仓库/Skill 库

与你的 coding agent 语音对话，它会回复。为 Claude Code、Cursor 及任何 MCP 客户端提供 local-first 语音 I/O（MCP tools + Agent Skill）。🎙️ Talk to your coding agent. It talks back. Local-first voice I/O (MCP tools + Agent Skill) for Claude Code, Cursor and any MCP client.

面向飞书/Lark 的开源 AI 辅助入职方案：可配置工作流、文档 OCR 与审阅、Bitable 同步、提醒功能，以及零凭证 Demo。Open-source AI-assisted HR onboarding for Feishu/Lark: configurable workflows, document OCR and review, Bitable sync, reminders, and a zero-credential demo.

真正好用的本地文档 → Markdown 转换器 | Local-first AI-ready document converter: PDF/Word/PPT/Excel/EPUB/HTML → clean Markdown

Agent 中立的自主、协作与能力编排 harness。Agent-neutral autonomy, collaboration, and capability orchestration harness.

Same Targets, Different Computation 的代码与 artifact：后训练如何在模型各层之间划分计算Code and artifacts for Same Targets, Different Computation: how post-training divides work across model layers.

The Convergence Gap 的代码与 artifact：指令微调模型何时收敛到下一 token 预测Code and artifacts for The Convergence Gap: when instruction-tuned models settle on next-token predictions.

基于 Llama 3.2 的本地多模态 RAG AI 助手，可与 PDF、图片和视频对话，完全离线，零数据外泄。Local multimodal RAG AI assistant where you can chat with PDFs, images, and video using Llama 3.2, fully offline, zero data exposure.

prompt工具箱

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.

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.

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.

🔍 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.

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

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.

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.

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.

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.

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

Vengtoo 官方 Node.js/TypeScript SDK——带 Express 中间件的授权客户端。Official Node.js/TypeScript SDK for Vengtoo — authorization client with Express middleware

AI 编码 Agent 的本地优先任务控制中心：可见的 PTY 工作流、隔离的 Git worktree、后端主导的审查、精确 OID 合并，以及不可变的完成回执。Local-first mission control for AI coding agents: visible PTY work, isolated Git worktrees, backend-owned review, exact-OID merge, and immutable completion receipts.

AI 会议智能工作区，支持视频转录、结构化洞察以及基于转录的 RAG 对话。AI meeting intelligence workspace for video transcription, structured insights, and transcript-grounded RAG conversations.

AI 原生 Google Maps 地点与评论情报——让你有备而来。任意语言的自由文本输入 → AI 规划抓取完整评论历史 → Gemini 生成价格、硬性事实与风险标记报告。CLI + Web 应用 + 运行时可切换推理模型。AI-native Google Maps place + review intelligence — walk in armed. Free-text in any language → AI-planned scrape of FULL review history → Gemini price/hard-facts/red-flag reports. CLI + web app + runtime-switchable reasoning model.

学术知识图谱系统——符号驱动的研究发现，配合轻量级向量检索。Academic knowledge graph system — symbol-driven research discovery with lightweight vector retrieval

Embrace the choas（拥抱混乱）Embrace the choas

可移植契约与 local-first 运行时，覆盖规范数据、检索、持久执行及面向 agent 的 AI。Portable contracts and local-first runtimes for canonical data, retrieval, durable execution, and agent-facing AI.

某私有组织的公开主页，包含多个 .git 大学项目，涵盖软件工程、全栈 Web 开发、数据科学与工程（AI/ML）、嵌入式系统、GIS 等先进计算技术，分别在 Uppsala、Canterbury、Auckland 完成，并含多次海外正式交换经历；多数项目涉及广泛协作，且均以 distinction 等级通过Public profile for a private org containing multiple .git university projects in software engineering, full-stack web dev, data science & eng (AI/ML), embedded systems, GIS. & other advanced computing tech completed at Uppsala, Canterbury, Auckland & formal exchanges abroad; many involving extensive collaboration, all averaging with distinction

自动更新的全球最热门 AI 仓库集合，汇聚 LLM、Agent、RAG 等前沿项目。An auto-updating collection of the world's most popular AI repositories, bringing together LLMs, agents, RAG, and other cutting-edge projects.

校园社区：地理位置范围内容 · RAG 混合检索 · 问题追踪 · AI 助手（千问 v3-flash）

以挑战为中心的多跳 RAG 研究枢纽：五类挑战分类法、208 篇文献综述快照，以及七篇综述参考库。Research hub for challenge-centered multi-hop RAG: five-challenge taxonomy, 208-work review snapshot, and seven-survey reference library.

Chrome 扩展，将 RAG 驱动的 AI 辅导带入任何学习管理系统（LMS），从高中到大学。BYOK Gemini API + Backboard.io 后端。为 CUTC Transform Hackathon 2026 构建。Chrome extension that brings RAG-powered AI tutoring to any Learning Management System (LMS); from high school to university. BYOK Gemini API + Backboard.io backend. Built for CUTC Transform Hackathon 2026.

面向 AI 编程工具的本地 Agent 多路复用器，原生 TUI 界面。Local agent multiplexer for AI coding tools with native TUIs

每日课程：面向从未打开过终端的用户的 Claude Code 和 Codex 教程。面向企业主而非程序员。内容来源于实际运行的 AI agent 集群，而非理论。Daily lessons: Claude Code and Codex for people who have never opened a terminal. For business owners, not programmers. Written from a running fleet of AI agents, not from theory.

基于 AI 的简历优化工具，可根据任意职位描述定制简历。使用 Streamlit、LlamaIndex 与 Nebius AI 构建。AI-powered resume optimizer that tailors your resume to any job description. Built with Streamlit, LlamaIndex and Nebius AI.