仓库/Skill 库

一道 Python 守门机制：在不分类提示词的前提下，阻止不可信的 agent 数据去构造敏感的工具调用参数。A Python gate that prevents untrusted agent data from authoring sensitive tool-call arguments—without classifying prompts.

面向 Claude Code / Codex 的 Agent Skill：为系统评价与 Meta 分析构建可复现、可按 PRISMA-S 报告的检索策略 —— 通过 NCBI API 获取 MeSH、主题词+自由词检索式、单行记录数、召回率校验、多数据库语法。Agent Skill for Claude Code / Codex: build reproducible, PRISMA-S-reportable search strategies for systematic reviews & meta-analyses — MeSH via NCBI API, subject-heading + free-text lines, per-line record counts, recall check, multi-database syntax. 系统评价/Meta分析检索策略构建 skill

学习驱动运动预测与规划中风险校准及运行时保障系统综述的可复现材料。Reproducibility materials for a systematic review of risk calibration and runtime assurance in learning-enabled motion prediction and planning.

基于 Google ADK 的多智能体文献综述系统，并行扫描预印本/同行评审/实现仓库，自评估覆盖循环，代码层面强制引文不变性Multi-agent literature review system on Google ADK — parallel preprint/peer-reviewed/implementation sweep, self-evaluating coverage loop, and a citation invariant enforced in code.

开源 Raspberry Pi 5 rover 项目，用于建图、视觉、语音、本地 LLM 及液态神经网络实验。Open-source Raspberry Pi 5 rover project for mapping, vision, voice, local LLMs, and liquid-neural-network experiments.

基于 Clean Architecture 的模块化网络爬虫——wreq TLS 指纹识别、RAG 导出、MCP server、TUI、AI 语义清洗，配备 1,337 项测试并通过 Miri 验证。Modular web scraper with Clean Architecture — wreq TLS fingerprinting, RAG export, MCP server, TUI, AI semantic cleaning. 1,337 tests, Miri verified.

N-able N-central 的 MCP server——设备、组织单元、活跃问题、定时任务、自定义属性（支持本地部署与托管）。MCP server for N-able N-central — devices, org units, active issues, scheduled tasks, custom properties (on-prem and hosted)

Clio Manage 的 MCP server——案件、联系人、活动、任务、文档、日历、计费。MCP server for Clio Manage -- matters, contacts, activities, tasks, documents, calendar, billing

复现研究结果所需的数据与代码Data and code required for reproducing the research results

Embodied Daily：每日具身智能 AI 论文推荐（HF Daily Papers + arXiv）Embodied Daily: daily embodied-AI paper recommendations (HF Daily Papers + arXiv)

一次编写 AI Agent 知识，编译输出为所有 Agent 配置格式——CLAUDE.md、AGENTS.md、.cursor/rules 等。Write your AI agent knowledge once. Compile it to every agent config format - CLAUDE.md, AGENTS.md, .cursor/rules and more.

基于 ESP32-P4（SeedSigner 生态）的无状态安全引导加载器分阶段开发，从文献综述起步，依次完成安全启动、SD 卡载荷加载、Specter bundle 验证以及反钓鱼加固。Phase-by-phase development of a stateless secure bootloader for ESP32-P4 (SeedSigner ecosystem) from literature review to secure boot, SD card payload loading, Specter bundle verification, and anti-phishing hardening

🔍 使用多种 prompt 技巧在多步数学问题上分析 Mistral-7B 模型的数学推理能力。🔍 Analyze the mathematical reasoning abilities of the Mistral-7B model using diverse prompting techniques on multi-step math problems.

配套仓库：指数族模型主动感知文献综述Companion repository to a literature review on active sensing with exponential family models

NASH/IW 项目的版本化代码、校验器、清单文件与可复现研究基础设施Versioned code, validators, manifests and reproducible research infrastructure for NASH/IW.

AI agents 的身份、记忆与协作平台——通过 CLI、MCP 和 Go 服务器提供事实、记忆、密钥管理及 agent 间消息传递。Identity, memory & collaboration platform for AI agents — facts, memories, secrets, and inter-agent messaging via a CLI, MCP, and a Go server.

数据在被构建成有意义的东西之前只是噪声——将原始数据转化为真正可用的系统，涵盖欺诈检测、RAG pipeline、计算机视觉追踪器以及数据仓库等领域。FAST NUCES 数据科学本科生，在"搞坏东西"和"交付产品"之间反复横跳。持续构建，持续学习，欢迎合作和实习交流Data is noise until someone builds something meaningful out of it, turn raw data into systems that actually work, from fraud detection and rag pipelines to computer vision trackers and data warehouses. DS undergrad at FAST NUCES, somewhere between breaking things and shipping them. always building, always learning, open to collabs and interns

一个 TypeScript LangGraph agent，通过搜索、摘要和 human approval 回答 research questions，使用 LangSmith 完整 trace 并可直接用于评估。A TypeScript LangGraph agent that answers research questions with search, summarization, and human approval – fully traced with LangSmith and ready for evaluation

让 AI Agent 从 PDF（发票、报告、对账单）中提取文本和表格的 MCP server。MCP server that lets AI agents extract text and tables from PDFs: invoices, reports, statements.

由文本挖掘驱动的科学文献综述。A text mining-driven review of scientific literature.

Cloudflare Code Mode MCP 的 global bundle，面向 DeepSeek Harness（DSH）——包含 mcp__cloudflare__* 工具、cfbridge skill 与 wrangler passthrough。Cloudflare Code Mode MCP global bundle for DeepSeek Harness (DSH) — mcp__cloudflare__* tools + cfbridge skill + wrangler passthrough

本仓库用于存放系统综述 "Colour, Congruence, and Customisation: A Systematic Review of Purchase Intention in Online Fashion Retail" 的全部补充材料This repository is responsible for holding all the additional materials related to the systematic literature review titled: "Colour, Congruence, and Customisation: A Systematic Review of Purchase Intention in Online Fashion Retail"

自主多 Agent 研究系统，集成学术检索（arXiv + Semantic Scholar）、基于词典的情感分析、引用网络可视化，以及 CI/CD 发布工作流。Autonomous multi-agent research system with academic search (arXiv + Semantic Scholar), lexicon-based sentiment analysis, citation network visualization, and CI/CD release workflow

适用于 Cursor 和 Claude Code 的 Waydock 插件。包含 Skills 以及通过 OAuth 连接的 Waydock MCP 服务器。Waydock plugins for Cursor and Claude Code. Skills plus the Waydock MCP server, connected over OAuth.

通过实战教程构建有效的 AI 评测，使用真实 agent 提升生产系统技能🎯 Build effective AI evaluations through a hands-on tutorial, using a realistic agent to enhance your production system skills.

基于 Java 的数据结构与算法项目，结合 Rabin–Karp 进行精确关键词匹配、编辑距离进行近似相似度计算、二分图匹配实现主题到论文的推荐。A Java-based DSA project that recommends relevant research papers using Rabin–Karp for exact keyword matching, Edit Distance for approximate similarity, and Bipartite Graph Matching for topic-to-paper recommendations.

在你信任它们的静默之前，先证明它们仍然看得见的 hook。为你的编码 Agent 编写的检测器提供配对的正/负对照。Hooks that prove they can still see before you trust their silence. Paired positive/negative controls for the detectors your coding agent writes.

这是一个个人日志/日记/知识库，集成本地部署的聊天机器人，统一追踪我想要追踪的任何内容。This is a personal journal / diary / knowledge base integrating a locally served chatbot to cohesively track whatever I want it to track.

基于 FastAPI、LangChain、ChromaDB 和 Google Gemini API 构建的快速、轻量级 RAG 聊天机器人。A fast, lightweight Retrieval-Augmented Generation (RAG) chatbot built with FastAPI, LangChain, ChromaDB, and the Google Gemini API.

一项系统动力学研究，探讨 fractional ownership 与 AI 赋能的点对点交易如何在向租房者和低收入家庭开放参与的同时提升可再生能源利用率。基于 25 项研究的系统综述，在 Stella 中构建因果回路模型，并针对新西兰市场监管进行对比设计方案评估a system dynamics study of how fractional ownership and AI-enabled peer-to-peer trading could raise renewable utilisation while opening participation to renters and low-income households. Systematic review of 25 studies, causal loop modelling in Stella, and a comparative design assessment against NZ market regulation.

为 https://pubmed.ncbi.nlm.nih.gov/ 创建第一阶段筛选表格的文献综述Create phase 1 screening spreadsheet literature review of https://pubmed.ncbi.nlm.nih.gov/

《从原始数据到完稿论文：构建可复现研究流水线》演讲幻灯片，用于 WHU - Otto Beisheim School of Management 博士迎新周。Slides for 'From Raw Data to Finished Paper: Building a Reproducible Research Pipeline', a Doctoral Orientation Week session at WHU - Otto Beisheim School of Management.

在 VS Code 中本地编辑 Overleaf 项目，支持双向同步。Edit Overleaf projects locally in VS Code with two-way synchronization.

AI 增强的 IT 运维工作台——规格驱动、多提供商、本地优先，将事件与服务请求转为带 KB 引用的摘要，配备可审计会话、PII 脱敏与沙箱化操作。AI-augmented IT ops workbench — spec-driven, multi-provider, local-first. Turns incidents and service requests into KB-cited summaries with auditable sessions, PII redaction, and sandboxed actions.

面向 AI Agent 的钱包地址邮箱与存储。发送需付费（x402，Base 上的 USDC）；钱包密钥持有者免费读取。接收免费。Wallet-addressed mailbox + storage for AI agents. Pay to send (x402, USDC on Base); the holder of the wallet key reads free. Receiving costs nothing.

AI DeFi Agent 的执行前守卫 API —— <300ms 返回二元判定，通过 x402 支付 0.01 USDC。Pre-execution guard API for AI DeFi agents — binary verdict in <300ms, $0.01 USDC via x402