仓库/Skill 库

Glyd——快速的无损压缩算法。Glyd - Fast lossless compression algorithm

AKB — Agent Knowledgebase。AI agent 的组织记忆：以 URI 图统一 vault 范围的文档 / 表格 / 文件，通过 MCP 提供服务。AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP.

面向 Ethereum 的自动化交易机器人，支持 gas 预览、router 支持与终端菜单。Automated trading bot for Ethereum with gas preview, router support and terminal menu.

AI Agent 工程师面试资料库 - 国内大厂面经、岗位要求、高频面试题

使用 AI 的系统文献综述（SLR）借助人工智能技术，自动加速海量学术文献的审阅与综合过程Systematic Literature Review (SLR) using AI involves leveraging artificial intelligence techniques to automate and expedite the process of reviewing and synthesizing large volumes of scholarly literature.

Ruby 的强大 AI 运行时Ruby's capable AI runtime

生产就绪的 FastAPI 平台，模块化组件，内置 control plane。A production-ready FastAPI platform with modular components and a built-in control plane.

デジタル庁のガバメントAI「源内(GENAI)」を完全ローカル(ローカルLLM/OpenAI互換)で動かす非公式プロジェクト。SAML認証(Keycloak)・RAG(Qdrant)・文字起こし(Whisper)・画像生成(SD)・チーム単位ナレッジをローカル完結。

🐙 即插即用的工具，让 AI Agent 可靠、具备权限感知地访问外部系统。🐙 Drop-in tools that give AI agents reliable, permission-aware access to external systems.

检索 Claude Code、Codex、Pi、OpenCode、GitHub Copilot 与 Cursor 的会话记录并恢复会话Search Claude Code, Codex, Pi, OpenCode, Github Copilot & Cursor transcripts & resume sessions

开源、实时协作的 AI canvas——在无限画布上整合笔记、小应用与 agentOpen-source, real-time collaborative AI canvas - notes, mini-apps, and agents on one infinite board.

跨自有机器的私有智能搜索。系统离线时仍可搜索，包括深藏在 VM 和 archive 中的文件。Private, intelligent search across every machine you own. Systems remain searchable when offline, including files buried inside VMs and archives.

面向 Hyprland（基于 Omarchy）的按工作区平铺比例方案。拖动分隔条即可移动窗口 —— 25/50/25、master and stack、thirds、grid。支持命名布局、按工作区分配与可切换的 profile。Per-workspace tiling ratios for Hyprland, on Omarchy. Drag the dividers and your windows move — 25/50/25, master and stack, thirds, grid. Named layouts, per-workspace assignment, switchable profiles.

本地代码搜索，结合 BM25、向量相似度与 cross-encoder 重排序。使用 tree-sitter 解析 60+ 种语言，完全离线运行，返回包含文件路径、行号范围与符号元数据的结构化结果。使用 Rust 构建。Local code search combining BM25, vector similarity, and cross-encoder reranking. Parses 60+ languages with tree-sitter, runs entirely offline, and returns structured results with file paths, line ranges, and symbol metadata. Built in Rust.

自托管 AI 聊天平台，支持多步工具调用、持久化 Python 沙箱、RAG 和 Deep Research。支持 Claude、GPT、Gemini 及任何 OpenAI 兼容服务商。Self-hosted AI chat platform with multi-step tool calls, persistent Python sandbox, RAG, and Deep Research. Supports Claude, GPT, Gemini and any OpenAI-compatible provider.

基于定义你所在领域的论文的科研反馈Research feedback grounded in the papers that define your field

一款便捷的 lib，用于流畅地与大语言模型（LLM）交互及构建 AI 应用。A handy lib for smooth interaction with large language models (LLMs) and crafting AI apps.

开源、本地优先的 AI 长篇小说创作引擎：多智能体世界推演、按弧规划、RAG 长程记忆、逐章审核与断点恢复 | Open-source AI novel generator for long-form fiction.

面向 Claude Code 与 Codex 的 MCP server。一次 tool call 即可替代约 42 分钟的 agent 探索。MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration

AI 数据交换的十字路口。一个统一的、可自托管的 Web 界面，用于发现、配置和管理 Model Context Protocol (MCP) 服务器——将来自多个 MCP 来源（Claude、Cursor 等）的 AI 工具、工作区、提示词与日志汇聚一处。The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discovering, configuring, and managing Model Context Protocol (MCP) servers—bringing together AI tools, workspaces, prompts, and logs from multiple MCP sources (Claude, Cursor, etc.) under one roof.

面向实验的 GenAI/RAG 优化器与工具包，基于 Oracle Database AI Vector Search 与 NL2SQLGenAI/RAG Optimizer and Toolkit for experimentation using Oracle Database AI Vector Search and NL2SQL

一键式加密 DNS（DoH/DoT/DoQ/DNSCrypt），基于 zapret2 或 GoodbyeDPI 的 DPI 绕过，支持 TLS 分片的本地 HTTP/SOCKS 代理，以及面向 Windows 的域名规则。托盘驻留内存约 30 MB，无遥测，始终恢复原始 DNS。限研究与教学使用。One-click encrypted DNS (DoH/DoT/DoQ/DNSCrypt), DPI bypass with zapret2 or GoodbyeDPI, a local HTTP/SOCKS proxy with TLS fragmentation, and domain rules for Windows. ~30 MB RAM in the tray, no telemetry, always restores your original DNS. For research and educational use.

可解释、本地优先的 AI Agent 记忆引擎。约 9 MB 的单一二进制在 VelesQL 下融合向量 + 图 + 列存；why() 返回每次召回背后的证据路径。无云依赖、无胶水代码 —— 支持服务器、浏览器、移动端与桌面端运行。The explainable, local-first memory engine for AI agents. One ~9 MB binary fuses vector + graph + columnar under VelesQL; why() returns the evidence path behind every recall. No cloud, no glue code — runs on server, browser, mobile and desktop.

为大型语言模型（LLM）和 RAG 系统转换并优化你的 markdown 文档，自动生成 llms.txt。Transform and optimize your markdown documentation for Large Language Models (LLMs) and RAG systems. Generate llms.txt automatically.

mloda.ai - 面向 AI 与 ML 的开放数据访问。基于插件、可追溯、与框架无关。mloda.ai - Open Data Access for AI and ML. Plugin-based. Traceable. Framework-agnostic.

ChatCLI 是一个命令行应用，利用 LLM（如来自 Anthropic、OpenAI 等）实现终端内的交互式对话。其核心包含一个专用 Agent 和提供独特能力的工具。ChatCLI is a command-line application that utilizes LLMs—such as those from Anthropic, OpenAI, and others—to facilitate interactive conversations within the terminal. At its core, it features a specialized agent and tools that provide unique expertise.

开源 multi-agent 研究助手：约 2 分钟生成带引用的网络报告，或由 25 个 agent 流水线配合人工检查点产出完整学术论文。欢迎贡献。Open-source multi-agent research assistant: cited web reports in ~2 min, or a full academic paper from a 25-agent pipeline with human checkpoints. Contributors welcome.

Zotero AI 插件：Zotero 10 的研究助手。可与文献库对话、执行联邦学术检索、RAG、OCR、系统综述，并管理云存储。包含独立的 MCP、Agent 能力与技能库。Zotero AI plugin Research assistant for Zotero 10. Chat with your library, run federated scholarly search, RAG, OCR, systematic reviews, and manage cloud storage. Includes standalone MCP, Agentic capabilities, and skills library.

开源核心的 AI 工作台——覆盖任何模型的 notebooks、Agent、RAG、语音和图像：OpenAI、Anthropic、Google、xAI，或通过 Ollama/vLLM 的本地模型。BSL 1.1，两年后自动转换为 Apache-2.0。当别人的 AI 停止运行时，你的 AI 仍在运行。The open-core AI workbench — notebooks, agents, RAG, voice, and images across any model: OpenAI, Anthropic, Google, xAI, or local via Ollama/vLLM. BSL 1.1, auto-converting to Apache-2.0 on a two-year clock. Your AI keeps running when theirs doesn't.

基于 Parquet 构建的嵌入式检索库。快速、高效且可扩展。Embedded retrieval library built on Parquet. Fast, efficient, and scalable.

结合向量检索与时序知识图谱的 AI 记忆系统，内置面向 Agent 的认知引擎，支持记忆衰减、矛盾检测与 MCP 集成。AI memory system combining vector search with temporal knowledge graph. Built-in cognitive engine for agents. Supports memory decay, contradiction detection, and MCP integration.

全栈开源 AI 协作套件与多 Agent 平台，具备 LLM 编排、自动化与虚拟助手能力，可从小规模部署平滑扩展至企业级环境。Complete open-source AI collaboration suite and multi-agent platform featuring LLM orchestration, automation, and virtual assistants. Scales seamlessly from small deployments to large enterprise environments.

开源私域 AI 营销 SCRM 系统，Martech 获客引流利器！全渠道聚合（抖音/小红书/快手/微信/WhatsApp/TikTok/Telegram）统一收件箱与 CDP 客户管理。🤖核心功能：1. ReAct 自主 AI 智能体（41原子工具/销冠 SOP 自动化编排）；2. 本地知识库 RAG（混合检索/混合粗排）；3. 独家 GEO 模块（生成式大模型引擎优化/AI 搜索占位/内容创作），让 ChatGPT/Perplexity/DeepSeek 优先推荐你的品牌！🔒数据安全：支持 100% 私域自托管部署，数据零出域

将生产事故转化为结构化的 9 段式 LLM 响应（严重等级、根因、缓解措施、事后复盘）。附带 5 个场景的回归测试集 + LLM-as-judge 评估流水线。Turn a production incident into a structured 9-section LLM response (severity, root cause, mitigation, postmortem). Ships with a 5-scenario regression suite + LLM-as-judge eval pipeline.

将 Agent 评估与护栏实现为 Jev 决策：每个 trace 一次请求，成本仅为零点几分，足够快以嵌入 Agent 循环。可与 Kev 或 Laya 在本地运行。Agent evals and guardrails as Jev decisions: one request per trace, a fraction of a cent, fast enough for the agent loop. Runs locally with Kev or Laya.

开源的 AI Agent 真实 iPhone 控制方案：屏幕文本、点击/输入/滑动、自定义 XCTest runner、CLI + HTTP API + MCP、浏览器接管与可回放流程。Rust 编写，自托管于 macOS。Open-source real iPhone control for AI agents: screen text, tap/type/swipe, custom XCTest runner, CLI + HTTP API + MCP, browser takeover and replayable flows. Rust, self-hosted on macOS.