 RAG 系统增强知识库，借助混合搜索实现精准信息检索与最优结果🔍 Enhance your knowledge base with a local RAG system that leverages hybrid search for precise information retrieval and optimal results.

2026 年最佳 Immich 照片管理器替代方案 — AI 搜索与地理相册Best Immich Photo Manager Alternative 2026 - AI Search & Geographic Albums

面向学术阅读的本地桌面 PDF 阅读器，支持 AI 翻译、OCR、高亮、笔记、翻译历史以及导入/导出。A local desktop PDF reader for academic reading, with AI translation, OCR, highlights, notes, translation history, and import/export support.

面向 Frontiers 的 Journal Finder 应用Journal Finder app for Frontiers

AI 优化的 stash 存储——面向 Agent 的动态 RAG。通过 MCP 或 REST API 按需存储、搜索和检索文档、代码与数据。AI-optimized stash storage — dynamic RAG for agents. Store, search, and retrieve docs, code, and data on demand via MCP or REST API.

🦀 高性能 Rust 多 Agent 编排框架，内置 MCP runtime，并提供统一的 OpenAI / Open Responses LLM 网关。🦀 High-performance Rust multi-agent orchestrator with MCP runtime and unified OpenAI / Open Responses LLM gateway.

《Comparative Analysis of EEG Signal Preprocessing Impact on Generalization of a Transformer-Based EEG Imagined Speech Recognition》研究的可复现研究仓库。Reproducible research repository for 'Comparative Analysis of EEG Signal Preprocessing Impact on Generalization of a Transformer-Based EEG Imagined Speech Recognition' research work

面向 AI Agent 的证据可追溯研究 API。哈希链存证可自行验证，明确拒答，并通过 x402 微型支付——自身失败时绝不收费。Evidence-grounded research API for AI agents. Hash-chained custody you can verify yourself, explicit refusal, and x402 micropayments — it never bills you for its own failure.

面向 AI Agent 的精确小数复式记账内核。通过 MCP 工具调用完成金额计算，避免在 token 中做财务运算。默认拒绝、审计哈希、完全确定性。Exact-decimal double-entry kernel for AI agents. Call MCP tools instead of doing money math in tokens. Fail-closed, audit-hashed, deterministic.

我的学位论文的 LaTeX 与 Gnuplot 源码LaTeX and Gnuplot sources of my dissertation