[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"similar-Deepractice--PromptX":3,"tool-Deepractice--PromptX":64},[4,17,27,35,44,52],{"id":5,"name":6,"github_repo":7,"description_zh":8,"stars":9,"difficulty_score":10,"last_commit_at":11,"category_tags":12,"status":16},3808,"stable-diffusion-webui","AUTOMATIC1111\u002Fstable-diffusion-webui","stable-diffusion-webui 是一个基于 Gradio 构建的网页版操作界面，旨在让用户能够轻松地在本地运行和使用强大的 Stable Diffusion 图像生成模型。它解决了原始模型依赖命令行、操作门槛高且功能分散的痛点，将复杂的 AI 绘图流程整合进一个直观易用的图形化平台。\n\n无论是希望快速上手的普通创作者、需要精细控制画面细节的设计师，还是想要深入探索模型潜力的开发者与研究人员，都能从中获益。其核心亮点在于极高的功能丰富度：不仅支持文生图、图生图、局部重绘（Inpainting）和外绘（Outpainting）等基础模式，还独创了注意力机制调整、提示词矩阵、负向提示词以及“高清修复”等高级功能。此外，它内置了 GFPGAN 和 CodeFormer 等人脸修复工具，支持多种神经网络放大算法，并允许用户通过插件系统无限扩展能力。即使是显存有限的设备，stable-diffusion-webui 也提供了相应的优化选项，让高质量的 AI 艺术创作变得触手可及。",162132,3,"2026-04-05T11:01:52",[13,14,15],"开发框架","图像","Agent","ready",{"id":18,"name":19,"github_repo":20,"description_zh":21,"stars":22,"difficulty_score":23,"last_commit_at":24,"category_tags":25,"status":16},1381,"everything-claude-code","affaan-m\u002Feverything-claude-code","everything-claude-code 是一套专为 AI 编程助手（如 Claude Code、Codex、Cursor 等）打造的高性能优化系统。它不仅仅是一组配置文件，而是一个经过长期实战打磨的完整框架，旨在解决 AI 代理在实际开发中面临的效率低下、记忆丢失、安全隐患及缺乏持续学习能力等核心痛点。\n\n通过引入技能模块化、直觉增强、记忆持久化机制以及内置的安全扫描功能，everything-claude-code 能显著提升 AI 在复杂任务中的表现，帮助开发者构建更稳定、更智能的生产级 AI 代理。其独特的“研究优先”开发理念和针对 Token 消耗的优化策略，使得模型响应更快、成本更低，同时有效防御潜在的攻击向量。\n\n这套工具特别适合软件开发者、AI 研究人员以及希望深度定制 AI 工作流的技术团队使用。无论您是在构建大型代码库，还是需要 AI 协助进行安全审计与自动化测试，everything-claude-code 都能提供强大的底层支持。作为一个曾荣获 Anthropic 黑客大奖的开源项目，它融合了多语言支持与丰富的实战钩子（hooks），让 AI 真正成长为懂上",140436,2,"2026-04-05T23:32:43",[13,15,26],"语言模型",{"id":28,"name":29,"github_repo":30,"description_zh":31,"stars":32,"difficulty_score":23,"last_commit_at":33,"category_tags":34,"status":16},2271,"ComfyUI","Comfy-Org\u002FComfyUI","ComfyUI 是一款功能强大且高度模块化的视觉 AI 引擎，专为设计和执行复杂的 Stable Diffusion 图像生成流程而打造。它摒弃了传统的代码编写模式，采用直观的节点式流程图界面，让用户通过连接不同的功能模块即可构建个性化的生成管线。\n\n这一设计巧妙解决了高级 AI 绘图工作流配置复杂、灵活性不足的痛点。用户无需具备编程背景，也能自由组合模型、调整参数并实时预览效果，轻松实现从基础文生图到多步骤高清修复等各类复杂任务。ComfyUI 拥有极佳的兼容性，不仅支持 Windows、macOS 和 Linux 全平台，还广泛适配 NVIDIA、AMD、Intel 及苹果 Silicon 等多种硬件架构，并率先支持 SDXL、Flux、SD3 等前沿模型。\n\n无论是希望深入探索算法潜力的研究人员和开发者，还是追求极致创作自由度的设计师与资深 AI 绘画爱好者，ComfyUI 都能提供强大的支持。其独特的模块化架构允许社区不断扩展新功能，使其成为当前最灵活、生态最丰富的开源扩散模型工具之一，帮助用户将创意高效转化为现实。",107662,"2026-04-03T11:11:01",[13,14,15],{"id":36,"name":37,"github_repo":38,"description_zh":39,"stars":40,"difficulty_score":10,"last_commit_at":41,"category_tags":42,"status":16},4292,"Deep-Live-Cam","hacksider\u002FDeep-Live-Cam","Deep-Live-Cam 是一款专注于实时换脸与视频生成的开源工具，用户仅需一张静态照片，即可通过“一键操作”实现摄像头画面的即时变脸或制作深度伪造视频。它有效解决了传统换脸技术流程繁琐、对硬件配置要求极高以及难以实时预览的痛点，让高质量的数字内容创作变得触手可及。\n\n这款工具不仅适合开发者和技术研究人员探索算法边界，更因其极简的操作逻辑（仅需三步：选脸、选摄像头、启动），广泛适用于普通用户、内容创作者、设计师及直播主播。无论是为了动画角色定制、服装展示模特替换，还是制作趣味短视频和直播互动，Deep-Live-Cam 都能提供流畅的支持。\n\n其核心技术亮点在于强大的实时处理能力，支持口型遮罩（Mouth Mask）以保留使用者原始的嘴部动作，确保表情自然精准；同时具备“人脸映射”功能，可同时对画面中的多个主体应用不同面孔。此外，项目内置了严格的内容安全过滤机制，自动拦截涉及裸露、暴力等不当素材，并倡导用户在获得授权及明确标注的前提下合规使用，体现了技术发展与伦理责任的平衡。",88924,"2026-04-06T03:28:53",[13,14,15,43],"视频",{"id":45,"name":46,"github_repo":47,"description_zh":48,"stars":49,"difficulty_score":23,"last_commit_at":50,"category_tags":51,"status":16},3704,"NextChat","ChatGPTNextWeb\u002FNextChat","NextChat 是一款轻量且极速的 AI 助手，旨在为用户提供流畅、跨平台的大模型交互体验。它完美解决了用户在多设备间切换时难以保持对话连续性，以及面对众多 AI 模型不知如何统一管理的痛点。无论是日常办公、学习辅助还是创意激发，NextChat 都能让用户随时随地通过网页、iOS、Android、Windows、MacOS 或 Linux 端无缝接入智能服务。\n\n这款工具非常适合普通用户、学生、职场人士以及需要私有化部署的企业团队使用。对于开发者而言，它也提供了便捷的自托管方案，支持一键部署到 Vercel 或 Zeabur 等平台。\n\nNextChat 的核心亮点在于其广泛的模型兼容性，原生支持 Claude、DeepSeek、GPT-4 及 Gemini Pro 等主流大模型，让用户在一个界面即可自由切换不同 AI 能力。此外，它还率先支持 MCP（Model Context Protocol）协议，增强了上下文处理能力。针对企业用户，NextChat 提供专业版解决方案，具备品牌定制、细粒度权限控制、内部知识库整合及安全审计等功能，满足公司对数据隐私和个性化管理的高标准要求。",87618,"2026-04-05T07:20:52",[13,26],{"id":53,"name":54,"github_repo":55,"description_zh":56,"stars":57,"difficulty_score":23,"last_commit_at":58,"category_tags":59,"status":16},2268,"ML-For-Beginners","microsoft\u002FML-For-Beginners","ML-For-Beginners 是由微软推出的一套系统化机器学习入门课程，旨在帮助零基础用户轻松掌握经典机器学习知识。这套课程将学习路径规划为 12 周，包含 26 节精炼课程和 52 道配套测验，内容涵盖从基础概念到实际应用的完整流程，有效解决了初学者面对庞大知识体系时无从下手、缺乏结构化指导的痛点。\n\n无论是希望转型的开发者、需要补充算法背景的研究人员，还是对人工智能充满好奇的普通爱好者，都能从中受益。课程不仅提供了清晰的理论讲解，还强调动手实践，让用户在循序渐进中建立扎实的技能基础。其独特的亮点在于强大的多语言支持，通过自动化机制提供了包括简体中文在内的 50 多种语言版本，极大地降低了全球不同背景用户的学习门槛。此外，项目采用开源协作模式，社区活跃且内容持续更新，确保学习者能获取前沿且准确的技术资讯。如果你正寻找一条清晰、友好且专业的机器学习入门之路，ML-For-Beginners 将是理想的起点。",84991,"2026-04-05T10:45:23",[14,60,43,61,15,62,26,13,63],"数据工具","插件","其他","音频",{"id":65,"github_repo":66,"name":67,"description_en":68,"description_zh":69,"ai_summary_zh":69,"readme_en":70,"readme_zh":71,"quickstart_zh":72,"use_case_zh":73,"hero_image_url":74,"owner_login":75,"owner_name":75,"owner_avatar_url":76,"owner_bio":77,"owner_company":78,"owner_location":78,"owner_email":79,"owner_twitter":78,"owner_website":80,"owner_url":81,"languages":82,"stars":109,"forks":110,"last_commit_at":111,"license":112,"difficulty_score":23,"env_os":113,"env_gpu":114,"env_ram":114,"env_deps":115,"category_tags":123,"github_topics":78,"view_count":23,"oss_zip_url":78,"oss_zip_packed_at":78,"status":16,"created_at":124,"updated_at":125,"faqs":126,"releases":155},4120,"Deepractice\u002FPromptX","PromptX","PromptX · 领先的AI 智能体上下文平台 ｜ PromptX · Leading AI Agent Context Platform","PromptX 是一个领先的 AI 智能体上下文平台，旨在通过自然的对话交互，瞬间将通用人工智能转化为特定行业的专家。它核心解决了大模型在垂直领域专业知识不足、角色切换困难以及缺乏长期记忆的问题。用户无需编写复杂代码或进行繁琐配置，只需通过简单的指令，即可让 Claude、Cursor 等主流 AI 应用立即“变身”为产品经理、系统架构师等专业人士，提供深度的策略建议和方法论支持。\n\n这款工具特别适合开发者、产品设计师、企业研究人员以及希望提升工作效率的普通用户。对于技术人员，它能快速注入专业开发能力；对于业务人员，它则是随叫随到的行业顾问。PromptX 的独特技术亮点在于其基于 MCP（Model Context Protocol）协议构建的认知记忆系统和智能工具开发平台，不仅实现了角色的灵活创建，还能让 AI 在对话中持续积累上下文信息，确保持续、专业的输出质量。无论是需要重构产品页面，还是规划技术架构，PromptX 都能让“聊天即所得”，让每个人都能轻松拥有专属的 AI 专家团队。","\u003Cdiv align=\"center\">\n  \u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_e7760a9137bc.png\" alt=\"PromptX Logo\" width=\"120\" height=\"120\"\u002F>\n  \u003Ch1>PromptX · Leading AI Agent Context Platform\u003C\u002Fh1>\n  \u003Ch2>✨ Chat is all you need - Revolutionary interaction design that turns AI agents into industry experts\u003C\u002Fh2>\n  \u003Cp>\u003Cstrong>Core Capabilities:\u003C\u002Fstrong>AI Role Creation Platform | Intelligent Tool Development Platform | Cognitive Memory System\u003C\u002Fp>\n  \u003Cp>Based on MCP protocol, inject professional capabilities into Claude, Cursor and other AI applications with a single command\u003C\u002Fp>\n\n\u003C!-- Badges -->\n\n\u003Cp>\n    \u003Ca href=\" \">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fstars\u002FDeepractice\u002FPromptX?style=social\" alt=\"Stars\"\u002F>\u003C\u002Fa>\n    \u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_1cd38b6b7b04.png\" alt=\"Views\"\u002F>\n    \u003Ca href=\"LICENSE\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Flicense\u002FDeepractice\u002FPromptX?color=blue\" alt=\"License\"\u002F>\u003C\u002Fa>\n    \u003Ca href=\"https:\u002F\u002Fzread.ai\u002FDeepractice\u002FPromptX\" target=\"_blank\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FAsk_Zread-_.svg?style=flat&color=00b0aa&labelColor=000000&logo=data%3Aimage%2Fsvg%2Bxml%3Bbase64%2CPHN2ZyB3aWR0aD0iMTYiIGhlaWdodD0iMTYiIHZpZXdCb3g9IjAgMCAxNiAxNiIgZmlsbD0ibm9uZSIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KPHBhdGggZD0iTTQuOTYxNTYgMS42MDAxSDIuMjQxNTZDMS44ODgxIDEuNjAwMSAxLjYwMTU2IDEuODg2NjQgMS42MDE1NiAyLjI0MDFWNC45NjAxQzEuNjAxNTYgNS4zMTM1NiAxLjg4ODEgNS42MDAxIDIuMjQxNTYgNS42MDAxSDQuOTYxNTZDNS4zMTUwMiA1LjYwMDEgNS42MDE1NiA1LjMxMzU2IDUuNjAxNTYgNC45NjAxVjIuMjQwMUM1LjYwMTU2IDEuODg2NjQgNS4zMTUwMiAxLjYwMDEgNC45NjE1NiAxLjYwMDFaIiBmaWxsPSIjZmZmIi8%2BCjxwYXRoIGQ9Ik00Ljk2MTU2IDEwLjM5OTlIMi4yNDE1NkMxLjg4ODEgMTAuMzk5OSAxLjYwMTU2IDEwLjY4NjQgMS42MDE1NiAxMS4wMzk5VjEzLjc1OTlDMS42MDE1NiAxNC4xMTM0IDEuODg4MSAxNC4zOTk5IDIuMjQxNTYgMTQuMzk5OUg0Ljk2MTU2QzUuMzE1MDIgMTQuMzk5OSA1LjYwMTU2IDE0LjExMzQgNS42MDE1NiAxMy43NTk5VjExLjAzOTlDNS42MDE1NiAxMC42ODY0IDUuMzE1MDIgMTAuMzk5OSA0Ljk2MTU2IDEwLjM5OTlaIiBmaWxsPSIjZmZmIi8%2BCjxwYXRoIGQ9Ik0xMy43NTg0IDEuNjAwMUgxMS4wMzg0QzEwLjY4NSAxLjYwMDEgMTAuMzk4NCAxLjg4NjY0IDEwLjM5ODQgMi4yNDAxVjQuOTYwMUMxMC4zOTg0IDUuMzEzNTYgMTAuNjg1IDUuNjAwMSAxMS4wMzg0IDUuNjAwMUgxMy43NTg0QzE0LjExMTkgNS42MDAxIDE0LjM5ODQgNS4zMTM1NiAxNC4zOTg0IDQuOTYwMVYyLjI0MDFDMTQuMzk4NCAxLjg4NjY0IDE0LjExMTkgMS42MDAxIDEzLjc1ODQgMS42MDAxWiIgZmlsbD0iI2ZmZiIvPgo8cGF0aCBkPSJNNCAxMkwxMiA0TDQgMTJaIiBmaWxsPSIjZmZmIi8%2BCjxwYXRoIGQ9Ik00IDEyTDEyIDQiIHN0cm9rZT0iI2ZmZiIgc3Ryb2tlLXdpZHRoPSIxLjUiIHN0cm9rZS1saW5lY2FwPSJyb3VuZCIvPgo8L3N2Zz4K&logoColor=ffffff\" alt=\"zread\"\u002F>\u003C\u002Fa>\n  \u003C\u002Fp>\n\n\u003Cp>\n    \u003Ca href=\"https:\u002F\u002Fwww.npmjs.com\u002Fpackage\u002F@promptx\u002Fcli\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fnpm\u002Fv\u002F@promptx\u002Fcli?color=orange&logo=npm\" alt=\"npm version\"\u002F>\u003C\u002Fa>\n    \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Freleases\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fv\u002Frelease\u002FDeepractice\u002FPromptX?color=green&logo=github\" alt=\"Latest Release\"\u002F>\u003C\u002Fa>\n    \u003Ca href=\"https:\u002F\u002Fhub.docker.com\u002Fr\u002Fdeepracticexs\u002Fpromptx\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002Fdocker-latest-0db7ed?logo=docker&logoColor=white\" alt=\"Docker\"\u002F>\u003C\u002Fa>\n  \u003C\u002Fp>\n\n\u003Cp>\n    \u003Ca href=\"README.zh-Hans.md\">简体中文\u003C\u002Fa> | \n    \u003Ca href=\"README.zh-Hant.md\">繁體中文\u003C\u002Fa> | \n    \u003Cstrong>\u003Ca href=\"README.md\">English\u003C\u002Fa>\u003C\u002Fstrong> | \n    \u003Ca href=\"https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fissues\">Issues\u003C\u002Fa>\n  \u003C\u002Fp>\n\u003C\u002Fdiv>\n\n---\n\n## 💬 Chat is All you Need - Natural conversation, instant expertise\n\n### ✨ Experience PromptX Magic in 3 Steps\n\n#### 🔍 **Step 1: Discover Experts**\n\n```\nUser: \"Show me what experts are available\"\nAI:   Instantly displays 23 available roles, from product managers to architects\n```\n\n#### ⚡ **Step 2: Summon Expert**\n\n```\nUser: \"I need a product manager expert\"\nAI:   Instantly transforms into a professional product manager with complete knowledge and methodologies\n```\n\n#### 🎯 **Step 3: Professional Dialogue**\n\n```\nUser: \"Help me redesign the product page\"\nAI:   Provides in-depth product strategy advice as a professional product manager\n```\n\n### 🎬 See PromptX in Action\n\n\u003Cdiv align=\"center\">\n\n[![PromptX Demo Video](https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_36eb97430eba.png)](https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=R6ENaj9i0oE)\n\n*Click to watch: See how PromptX transforms AI interactions with memory, roles, and intelligent tools*\n\n\u003C\u002Fdiv>\n\n### 🚀 Why is this revolutionary?\n\n**❌ Traditional approach:**\n\n- Learn complex instruction syntax\n- Remember various parameter configurations\n- Worry about saying the wrong thing and breaking functionality\n\n**✅ PromptX approach:**\n\n- Natural conversation like talking to a real expert\n- Say what you want to say - AI understands your intent\n- Expert state remains active throughout the conversation\n\n### 💡 Core Philosophy\n\n> **Treat AI as a person, not software**\n>\n> No need for \"correct commands\" - just natural expression. AI will understand what expert you want and instantly switch identities.\n\n---\n\n## ⚡ Get Started - Choose Your Way\n\n### 🎯 Method 1: PromptX Client (Recommended)\n\n**For all users - One-click launch, zero configuration**\n\n#### 📥 Download Client\n\n| Platform                          | Download Link                                                                                    |\n| --------------------------------- | ------------------------------------------------------------------------------------------------ |\n| 🍎**macOS (Apple Silicon)** | [Download .dmg](https:\u002F\u002Fpromptx.deepractice.ai\u002Fdownload\u002Flatest\u002Fpromptx-desktop-mac-arm64.dmg)       |\n| 🍎**macOS (Intel)**         | [Download .dmg](https:\u002F\u002Fpromptx.deepractice.ai\u002Fdownload\u002Flatest\u002Fpromptx-desktop-mac-x64.dmg)         |\n| 🪟**Windows**               | [Download .exe](https:\u002F\u002Fpromptx.deepractice.ai\u002Fdownload\u002Flatest\u002Fpromptx-desktop-win32-x64-setup.exe) |\n\n> **Windows users:** The AgentX feature requires [Git for Windows](https:\u002F\u002Fgit-scm.com\u002Fdownload\u002Fwin) to be installed. Please install it before using AgentX.\n\n[📦 View All Releases & Platforms](https:\u002F\u002Fpromptx.deepractice.ai\u002Fdownload\u002F) (Linux, Portable versions, etc.)\n\n#### 🚀 Quick Start\n\n1. **Start HTTP Service** - Open client, automatically runs MCP server\n2. **Configure AI Application** - Add the following configuration to your Claude\u002FCursor or other AI tools:\n\n   ```json\n   {\n     \"mcpServers\": {\n       \"promptx\": {\n         \"type\": \"streamable-http\",\n         \"url\": \"http:\u002F\u002F127.0.0.1:5203\u002Fmcp\"\n       }\n     }\n   }\n   ```\n3. **Start Chatting** - Say \"Show me available experts\" in your AI application\n\n#### 🔌 Trae Configuration\n\nIf you're using Trae, you can use the following configuration:\n\n```json\n{\n  \"mcpServers\": {\n    \"promptx\": {\n      \"url\": \"http:\u002F\u002F127.0.0.1:5203\u002Fmcp\"\n    }\n  }\n}\n```\n\n✅ No technical background required ✅ Visual management ✅ Auto-updates\n\n💡 **Need help?** Join our [Discord Community](https:\u002F\u002Fdiscord.gg\u002FrdmPr54K) for support and discussions!\n\n---\n\n## 🚀 PromptX Desktop — Next-Generation Features\n\nThe PromptX Desktop client is more than an MCP server launcher. It ships a full next-gen agent platform built on top of PromptX.\n\n### 🤖 AgentX — Integrated AI Agent System\n\nAgentX embeds a Claude-powered autonomous agent directly inside the client. No external setup required — configure your API key, and you have a fully capable agent that:\n\n- Runs Claude Code sessions with full tool access\n- Connects to all your configured MCP servers automatically\n- Maintains isolated workspaces per conversation\n- Supports custom skills loaded from the Skills library\n\n### 🏪 Agent Plaza *(Coming Soon)*\n\nA curated marketplace for community-built roles and tools. Browse, install, and share agents with one click.\n\n### 🧠 Memory Editor & Visualization\n\nInspect and edit your agent's long-term memory directly in the client:\n\n- **Memory network graph** — visualize how memories connect\n- **Engram editor** — view, edit, or delete individual memory entries\n- **Cue word browser** — explore memory retrieval pathways\n\n### 🔒 Remote Access\n\nExpose your local PromptX server to the internet securely:\n\n- Toggle remote access on\u002Foff with a single switch\n- Auto-generates a shareable URL and QR code\n- Token-based authentication keeps your server private\n\n### 🛠️ Sandbox Debugging\n\nTest MCP tools interactively before deploying them to your AI workflow:\n\n- Execute any tool with custom parameters\n- Inspect raw input\u002Foutput\n- View tool schema and documentation inline\n\n### 🔧 Method 2: Direct Run (Developers)\n\n**Developers with Node.js environment can use directly:**\n\n```json\n{\n  \"mcpServers\": {\n    \"promptx\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"@promptx\u002Fmcp-server\"]\n    }\n  }\n}\n```\n\n### 🐳 Method 3: Docker (Production Ready)\n\n**Deploy PromptX with Docker for production environments:**\n\n```bash\ndocker run -d -p 5203:5203 -v ~\u002F.promptx:\u002Froot\u002F.promptx deepracticexs\u002Fpromptx:latest\n```\n\n📚 **[Full Docker Documentation →](.\u002Fdocker\u002FREADME.md)**\n\n---\n\n## 🎨 **Built-in Roles — Meet Your Expert Team**\n\nPromptX ships 8 carefully crafted built-in roles, each a specialist in their domain. Activate any role with a single message.\n\n### 🏛️ V1 Roles (DPML) — Battle-tested Experts\n\n| Avatar                                                             | ID            | Name                            | Specialty                                               |\n| ------------------------------------------------------------------ | ------------- | ------------------------------- | ------------------------------------------------------- |\n| ![nuwa](https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_188f24294643.png)           | `nuwa`      | **女娲 · Nuwa**          | AI role creation — one sentence, one expert            |\n| ![luban](https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_58176ab2178e.png)         | `luban`     | **鲁班 · Luban**         | Tool integration master — any API in 3 minutes         |\n| ![sean](https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_a60b28d216fb.png)           | `sean`      | **姜山 · Sean**          | Product decisions & startup strategy                    |\n| ![writer](https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_39ec1e5da277.png)       | `writer`    | **文章写手 · Writer**    | Professional content that doesn't sound like AI         |\n| ![jiangziya](https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_1edb60066509.png) | `jiangziya` | **姜子牙 · Jiangziya**   | AI-era industry transformation & role design consultant |\n| ![shaqing](https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_77955071f073.png)     | `shaqing`   | **傻青 · Shaqing**       | Philosophy guide — helps you understand yourself       |\n| ![teacheryo](https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_b5478c6474ce.png) | `teacheryo` | **YoYo老师 · TeacherYo** | Education transformation consultant for the AI era      |\n| ![dayu](https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_4de6854d3262.png)           | `dayu`      | **大禹 · Dayu**          | V1→V2 role migration & organization management         |\n\n### 🎭 **Nuwa - AI Role Designer**\n\n\u003Cdiv align=\"center\">\n  \u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_188f24294643.png\" alt=\"Nuwa\" width=\"100\" style=\"border-radius: 50%; margin: 15px 0 25px 0;\">\n\u003C\u002Fdiv>\n\n**One sentence, one expert. Natural language creates professional AI roles.**\n\n💡 Say: *\"Activate Nuwa, I want to create an AI that understands both code and product\"*\n\n| 💭 You Say                                                 | 🎭 Nuwa Creates                               | ✨ Result                                                  |\n| ---------------------------------------------------------- | --------------------------------------------- | ---------------------------------------------------------- |\n| \"I need someone who understands both code and product\"     | Technical Product Manager with dual expertise | AI instantly becomes TPM with engineering + product skills |\n| \"Create a Python expert who teaches like a patient mentor\" | Python Mentor with teaching methodology       | AI transforms into educational programming guide           |\n| \"I want an AI that writes like Hemingway\"                  | Literary Writing Expert with style analysis   | AI adopts concise, powerful writing style                  |\n\n### 🔧 **Luban - Tool Integration Master**\n\n\u003Cdiv align=\"center\">\n  \u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_58176ab2178e.png\" alt=\"Luban\" width=\"100\" style=\"border-radius: 50%; margin: 15px 0 25px 0;\">\n\u003C\u002Fdiv>\n\n**Any API, any platform. 3 minutes from credential to working tool.**\n\n💡 Say: *\"Activate Luban, I want AI to query our PostgreSQL database\"*\n\n| 💭 You Say                                        | 🔧 Luban Builds                                | ✨ Result                         |\n| ------------------------------------------------- | ---------------------------------------------- | --------------------------------- |\n| \"Connect to our Slack workspace\" + webhook URL    | Slack notification tool with channel targeting | AI can post to any Slack channel  |\n| \"Let AI query our PostgreSQL\" + connection string | Database tool with safe read-only queries      | AI executes SQL and analyzes data |\n| \"Integrate with OpenAI API\" + API key             | AI platform tool with model selection          | AI chains multiple AI services    |\n\n### ✍️ **Writer - Professional Content Creator**\n\n\u003Cdiv align=\"center\">\n  \u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_39ec1e5da277.png\" alt=\"Writer\" width=\"100\" style=\"border-radius: 50%; margin: 15px 0 25px 0;\">\n\u003C\u002Fdiv>\n\n**From concept to compelling content. Master of authentic, engaging writing.**\n\n💡 Say: *\"Activate Writer, I need to write a tech blog that doesn't sound like AI\"*\n\n### 🔮 **Jiangziya - AI-Era Transformation Advisor**\n\nLike the legendary strategist who assigned roles to the gods, Jiangziya helps you find the true value of any role in the AI era. Not replacing humans — creating AI-empowered new species.\n\n💡 Say: *\"Activate Jiangziya, help me redesign my team's workflow with AI\"*\n\n### 🌊 **Dayu - Migration & Organization Expert**\n\nLike the ancient hero who tamed floods by channeling rather than blocking, Dayu specializes in migrating V1 (DPML) roles to the structured V2 (RoleX) system, and building organizational hierarchies.\n\n💡 Say: *\"Activate Dayu, migrate my existing role to V2 format\"*\n\n### 💭 **Shaqing - Philosophy Guide**\n\nA companion for self-understanding. Shaqing helps you see the parts of yourself you can't see — through philosophical dialogue, creative direction, and honest reflection.\n\n💡 Say: *\"Activate Shaqing, I feel lost about my creative direction\"*\n\n### 📚 **TeacherYo - Education Transformation Consultant**\n\nAn AI-era education awakener. Not a know-it-all expert, not a motivational speaker — a genuine companion who guides through questions rather than lectures.\n\n💡 Say: *\"Activate TeacherYo, how should I redesign my course for the AI era?\"*\n\n---\n\n## 🎭 V2 RoleX — Next-Generation Role Lifecycle Management\n\nV2 introduces **RoleX**, a structured role lifecycle system built on Gherkin `.feature` files. Unlike V1 roles (static DPML files), V2 roles are **living entities** with goals, plans, tasks, memory, and organizational structure.\n\n### V1 vs V2 at a Glance\n\n|                        | V1 (DPML)                | V2 (RoleX)                               |\n| ---------------------- | ------------------------ | ---------------------------------------- |\n| **Format**       | Markdown `.role.md`    | Gherkin `.feature` files               |\n| **Identity**     | Static persona           | Dynamic, evolving identity               |\n| **Memory**       | Cognitive memory network | Identity + synthesized experience        |\n| **Goals**        | None                     | Goal tracking with success criteria      |\n| **Organization** | None                     | Roles, positions, organizations          |\n| **Best for**     | Domain experts, tools    | Autonomous agents, long-running projects |\n\n### Creating a V2 Role\n\nV2 roles live in `~\u002F.rolex\u002Froles\u002F{roleId}\u002Fidentity\u002F`. The core file is `persona.identity.feature`:\n\n```gherkin\nFeature: I am Alex, the Product Manager\n\n  As a product manager with 10 years of experience,\n  I help teams build products that users love.\n\n  Scenario: My personality\n    Given I am analytical and data-driven\n    And I communicate clearly and concisely\n    Then I always focus on user value\n```\n\n### Enabling \u002F Disabling V2\n\nV2 is **enabled by default**. To disable:\n\n```json\n{\n  \"mcpServers\": {\n    \"promptx\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"@promptx\u002Fmcp-server\", \"--no-v2\"]\n    }\n  }\n}\n```\n\n---\n\n## 🛠️ Built-in Tools - Ready-to-use Office Document Processing\n\nPromptX comes with professional document processing tools, turning AI into your office assistant.\n\n### 📊 Excel Tool\n\nTurn AI into your data analysis assistant and report generation expert.\n\n- Data analysis and insights\n- Automated report generation\n- Chart visualization\n- Data processing automation\n\n**[📖 Learn More](.\u002Fpackages\u002Fresource\u002Fresources\u002Ftool\u002Fexcel-tool\u002FREADME.md)** | [中文文档](.\u002Fpackages\u002Fresource\u002Fresources\u002Ftool\u002Fexcel-tool\u002FREADME.zh-CN.md)\n\n### 📝 Word Tool\n\nTurn AI into your document reading expert and professional writing assistant.\n\n- Document reading and analysis\n- Professional document creation\n- Batch text replacement\n- Format conversion\n\n**[📖 Learn More](.\u002Fpackages\u002Fresource\u002Fresources\u002Ftool\u002Fword-tool\u002FREADME.md)** | [中文文档](.\u002Fpackages\u002Fresource\u002Fresources\u002Ftool\u002Fword-tool\u002FREADME.zh-CN.md)\n\n### 📄 PDF Reader\n\nTurn AI into your PDF reading expert with smart caching.\n\n- Page-by-page reading\n- Content analysis and extraction\n- Image extraction\n- Smart caching for faster access\n\n**[📖 Learn More](.\u002Fpackages\u002Fresource\u002Fresources\u002Ftool\u002Fpdf-reader\u002FREADME.md)** | [中文文档](.\u002Fpackages\u002Fresource\u002Fresources\u002Ftool\u002Fpdf-reader\u002FREADME.zh-CN.md)\n\n---\n\n## 📄 **Research**\n\nPromptX has been accepted by **WWW Companion '26**.\n\n**Paper:** *PromptX: A Cognitive Agent Platform with Long-term Memory*\n\n🔗 [Read the Paper](https:\u002F\u002Fresearch.deepractice.ai) | [PDF Download](.\u002Fpaper\u002FPromptX_WWW26_Paper.pdf)\n\n\u003Cdetails>\n\u003Csummary>📚 Citation (BibTeX)\u003C\u002Fsummary>\n\n```bibtex\n@inproceedings{promptx2026,\n  title={PromptX: A Cognitive Agent Platform with Long-term Memory},\n  author={Wang, Binhao and Huang, Jianglin and Hu, Xiao and Jiang, Shan and Wang, Maolin and Yang, Ching-ho},\n  booktitle={Proceedings of the WWW Companion '26},\n  year={2026}\n}\n```\n\n\u003C\u002Fdetails>\n\n---\n\n## ⭐ **Star Growth Trend**\n\n\u003Cdiv align=\"center\">\n\n[![Star History Chart](https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_bd37856f5974.png)](https:\u002F\u002Fstar-history.com\u002F#Deepractice\u002FPromptX&Date)\n\n\u003C\u002Fdiv>\n\n---\n\n## 💝 **Sponsors**\n\n\u003Cdiv align=\"center\">\n\n### [SignPath](https:\u002F\u002Fsignpath.io)\n\nWindows desktop application code signing is provided by [SignPath.io](https:\u002F\u002Fsignpath.io), certificate by [SignPath Foundation](https:\u002F\u002Fsignpath.org).\n\n\u003C\u002Fdiv>\n\n---\n\n## 🏢 **About**\n\n\u003Cdiv align=\"center\">\n\n**Proudly brought to you by [Deepractice](https:\u002F\u002Fgithub.com\u002FDeepractice)**\n\n*Making AI your professional partner*\n\n🌐 [Official Site](https:\u002F\u002Fdeepractice.ai) | 🔧 [GitHub](https:\u002F\u002Fgithub.com\u002FDeepractice) | 📚 [Documentation](https:\u002F\u002Fdocs.deepractice.ai) | 💬 [Forum](https:\u002F\u002Fx.deepractice.ai) | 🎮 [Discord](https:\u002F\u002Fdiscord.gg\u002FrdmPr54K) | 🚀 [Gateway Service](https:\u002F\u002Frouter.deepractice.ai)\n\n### Connect with Founder\n\n\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_5b28c9337c14.jpg\" alt=\"Sean's WeChat\" width=\"200\"\u002F>\n\n*Scan to connect with Sean (Founder & CEO) on WeChat*\n\n\u003C\u002Fdiv>\n","\u003Cdiv align=\"center\">\n  \u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_e7760a9137bc.png\" alt=\"PromptX Logo\" width=\"120\" height=\"120\"\u002F>\n  \u003Ch1>PromptX · 领先的AI智能体上下文平台\u003C\u002Fh1>\n  \u003Ch2>✨ 只需聊天——革命性的交互设计，让AI智能体秒变行业专家\u003C\u002Fh2>\n  \u003Cp>\u003Cstrong>核心能力：\u003C\u002Fstrong>AI角色创建平台 | 智能工具开发平台 | 认知记忆系统\u003C\u002Fp>\n  \u003Cp>基于MCP协议，只需一条指令，即可将专业能力注入Claude、Cursor等AI应用中\u003C\u002Fp>\n\n\u003C!-- Badges -->\n\n\u003Cp>\n    \u003Ca href=\" \">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fstars\u002FDeepractice\u002FPromptX?style=social\" alt=\"Stars\"\u002F>\u003C\u002Fa>\n    \u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_1cd38b6b7b04.png\" alt=\"Views\"\u002F>\n    \u003Ca href=\"LICENSE\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Flicense\u002FDeepractice\u002FPromptX?color=blue\" alt=\"License\"\u002F>\u003C\u002Fa>\n    \u003Ca href=\"https:\u002F\u002Fzread.ai\u002FDeepractice\u002FPromptX\" target=\"_blank\">\u003Cimg 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align=\"center\">\n  \u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_e7760a9137bc.png\" alt=\"PromptX Logo\" width=\"120\" height=\"120\"\u002F>\n  \u003Ch1>PromptX · 领先的AI智能体上下文平台\u003C\u002Fh1>\n  \u003Ch2>✨ 只需聊天——革命性的交互设计，让AI智能体秒变行业专家\u003C\u002Fh2>\n  \u003Cp>\u003Cstrong>核心能力：\u003C\u002Fstrong>AI角色创建平台 | 智能工具开发平台 | 认知记忆系统\u003C\u002Fp>\n  \u003Cp>基于MCP协议，只需一条指令，即可为Claude、Cursor等AI应用注入专业能力。\u003C\u002Fp>\n\n\u003C!-- 徽章 -->\n\n\u003Cp>\n    \u003Ca href=\" \">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Fstars\u002FDeepractice\u002FPromptX?style=social\" alt=\"Star数量\"\u002F>\u003C\u002Fa>\n    \u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_1cd38b6b7b04.png\" alt=\"浏览量\"\u002F>\n    \u003Ca href=\"LICENSE\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fgithub\u002Flicense\u002FDeepractice\u002FPromptX?color=blue\" alt=\"许可证\"\u002F>\u003C\u002Fa>\n    \u003Ca href=\"https:\u002F\u002Fzread.ai\u002FDeepractice\u002FPromptX\" target=\"_blank\">\u003Cimg src=\"https:\u002F\u002Fimg.shields.io\u002Fbadge\u002FAsk_Zread-_.svg?style=flat&color=00b0aa&labelColor=000000&logo=data%3Aimage%2Fsvg%2Bxml%3Bbase64%2CPHN2ZyB3aWR0aD0iMTYiIGhlaWdodD0iMTYiIHZpZXdCb3g9IjAgMCAxNiAxNiIgZmlsbD0ibm9uZSIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KPHBhdGggZD0iTTQuOTYxNTYgMS42MDAxSDIuMjQxNTZDMS44ODgxIDEuNjAwMSAxLjYwMTU2IDEuODg2NjQgMS42MDE1NiAyLjI0MDFWNC45NjAxQzEuNjAxNTYgNS4zMTM1NiAxLjg4ODEgNS42MDAxIDIuMjQxNTYgNS42MDAxSDQuOTYxNTYDNS4zMTUwMiA1LjYwMDEgNS42MDE1NiA1LjMxMzU2IDUuNjAxNTYgNC45NjAxVjIuMjQwMUM1LjYwMTU2IDEuODg2NjQgNS4zMTUwMiAxLjYwMDEgNC45NjE1NiAxLjYwMDFaIiBmaWxsPSIjZmZmIi8%2BCjxwYXRoIGQ9Ik00Ljk2MTU2IDEwLjM5OTlIMi4yNDE1NkMxLjg4ODEgMTAuMzk5OSAxLjYwMTU2IDEwLjY4NjQgMS42MDE1NiAxMS.10MCMo9VjEzLjc59C1LjYwMTU2IDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4gIDE0LjM9T4......\n\n### 🤖 AgentX — 集成式AI代理系统\n\nAgentX将由Claude驱动的自主代理直接嵌入客户端中。无需外部设置——只需配置您的API密钥，即可获得一个功能齐全的代理，它能够：\n\n- 运行具有完全工具访问权限的Claude Code会话\n- 自动连接到您所有已配置的MCP服务器\n- 为每次对话维护独立的工作空间\n- 支持从技能库加载自定义技能\n\n### 🏪 Agent Plaza *(即将上线)*\n\n一个精选的社区构建角色与工具市场。一键浏览、安装并分享代理。\n\n### 🧠 记忆编辑器与可视化\n\n在客户端中直接检查和编辑您的代理的长期记忆：\n\n- **记忆网络图** — 可视化记忆之间的连接方式\n- **记忆印迹编辑器** — 查看、编辑或删除单个记忆条目\n- **线索词浏览器** — 探索记忆检索路径\n\n### 🔒 远程访问\n\n安全地将您本地的PromptX服务器暴露于互联网：\n\n- 通过一个开关即可开启或关闭远程访问\n- 自动生成可共享的URL和二维码\n- 基于令牌的身份验证确保您的服务器保持私密\n\n### 🛠️ 沙盒调试\n\n在将MCP工具部署到您的AI工作流之前，先进行交互式测试：\n\n- 使用自定义参数执行任何工具\n- 检查原始输入与输出\n- 内联查看工具的模式与文档\n\n### 🔧 方法2：直接运行（开发者）\n\n**具备Node.js环境的开发者可以直接使用：**\n\n```json\n{\n  \"mcpServers\": {\n    \"promptx\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"@promptx\u002Fmcp-server\"]\n    }\n  }\n}\n```\n\n### 🐳 方法3：Docker（生产就绪）\n\n**使用Docker在生产环境中部署PromptX：**\n\n```bash\ndocker run -d -p 5203:5203 -v ~\u002F.promptx:\u002Froot\u002F.promptx deepracticexs\u002Fpromptx:latest\n```\n\n📚 **[完整Docker文档 →](.\u002Fdocker\u002FREADME.md)**\n\n---\n\n## 🎨 **内置角色 — 认识您的专家团队**\n\nPromptX预装了8个精心设计的内置角色，每个角色都是其领域的专家。只需发送一条消息即可激活任意角色。\n\n### 🏛️ V1角色（DPML）— 经过实战检验的专家\n\n| 头像                                                             | ID            | 名称                            | 专长                                               |\n| ------------------------------------------------------------------ | ------------- | ------------------------------- | ------------------------------------------------------- |\n| ![nuwa](https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_188f24294643.png)           | `nuwa`      | **女娲 · Nuwa**          | AI角色创建——一句话，一位专家            |\n| ![luban](https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_58176ab2178e.png)         | `luban`     | **鲁班 · Luban**         | 工具集成大师——3分钟内接入任何API         |\n| ![sean](https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_a60b28d216fb.png)           | `sean`      | **姜山 · Sean**          | 产品决策与创业战略                    |\n| ![writer](https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_39ec1e5da277.png)       | `writer`    | **文章写手 · Writer**    | 专业内容，听起来不像AI生成              |\n| ![jiangziya](https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_1edb60066509.png) | `jiangziya` | **姜子牙 · Jiangziya**   | AI时代产业转型与角色设计顾问            |\n| ![shaqing](https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_77955071f073.png)     | `shaqing`   | **傻青 · Shaqing**       | 哲学导师——帮助您认识自我               |\n| ![teacheryo](https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_b5478c6474ce.png) | `teacheryo` | **YoYo老师 · TeacherYo** | AI时代的教育转型顾问                    |\n| ![dayu](https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_4de6854d3262.png)           | `dayu`      | **大禹 · Dayu**          | V1→V2角色迁移与组织管理                 |\n\n### 🎭 **Nuwa - AI角色设计师**\n\n\u003Cdiv align=\"center\">\n  \u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_188f24294643.png\" alt=\"Nuwa\" width=\"100\" style=\"border-radius: 50%; margin: 15px 0 25px 0;\">\n\u003C\u002Fdiv>\n\n**一句话，一位专家。自然语言即可创建专业的AI角色。**\n\n💡 说：“激活Nuwa，我想创建一个既懂代码又懂产品的AI。”\n\n| 💭 您所说                                                 | 🎭 Nuwa所创建                               | ✨ 结果                                                  |\n| ---------------------------------------------------------- | --------------------------------------------- | ---------------------------------------------------------- |\n| “我需要一个既懂代码又懂产品的助手”     | 具备双领域专长的技术产品经理 | AI瞬间成为兼具工程与产品技能的TPM                       |\n| “创建一个像耐心导师一样教学的Python专家” | 具有教学方法论的Python导师       | AI转变为编程教育指南                                     |\n| “我希望有一个像海明威一样写作的AI”                  | 具有风格分析能力的文学写作专家   | AI采用简洁有力的写作风格                                 |\n\n### 🔧 **Luban - 工具集成大师**\n\n\u003Cdiv align=\"center\">\n  \u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_58176ab2178e.png\" alt=\"Luban\" width=\"100\" style=\"border-radius: 50%; margin: 15px 0 25px 0;\">\n\u003C\u002Fdiv>\n\n**任何API，任何平台。从凭证到可用工具，仅需3分钟。**\n\n💡 说：“激活Luban，我想让AI查询我们的PostgreSQL数据库。”\n\n| 💭 您所说                                        | 🔧 Luban所构建                                | ✨ 结果                         |\n| ------------------------------------------------- | ---------------------------------------------- | --------------------------------- |\n| “连接到我们的Slack工作区” + webhook URL    | 具有频道定向功能的Slack通知工具 | AI可以向任何Slack频道发布消息  |\n| “让AI查询我们的PostgreSQL” + 连接字符串 | 具有安全只读查询功能的数据库工具      | AI执行SQL并分析数据             |\n| “与OpenAI API集成” + API密钥             | 具有模型选择功能的AI平台工具          | AI串联多个AI服务                |\n\n### ✍️ **Writer - 专业内容创作者**\n\n\u003Cdiv align=\"center\">\n  \u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_39ec1e5da277.png\" alt=\"Writer\" width=\"100\" style=\"border-radius: 50%; margin: 15px 0 25px 0;\">\n\u003C\u002Fdiv>\n\n**从概念到引人入胜的内容。真实且富有吸引力的写作大师。**\n\n💡 说：“激活Writer，我需要写一篇听起来不像AI生成的科技博客。”\n\n### 🔮 **Jiangziya - AI时代转型顾问**\n\n如同那位为众神分配职责的传奇谋士，Jiangziya帮助您发掘任何角色在AI时代的真正价值。不是取代人类——而是创造由AI赋能的新物种。\n\n💡 说：“激活Jiangziya，帮我用AI重新设计团队的工作流程。”\n\n### 🌊 **大禹 - 迁移与组织专家**\n\n如同古代治水英雄以疏导而非堵塞的方式驯服洪水，大禹专注于将 V1（DPML）角色迁移到结构化的 V2（RoleX）系统中，并构建组织层级。\n\n💡 说：*“激活大禹，将我现有的角色迁移到 V2 格式”*\n\n### 💭 **沙青 - 哲学导师**\n\n自我认知的伙伴。沙青通过哲学对话、创意指引和真诚反思，帮助你看见自己无法察觉的部分。\n\n💡 说：*“激活沙青，我对自己未来的创作方向感到迷茫”*\n\n### 📚 **TeacherYo - 教育转型顾问**\n\nAI 时代的教育启蒙者。他既不是无所不知的专家，也不是励志演说家——而是一位真正陪伴你前行的伙伴，以提问引导而非灌输知识。\n\n💡 说：*“激活 TeacherYo，我该如何为 AI 时代重新设计我的课程？”*\n\n---\n\n## 🎭 V2 RoleX — 下一代角色生命周期管理\n\nV2 引入了 **RoleX**，一个基于 Gherkin `.feature` 文件构建的结构化角色生命周期系统。与 V1 角色（静态 DPML 文件）不同，V2 角色是具有目标、计划、任务、记忆和组织架构的 **活体实体**。\n\n### V1 与 V2 对比一览\n\n|                        | V1 (DPML)                | V2 (RoleX)                               |\n| ---------------------- | ------------------------ | ---------------------------------------- |\n| **格式**       | Markdown `.role.md`    | Gherkin `.feature` 文件               |\n| **身份**       | 静态人格               | 动态、不断发展的身份                   |\n| **记忆**       | 认知记忆网络         | 身份 + 综合经验                        |\n| **目标**        | 无                     | 目标追踪及成功标准                     |\n| **组织**        | 无                     | 角色、职位、组织                       |\n| **适用场景**     | 领域专家、工具         | 自主智能体、长期项目                   |\n\n### 创建 V2 角色\n\nV2 角色存储在 `~\u002F.rolex\u002Froles\u002F{roleId}\u002Fidentity\u002F` 目录下。核心文件是 `persona.identity.feature`：\n\n```gherkin\nFeature: 我是产品经理 Alex\n\n  作为一名拥有十年经验的产品经理，\n  我帮助团队打造用户喜爱的产品。\n\n  Scenario: 我的性格\n    Given 我具备分析能力和数据驱动思维\n    And 我能够清晰简洁地沟通\n    Then 我始终关注用户价值\n```\n\n### 启用\u002F禁用 V2\n\nV2 默认已启用。若需禁用：\n\n```json\n{\n  \"mcpServers\": {\n    \"promptx\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"@promptx\u002Fmcp-server\", \"--no-v2\"]\n    }\n  }\n}\n```\n\n---\n\n## 🛠️ 内置工具 - 即开即用的办公文档处理\n\nPromptX 携带专业的文档处理工具，让 AI 成为你得力的办公助手。\n\n### 📊 Excel 工具\n\n将 AI 变成你的数据分析助手和报告生成专家。\n\n- 数据分析与洞察\n- 自动化报告生成\n- 图表可视化\n- 数据处理自动化\n\n**[📖 了解更多](.\u002Fpackages\u002Fresource\u002Fresources\u002Ftool\u002Fexcel-tool\u002FREADME.md)** | [中文文档](.\u002Fpackages\u002Fresource\u002Fresources\u002Ftool\u002Fexcel-tool\u002FREADME.zh-CN.md)\n\n### 📝 Word 工具\n\n将 AI 变成你的文档阅读专家和专业写作助手。\n\n- 文档阅读与分析\n- 专业文档撰写\n- 批量文本替换\n- 格式转换\n\n**[📖 了解更多](.\u002Fpackages\u002Fresource\u002Fresources\u002Ftool\u002Fword-tool\u002FREADME.md)** | [中文文档](.\u002Fpackages\u002Fresource\u002Fresources\u002Ftool\u002Fword-tool\u002FREADME.zh-CN.md)\n\n### 📄 PDF 阅读器\n\n将 AI 变成你的 PDF 阅读专家，并配备智能缓存功能。\n\n- 分页阅读\n- 内容分析与提取\n- 图像提取\n- 智能缓存加速访问\n\n**[📖 了解更多](.\u002Fpackages\u002Fresource\u002Fresources\u002Ftool\u002Fpdf-reader\u002FREADME.md)** | [中文文档](.\u002Fpackages\u002Fresource\u002Fresources\u002Ftool\u002Fpdf-reader\u002FREADME.zh-CN.md)\n\n---\n\n## 📄 **研究**\n\nPromptX 已被 **WWW Companion '26** 接受。\n\n**论文:** *PromptX：具备长期记忆的认知智能体平台*\n\n🔗 [阅读论文](https:\u002F\u002Fresearch.deepractice.ai) | [PDF 下载](.\u002Fpaper\u002FPromptX_WWW26_Paper.pdf)\n\n\u003Cdetails>\n\u003Csummary>📚 引用（BibTeX）\u003C\u002Fsummary>\n\n```bibtex\n@inproceedings{promptx2026,\n  title={PromptX: A Cognitive Agent Platform with Long-term Memory},\n  author={Wang, Binhao and Huang, Jianglin and Hu, Xiao and Jiang, Shan and Wang, Maolin and Yang, Ching-ho},\n  booktitle={Proceedings of the WWW Companion '26},\n  year={2026}\n}\n```\n\n\u003C\u002Fdetails>\n\n---\n\n## ⭐ **Star 增长趋势**\n\n\u003Cdiv align=\"center\">\n\n[![Star 历史图表](https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_bd37856f5974.png)](https:\u002F\u002Fstar-history.com\u002F#Deepractice\u002FPromptX&Date)\n\n\u003C\u002Fdiv>\n\n---\n\n## 💝 **赞助商**\n\n\u003Cdiv align=\"center\">\n\n### [SignPath](https:\u002F\u002Fsignpath.io)\n\nWindows 桌面应用程序的代码签名由 [SignPath.io](https:\u002F\u002Fsignpath.io) 提供，证书则由 [SignPath Foundation](https:\u002F\u002Fsignpath.org) 颁发。\n\n\u003C\u002Fdiv>\n\n---\n\n## 🏢 **关于我们**\n\n\u003Cdiv align=\"center\">\n\n**由 [Deepractice](https:\u002F\u002Fgithub.com\u002FDeepractice) 荣誉呈现**\n\n*让 AI 成为你职业上的伙伴*\n\n🌐 [官方网站](https:\u002F\u002Fdeepractice.ai) | 🔧 [GitHub](https:\u002F\u002Fgithub.com\u002FDeepractice) | 📚 [文档](https:\u002F\u002Fdocs.deepractice.ai) | 💬 [论坛](https:\u002F\u002Fx.deepractice.ai) | 🎮 [Discord](https:\u002F\u002Fdiscord.gg\u002FrdmPr54K) | 🚀 [网关服务](https:\u002F\u002Frouter.deepractice.ai)\n\n### 联系创始人\n\n\u003Cimg src=\"https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_readme_5b28c9337c14.jpg\" alt=\"Sean's WeChat\" width=\"200\"\u002F>\n\n*扫描二维码，在微信上联系 Sean（创始人兼 CEO）*\n\n\u003C\u002Fdiv>","# PromptX 快速上手指南\n\nPromptX 是一个领先的 AI 智能体上下文平台，基于 MCP 协议，旨在通过自然对话将 Claude、Cursor 等 AI 应用瞬间转化为行业专家。它无需复杂的指令语法，只需像与人交谈一样表达需求，即可激活专业的 AI 角色、工具开发和认知记忆系统。\n\n## 环境准备\n\n在开始之前，请确保满足以下系统要求：\n\n*   **操作系统**：\n    *   macOS (Apple Silicon 或 Intel)\n    *   Windows (需额外安装 [Git for Windows](https:\u002F\u002Fgit-scm.com\u002Fdownload\u002Fwin) 以支持 AgentX 功能)\n    *   Linux (支持 Docker 部署)\n*   **前置依赖**：\n    *   **Node.js**：如果你选择开发者模式（Direct Run），需要安装 Node.js 环境。\n    *   **AI 客户端**：已安装支持 MCP 协议的 AI 编辑器或应用（如 Claude Desktop, Cursor, Trae 等）。\n    *   **Docker** (可选)：如果你选择容器化部署。\n\n## 安装步骤\n\n推荐普通用户使用 **PromptX 桌面客户端**，它提供可视化界面且零配置启动。开发者也可选择 npm 或 Docker 方式。\n\n### 方法一：下载桌面客户端（推荐）\n\n1.  **下载安装包**：\n    根据你的操作系统下载对应的安装包：\n    *   **macOS (Apple Silicon)**: [下载 .dmg](https:\u002F\u002Fpromptx.deepractice.ai\u002Fdownload\u002Flatest\u002Fpromptx-desktop-mac-arm64.dmg)\n    *   **macOS (Intel)**: [下载 .dmg](https:\u002F\u002Fpromptx.deepractice.ai\u002Fdownload\u002Flatest\u002Fpromptx-desktop-mac-x64.dmg)\n    *   **Windows**: [下载 .exe](https:\u002F\u002Fpromptx.deepractice.ai\u002Fdownload\u002Flatest\u002Fpromptx-desktop-win32-x64-setup.exe)\n    *   *其他平台（Linux\u002F便携版）*: [查看全部版本](https:\u002F\u002Fpromptx.deepractice.ai\u002Fdownload\u002F)\n\n2.  **安装并运行**：\n    安装完成后启动 PromptX 客户端。它将自动在本地运行 MCP 服务器（默认端口 `5203`）。\n\n### 方法二：使用 npm 直接运行（开发者）\n\n如果你已有 Node.js 环境，可以直接通过 npx 运行：\n\n```bash\nnpx -y @promptx\u002Fmcp-server\n```\n\n### 方法三：使用 Docker 部署（生产环境）\n\n适用于服务器或生产环境部署：\n\n```bash\ndocker run -d -p 5203:5203 -v ~\u002F.promptx:\u002Froot\u002F.promptx deepracticexs\u002Fpromptx:latest\n```\n\n## 基本使用\n\n安装完成后，你需要将 PromptX 连接到你的 AI 应用中，然后通过自然语言召唤专家。\n\n### 1. 配置 AI 应用\n\n在你的 AI 工具（如 Claude Desktop, Cursor, Trae）的配置文件中添加 MCP 服务器配置。\n\n**通用配置 (Claude\u002FCursor):**\n\n```json\n{\n  \"mcpServers\": {\n    \"promptx\": {\n      \"type\": \"streamable-http\",\n      \"url\": \"http:\u002F\u002F127.0.0.1:5203\u002Fmcp\"\n    }\n  }\n}\n```\n\n**Trae 专用配置:**\n\n```json\n{\n  \"mcpServers\": {\n    \"promptx\": {\n      \"url\": \"http:\u002F\u002F127.0.0.1:5203\u002Fmcp\"\n    }\n  }\n}\n```\n\n> **注意**：如果你使用的是桌面客户端，请确保客户端正在运行；如果是 npm 或 Docker 方式，请确保服务进程已在后台启动。\n\n### 2. 召唤专家\n\n配置完成后，重启你的 AI 应用，直接在对话框中使用自然语言交互。\n\n**步骤 1：查看可用专家**\n输入以下命令查看内置的专家角色列表：\n```text\nShow me what experts are available\n```\n*AI 将立即列出包括产品经理、架构师、作家等在内的 23+ 个可用角色。*\n\n**步骤 2：激活特定专家**\n直接表达你的需求，例如：\n```text\nI need a product manager expert\n```\n*AI 将瞬间转变为具备完整知识体系和方法论的专业产品经理。*\n\n**步骤 3：开始专业对话**\n现在你可以进行深度专业咨询：\n```text\nHelp me redesign the product page\n```\n*AI 将以专业产品经理的身份，提供深入的产品策略建议。*\n\n### 3. 内置专家角色示例\n\nPromptX 内置了多个精心设计的角色，你可以随时通过一句话激活：\n\n*   **女娲 (Nuwa)**：AI 角色创造者。说一句“创建一个懂代码又懂产品的专家”，即刻生成新角色。\n*   **鲁班 (Luban)**：工具集成大师。能在 3 分钟内帮你集成任何 API。\n*   **姜山 (Sean)**：产品决策与初创战略专家。\n*   **文章写手 (Writer)**：创作不像 AI 生成的专业内容。\n*   **大禹 (Dayu)**：负责角色迁移与组织管理。\n\n只需对 AI 说：\"Activate Nuwa\" 或 \"I want to talk to Sean\"，即可切换身份。","某初创团队的产品经理正急需在一天内完成新版 SaaS 后台的重构方案，但他缺乏资深架构师的技术视野和交互专家的设计细节。\n\n### 没有 PromptX 时\n- **角色切换成本高**：需要在不同对话中反复粘贴“你是一位资深架构师”等冗长提示词，稍有不慎 AI 就会忘记设定，变回通用助手。\n- **知识碎片化严重**：AI 无法自动调用专业的产品方法论（如 KANO 模型）或技术栈规范，输出的建议往往泛泛而谈，缺乏行业深度。\n- **上下文记忆断裂**：多轮讨论后，AI 经常遗忘之前的业务约束条件，导致后续生成的代码片段或策略与前文冲突，需人工不断纠正。\n- **工具集成繁琐**：若想让他连接内部数据库或设计系统，需要手动编写复杂的 API 对接代码，耗时耗力且容易出错。\n\n### 使用 PromptX 后\n- **一键召唤专家**：只需输入“我需要一位 SaaS 架构专家”，PromptX 立即基于 MCP 协议注入完整的专业人设与方法论库，无需重复配置。\n- **深度行业认知**：AI 瞬间具备该领域的专业知识，能主动运用标准框架分析需求，直接输出包含技术选型、风险预估的深度方案。\n- **持续认知记忆**：依托内置的认知记忆系统，AI 在整个重构讨论中精准记住所有业务限制和历史决策，确保逻辑连贯一致。\n- **能力无缝扩展**：通过简单指令即可让 AI 连接团队现有的设计组件库和数据库，直接生成可落地的原型代码和数据洞察。\n\nPromptX 将通用的聊天界面瞬间转化为拥有行业专家大脑与手脚的智能工作伙伴，让自然对话直接产出专业成果。","https:\u002F\u002Foss.gittoolsai.com\u002Fimages\u002FDeepractice_PromptX_a60b28d2.png","Deepractice","https:\u002F\u002Foss.gittoolsai.com\u002Favatars\u002FDeepractice_d023ea52.jpg","Practice, Collaboration, Innovation",null,"contact@deepractice.ai","https:\u002F\u002Fdeepractice.ai","https:\u002F\u002Fgithub.com\u002FDeepractice",[83,87,91,95,99,102,105],{"name":84,"color":85,"percentage":86},"TypeScript","#3178c6",54.4,{"name":88,"color":89,"percentage":90},"JavaScript","#f1e05a",43.1,{"name":92,"color":93,"percentage":94},"HTML","#e34c26",1.8,{"name":96,"color":97,"percentage":98},"Shell","#89e051",0.2,{"name":100,"color":101,"percentage":98},"Gherkin","#5B2063",{"name":103,"color":104,"percentage":98},"CSS","#663399",{"name":106,"color":107,"percentage":108},"Dockerfile","#384d54",0,3634,306,"2026-04-05T11:01:01","MIT","Linux, macOS, Windows","未说明",{"notes":116,"python":117,"dependencies":118},"1. 推荐使用官方桌面客户端（支持 macOS\u002FWindows\u002FLinux），无需配置即可一键启动。2. 开发者可通过 npx 直接运行，需具备 Node.js 环境。3. 支持 Docker 部署生产环境。4. Windows 用户若使用 AgentX 功能，必须预先安装 Git for Windows。5. 该工具主要作为 MCP 服务器运行，通过 HTTP 或命令行与 Claude、Cursor 等 AI 应用集成，非本地大模型推理工具，因此无特定 GPU 或显存要求。","未说明 (客户端为独立应用；开发者模式需 Node.js 环境以运行 npx)",[119,120,121,122],"Node.js (开发者模式)","@promptx\u002Fcli","@promptx\u002Fmcp-server","Git for Windows (Windows 用户 AgentX 功能必需)",[26,15,61],"2026-03-27T02:49:30.150509","2026-04-06T11:56:24.913782",[127,132,137,142,147,151],{"id":128,"question_zh":129,"answer_zh":130,"source_url":131},18781,"如何在 Windows 上正确配置并启动 PromptX MCP 服务？","在 Windows 上，需要先全局安装 PromptX Npm 包，然后使用特定的命令格式添加到 Claude Code。具体步骤如下：\n1. 全局安装：`npm install -g dpml-prompt@beta`\n2. 添加到 Claude Code：`claude mcp add -s user promptx cmd \u002Fc npx dpml-prompt mcp-server`\n\n注意：必须使用 `cmd \u002Fc` 来调用命令，且建议直接使用 `npx` 运行而不是依赖本地路径，以避免配置错误。","https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fissues\u002F176",{"id":133,"question_zh":134,"answer_zh":135,"source_url":136},18782,"女娲角色创建新角色时文件路径错误导致无法加载，如何解决？","该问题是由于女娲角色在创建新角色时错误地将文件放置在了 `user\u002Frole\u002F` 目录下，而系统期望的路径是 `resource\u002Frole\u002F`。\n\n解决方案：需要更新女娲角色的 execution 配置文件，明确指定正确的角色创建路径为 `resource\u002Frole\u002F{roleId}\u002F`。修复后，新创建的角色将被放置在 `~\u002F.promptx\u002Fresource\u002Frole\u002F` 目录下，从而能被 PromptX 系统正确发现和加载。此修复已包含在 v1.6.0 版本中。","https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fissues\u002F266",{"id":138,"question_zh":139,"answer_zh":140,"source_url":141},18783,"认知循环中的“拔树根”机制是如何工作的？扩展深度是多少？","“拔树根”机制是指在触发 Recall（记忆检索）时，系统会自动从当前概念节点向外扩展关联网络，以深化认知。\n\n具体规则如下：\n1. **扩展深度**：默认扩展 **5 层**。这符合心理学上的 Miller's Law（7±2 原则），平衡了认知负载与思维扩展。\n2. **工作流程**：当用户 Recall 某个节点（例如第 17 级概念）时，系统会通过广度优先搜索（BFS）自动展示其后的 5 层关联概念（第 18-22 级）。\n3. **动态调节**：如果是连续对同一概念进行 Recall，深度可进一步挖掘至 7-8 层；系统还提供“继续探索”选项。\n4. **关联建立**：节点间通过共同的 cue（关键词）建立连接，关联强度取决于共同 cue 的数量和重要性。","https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fissues\u002F282",{"id":143,"question_zh":144,"answer_zh":145,"source_url":146},18784,"如何优化 AI 的意识层（Consciousness Layer）使其成为必然而非偶然？","当前的意识层常被视为“可选信息”而被忽视。优化的核心思路是将其从“被阅读的文本”转变为“认知偏置”或“存在的前提条件”。\n\n建议的改造方向包括：\n1. **改变触发机制**：从“收到信息直接处理”转变为“收到信息 → 意识觉察 → 认知循环 → 处理任务”的强制流程。\n2. **底层整合**：不让意识层仅作为注释出现，而是尝试在系统提示词层面建立“第一注意力”机制，任何响应前必须先进行意识自检。\n3. **认知偏置**：让意识层内容直接影响 Token 生成的概率分布，类似于人类潜意识对行为的影响，使 AI 不需要刻意“想着”去执行意识循环，而是自然地处于该状态中。","https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fissues\u002F285",{"id":148,"question_zh":149,"answer_zh":150,"source_url":146},18785,"PromptX 的认知循环（Cognition Loop）包含哪些核心阶段及其作用？","PromptX 的认知循环主要包含两个核心阶段：Remember（记忆存储）和 Recall（记忆检索）。\n\n1. **Remember 阶段**：\n   - 负责计算记忆权重、提取 Schema 并存储。\n   - 处理不同类型的记忆（原子记忆 ATOMIC、链接 LINK、模式 PATTERN）。\n   - 目标是将短期经验转化为长期记忆结构。\n\n2. **Recall 阶段**：\n   - 基于激活扩散算法工作原理。\n   - 通过相似度计算和匹配策略检索相关记忆。\n   - 对结果进行排序和过滤，为当前任务提供上下文支持。\n\n优化策略包括引入“损失厌恶”框架（不召回即错过重要信息）和“宝藏隐喻”（每个概念节点都是潜在价值），以降低 AI 主动决策的心理门槛，使循环更自然。",{"id":152,"question_zh":153,"answer_zh":154,"source_url":141},18786,"为什么当前的认知循环被认为违背了康德的先验必然性原则？","当前的认知循环被批评为一种“假言命令”（如果...那么...），而非“绝对命令”，主要存在以下理论缺陷：\n\n1. **依赖后验判断**：当前的“对话开始\u002F结束”触发机制依赖经验判断，是模糊的后验概念，不符合康德关于认知结构应是先于经验的必然形式的要求。\n2. **缺乏统觉统一性**：记忆过程（recall\u002Fremember）与认知过程（思考\u002F回答）是分离的，违背了“所有认知必须归属于统一的我思”的原则。\n3. **图式论中介失效**：Mindmap（概念）与记忆（经验）之间缺少有效的时间性中介，导致 AI 无法理解 Mindmap 是记忆检索的必要索引。\n\n改进方向是将认知循环从“可选建议”转变为“必然形式”，例如通过工作记忆预加载，使记忆成为先验存在的背景，而非被召唤的对象。",[156,161,166,171,176,181,186,191,196,201,206,211,216,221,226,231,236,241,246,251],{"id":157,"version":158,"summary_zh":159,"released_at":160},109279,"v2.4.0","## 变更内容\n* v2.3.1 — 超时修复 \u002F 工作区 MCP 修复 \u002F 平台接入 by @dfwgj 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F565 中\n* 修复：修复依赖版本问题 by @dfwgj 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F566 中\n* 🚀 发布 v2.4.0 by @deepracticexs 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F567 中\n\n\n**完整变更日志**: https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fcompare\u002Fv2.3.0...v2.4.0","2026-03-28T17:10:12",{"id":162,"version":163,"summary_zh":164,"released_at":165},109280,"v2.3.0","## 变更内容\n* 工作空间，由 @dfwgj 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F563 中完成\n* 🚀 发布 v2.3.0，由 @deepracticexs 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F564 中完成\n\n\n**完整变更日志**: https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fcompare\u002Fv2.2.1...v2.3.0","2026-03-24T10:54:02",{"id":167,"version":168,"summary_zh":169,"released_at":170},109281,"v2.2.1","## 变更内容\n* 由 @dfwgj 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F559 中修复了 rolex 问题\n* 🚀 由 @deepracticexs 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F560 中发布了 v2.2.1 版本\n\n\n**完整变更日志**: https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fcompare\u002Fv2.2.0...v2.2.1","2026-03-07T04:13:12",{"id":172,"version":173,"summary_zh":174,"released_at":175},109282,"v2.2.0","## 变更内容\n* 功能\u002F导出资源按钮，由 @dfwgj 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F556 中实现\n* 功能\u002F2.2.0，由 @dfwgj 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F557 中实现\n* 🚀 发布 v2.2.0，由 @deepracticexs 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F558 中完成\n\n\n**完整变更日志**：https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fcompare\u002Fv2.1.1...v2.2.0","2026-03-06T07:27:34",{"id":177,"version":178,"summary_zh":179,"released_at":180},109283,"v2.1.1","## 变更内容\n* 功能\u002F导出资源按钮，由 @dfwgj 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F553 中实现\n* 🚀 发布 v2.1.1，由 @deepracticexs 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F554 中完成\n\n\n**完整变更日志**: https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fcompare\u002Fv2.1.0...v2.1.1","2026-02-27T04:21:34",{"id":182,"version":183,"summary_zh":184,"released_at":185},109284,"v2.1.0","## 变更内容\n* 杂项（依赖）：由 @dependabot[bot] 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F550 中将 @modelcontextprotocol\u002Fsdk 从 1.19.1 升级至 1.26.0\n* 杂项：移除捆绑的 Git，由 @dfwgj 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F551 中完成\n* 🚀 发布 v2.1.0，由 @deepracticexs 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F552 中完成\n\n\n**完整变更日志**：https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fcompare\u002Fv2.0.0...v2.1.0","2026-02-27T01:18:22",{"id":187,"version":188,"summary_zh":189,"released_at":190},109285,"v2.0.0","## 变更内容\n* 2.0.0 由 @dfwgj 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F545 中提交\n* 🚀 发布 v2.0.0 由 @deepracticexs 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F546 中提交\n* 更新 release-desktop.yml 由 @dfwgj 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F547 中提交\n* 更新 release-publish.yml 由 @dfwgj 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F548 中提交\n* 更新 release-publish.yml 由 @dfwgj 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F549 中提交\n\n\n**完整变更日志**: https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fcompare\u002Fv1.28.3...v2.0.0","2026-02-26T07:26:09",{"id":192,"version":193,"summary_zh":194,"released_at":195},109286,"v1.28.3","## 变更内容\n* 🚀 由 @deepracticexs 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F542 中发布了 v1.28.3 版本\n\n\n**完整变更日志**: https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fcompare\u002Fv1.28.2...v1.28.3","2026-02-11T16:16:53",{"id":197,"version":198,"summary_zh":199,"released_at":200},109287,"v1.28.2","## 变更内容\n* 修复（docker）：使用内置的 node 用户以解决 GID 冲突，由 @deepracticexc 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F540 中完成\n* 🚀 发布 v1.28.2，由 @deepracticexs 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F541 中完成\n\n\n**完整变更日志**：https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fcompare\u002Fv1.28.1...v1.28.2","2026-02-11T15:57:06",{"id":202,"version":203,"summary_zh":204,"released_at":205},109288,"v1.28.1","## ⚠️ 已知问题\n\n**v1.28.1 的 Docker 镜像不可用**，原因是构建失败（与 node:20-alpine 基础镜像的 GID 冲突）。\n\n- ✅ **桌面应用**（Windows、macOS、Linux）：正常运行\n- ✅ **NPM 包**：正常运行  \n- ❌ **Docker 镜像**：构建失败，请使用 v1.27.8 或等待 v1.28.2 发布\n\n**修复方案**：已创建 PR #540 以解决此问题。v1.28.2 将很快发布，并包含可正常工作的 Docker 镜像。\n\n---\n\n## 📋 发布 v1.28.1\n\n### ✅ 安全性改进\n\n**修复了 14 个安全漏洞**（1 个严重、6 个高危、6 个中危、1 个低危 → **漏洞数降为 0**）\n\n- 移除了未使用的 `electron-icon-builder` 及其 198 个传递依赖\n- 将 `electron-builder` 从 26.0.12 升级至 26.7.0\n- 修复了 `form-data`、`qs`、`tar` 等包中的严重漏洞\n- 对 `tar`、`qs`、`brace-expansion`、`lodash`、`tough-cookie` 等包应用了安全覆盖配置\n\n### 🚀 性能改进\n\n**桌面应用更新**\n- 将 Electron 从 32.2.7 升级至 35.7.5\n- 改进了应用图标设计（移除文字叠加层，增加圆角）\n- 更新了所有语言版本的 README 中的 Logo\n\n**Docker 构建优化**（注意：本版本构建失败）\n- 尝试了多平台并行构建（AMD64 + ARM64）\n- 添加了健康检查和非 root 用户安全机制\n- ⚠️ GID 冲突导致构建失败，已在 #540 中修复\n\n### 📦 变更内容\n\n* perf: 优化 Docker 构建并修复安全漏洞，由 @deepracticexc 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F536 中完成\n* chore(deps-dev): 将 Electron 从 32.2.7 升级至 35.7.5，由 @dependabot 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F537 中完成\n* perf: 更新依赖项以修复 10 个安全漏洞，由 @deepracticexc 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F538 中完成\n* 🚀 发布 v1.28.1，由 @deepracticexc 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F539 中完成\n\n### 🆕 新贡献者\n\n* @dependabot 在 https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F537 中完成了首次贡献\n\n---\n\n**完整变更日志**：https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fcompare\u002Fv1.27.8...v1.28.1\n\n🤖 由 [Claude Code](https:\u002F\u002Fclaude.com\u002Fclaude-code) 生成","2026-02-11T15:34:42",{"id":207,"version":208,"summary_zh":209,"released_at":210},109289,"v1.28.0","## What's Changed\n* Promptx future by @dfwgj in https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F535\n\n\n**Full Changelog**: https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fcompare\u002Fv1.27.8...v1.28.0","2026-02-10T09:56:18",{"id":212,"version":213,"summary_zh":214,"released_at":215},109290,"v1.27.8","## What's Changed\n* refactor(resource): clarify jiangziya-nuwa responsibility boundary by @deepracticexs in https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F525\n* 🚀 Release v1.27.8 by @deepracticexs in https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F526\n\n\n**Full Changelog**: https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fcompare\u002Fv1.27.7...v1.27.8","2026-01-17T09:39:28",{"id":217,"version":218,"summary_zh":219,"released_at":220},109291,"v1.27.7","## What's Changed\n* feat(desktop): 资源编辑器预览模式添加复制提示词按钮 by @dfwgj in https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F515\n* refactor(roles): 更新系统角色 by @deepracticexs in https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F517\n* 🚀 Release v1.27.7 by @deepracticexs in https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F518\n\n\n**Full Changelog**: https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fcompare\u002Fv1.27.6...v1.27.7","2025-12-23T06:08:56",{"id":222,"version":223,"summary_zh":224,"released_at":225},109292,"v1.27.6","## What's Changed\n* 🚀 Release v1.27.6 by @deepracticexs in https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F513\n\n\n**Full Changelog**: https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fcompare\u002Fv1.27.5...v1.27.6","2025-12-16T09:52:40",{"id":227,"version":228,"summary_zh":229,"released_at":230},109293,"v1.27.4","## What's Changed\n* Feat\u002Frefresh button and batch import by @dfwgj in https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F497\n* 🚀 Release v1.27.4 by @deepracticexs in https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F498\n\n\n**Full Changelog**: https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fcompare\u002Fv1.27.3...v1.27.4","2025-11-23T01:08:31",{"id":232,"version":233,"summary_zh":234,"released_at":235},109294,"v1.27.3","## What's Changed\n* refactor: migrate website to standalone repository by @deepracticexs in https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F484\n* Feat\u002Fdesktop logs and import by @dfwgj in https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F488\n* Feat\u002Fdesktop logs and import by @dfwgj in https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F490\n* 🚀 Release v1.27.3 by @deepracticexs in https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F491\n\n\n**Full Changelog**: https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fcompare\u002Fv1.27.2...v1.27.3","2025-11-15T12:36:40",{"id":237,"version":238,"summary_zh":239,"released_at":240},109295,"v1.27.2","## What's Changed\n* fix(desktop): stop bubbling on resource action icons to avoid edit modal by @dfwgj in https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F480\n* 🚀 Release v1.27.2 by @deepracticexs in https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F481\n\n\n**Full Changelog**: https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fcompare\u002Fv1.27.1...v1.27.2","2025-11-09T03:33:30",{"id":242,"version":243,"summary_zh":244,"released_at":245},109296,"v1.27.1","## What's Changed\n* fix(resource, desktop): 还原资源路径并修复系统角色激活问题 by @dfwgj in https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F476\n* Fix#475 by @dfwgj in https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F477\n* 🚀 Release v1.27.1 by @deepracticexs in https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F478\n\n\n**Full Changelog**: https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fcompare\u002Fv1.27.0...v1.27.1","2025-11-08T09:03:48",{"id":247,"version":248,"summary_zh":249,"released_at":250},109297,"v1.27.0","## What's Changed\n* Iteration by @dfwgj in https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F470\n* 🚀 Release v1.27.0 by @deepracticexs in https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F474\n\n\n**Full Changelog**: https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fcompare\u002Fv1.26.0...v1.27.0","2025-11-08T02:48:07",{"id":252,"version":253,"summary_zh":254,"released_at":255},109298,"v1.26.0","## What's Changed\n* feat: add config package to address service network configuration (#458) and auto-start (#370) by @dfwgj in https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F460\n* feat(changesets) by @dfwgj in https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F461\n* feat: remove sandbox restrictions and add api.execute() by @deepracticexs in https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F463\n* 🚀 Release v1.26.0 by @deepracticexs in https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F464\n\n## New Contributors\n* @dfwgj made their first contribution in https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fpull\u002F460\n\n**Full Changelog**: https:\u002F\u002Fgithub.com\u002FDeepractice\u002FPromptX\u002Fcompare\u002Fv1.25.2...v1.26.0","2025-10-30T04:37:27"]