diff --git a/README.md b/README.md
index f22a401..d606f56 100644
--- a/README.md
+++ b/README.md
@@ -239,6 +239,10 @@ graph TD
> "使用 PromptX 的开发体验真的非常不一样。我们团队基于 Claude Code 并结合 PromptX,**一位开发者仅三天内就完成了超过一万一千行的高质量 Java 代码。**
>
> 这套工作流的价值在实际开发中体现得淋漓尽致。PromptX 解决了 AI 使用时的许多痛点,时刻确保代码风格的统一和质量的达标,大大降低了新成员的学习成本。过去那些需要反复沟通、依靠文档传承的最佳实践,现在能够自然而然地融入到每一次代码生成中。"
+>
+> ---
+>
+> “女娲”让我使用 AI 角色更加方便、快捷,实际上手发现,我并不需要懂代码,也不需要懂复杂的AI原理。我只需要用大白话告诉“女娲”我想要什么,它就能帮我把背后那些复杂的设计工作给完成了,能引导我完成剩下的所有事情。“女娲”本身不负责写小红书笔记,但它能创造出一个“精通小红书营销”的专家。一旦这个专家被创造出来,我以后所有小红书相关的工作,都可以交给这个新角色去做了,效率和专业度都大大提升。
#### **📚 相关资源**
@@ -246,6 +250,24 @@ graph TD
---
+## 📚 **社区教程与案例**
+
+社区成员 **coso** 基于 PromptX 架构开发了 MCP 工具,并分享了完整的开发经验:
+
+#### 🔧 **使用 PromptX 架构开发 crawl-mcp 工具**
+- **文章**:[从想法到产品:我如何用Cursor Agent开发出智能内容处理MCP工具](https://mp.weixin.qq.com/s/x23Ap3t9LBDVNcr_7dcMHQ)
+- **成果**:[crawl-mcp-server](https://www.npmjs.com/package/crawl-mcp-server) - NPM包 | [GitHub](https://github.com/wutongci/crawl-mcp)
+- **亮点**:以 PromptX 为架构参考,实现零代码开发,几小时完成从想法到发布
+
+#### 🛠️ **MCP 开发模板化实践**
+- **文章**:[从零代码到开源:我如何用模板革命MCP开发](https://mp.weixin.qq.com/s/aQ9Io2KFoQt8k779L5kuuA)
+- **成果**:[mcp-template](https://github.com/wutongci/mcp-template) - 通用MCP开发模板
+- **价值**:将 MCP 开发时间从 40 小时缩短到 30 分钟
+
+> 💡 欢迎社区成员分享基于 PromptX 的实践经验,提交 PR 添加到此处。
+
+---
+
## ⭐ **Star增长趋势**
[](https://star-history.com/#Deepractice/PromptX&Date)
diff --git a/README_EN.md b/README_EN.md
index a3006de..9f436bc 100644
--- a/README_EN.md
+++ b/README_EN.md
@@ -120,7 +120,10 @@ Then use in client configuration:
📖 **[Complete Installation & Configuration Guide](https://github.com/Deepractice/PromptX/wiki/PromptX-MCP-Install)** - Detailed configuration methods for various clients and troubleshooting
-
+
+### New to MCP? [Watch MCP Tutorial on BiliBili](https://www.bilibili.com/video/BV1HFd6YhErb)
+
+Currently, all AI clients that support the MCP protocol can use PromptX. This mainly includes: **Claude Desktop**, **Cursor**, **Windsurf**, **Cline**, **Zed**, **Continue**, and other mainstream AI programming tools, as well as more applications that are in the process of being integrated.
---
@@ -155,10 +158,6 @@ When you call the `promptx_...` series of tools, your AI application sends the r
---
-### New to MCP? [Watch MCP Tutorial on BiliBili](https://www.bilibili.com/video/BV1HFd6YhErb)
-
-All AI clients that support the MCP protocol can use PromptX. This includes major applications like **Claude Desktop**, **Cursor**, **Windsurf**, **Cline**, **Zed**, **Continue**, and many more mainstream AI development tools that are integrating MCP support.
-
**🎯 After configuration, your AI application will automatically gain 6 professional tools:**
- `promptx_init`: 🏗️ **System Initialization** - Automatically prepares the working environment.
- `promptx_hello`: 👋 **Role Discovery** - Browse all available expert roles.
@@ -171,25 +170,25 @@ All AI clients that support the MCP protocol can use PromptX. This includes majo
---
-## 🎨 **Nuwa Creation Workshop - Democratizing AI Role Design**
+## 🎨 **Nuwa Creation Workshop - Let everyone become an AI role designer**
-

+
-#### **💫 From Idea to Reality in Just 2 Minutes**
+#### **💫 From Idea to Reality, in Just 2 Minutes**
-Have you ever thought: What if I could customize a professional AI assistant for specific work scenarios? **Nuwa makes this idea a reality.**
+Have you ever thought: What if I could customize a professional AI assistant for a specific work scenario? **Nuwa makes this idea a reality.**
-> *"Every idea deserves its own dedicated AI assistant. Technical barriers should never limit creative flight."*
+> *"Every idea deserves its own dedicated AI assistant. Technical barriers should not limit the flight of creativity."*
#### **🎯 Core Value Transformation**
-- **🚀 Zero-Barrier Creation**: No need to learn complex technology - describe your needs in natural language
-- **⚡ Lightning-Fast Delivery**: From idea to usable role in just 2 minutes
-- **🎭 Professional Quality**: Automatically generates professional AI roles compliant with DPML standards
-- **🔄 Plug-and-Play**: Created roles can be activated immediately after completion
-- **💝 Sense of Control**: Elegant transformation from user to creator
+- **🚀 Zero-Barrier Creation**: No need to learn complex technologies, just describe your needs in natural language.
+- **⚡ Lightning-Fast Delivery**: From idea to a usable role, the whole process takes 2 minutes.
+- **🎭 Professional Quality**: Automatically generates professional AI roles that comply with DPML standards.
+- **🔄 Plug-and-Play**: Can be activated and used immediately after creation.
+- **💝 Sense of Control**: A magnificent turn from a user to a creator.
#### **✨ Usage Scenarios Examples**
@@ -197,51 +196,44 @@ Have you ever thought: What if I could customize a professional AI assistant for
| 🎯 **User Need** | ⚡ **Nuwa Generated** | 🚀 **Ready to Use** |
|---|---|---|
-| 👩💼 "I need an AI assistant for Instagram marketing" | Instagram Marketing Expert Role | `promptx_action instagram-expert` |
-| 👨💻 "I want a Python async programming expert" | Python Async Programming Tutor Role | `promptx_action python-async-tutor` |
-| 🎨 "Give me a UI/UX design consultant" | UI/UX Design Expert Role | `promptx_action uiux-consultant` |
-| 📊 "Need a data analyst assistant" | Data Analysis Expert Role | `promptx_action data-analyst` |
+| 👩💼 "I need an AI assistant who understands Xiaohongshu marketing" | Xiaohongshu Marketing Expert Role | `Activate Xiaohongshu Marketing Expert` |
+| 👨💻 "I want a Python asynchronous programming expert" | Python Asynchronous Programming Tutor Role | `Activate Python Asynchronous Programming Tutor` |
+| 🎨 "Give me a UI/UX design consultant" | UI/UX Design Expert Role | `Activate UI/UX Design Expert` |
+| 📊 "I need a data analyst assistant" | Data Analysis Expert Role | `Activate Data Analysis Expert` |
-#### **📊 Efficiency Revolution**
+#### **🎪 Experience Nuwa's Creativity - 4 Steps to Create a Custom AI Assistant**
-
-| **Traditional Method** | **Nuwa Method** | **Improvement** |
-|---|---|---|
-| 📚 Learn DPML syntax | 🗣️ Natural language description | **95% learning curve reduction** |
-| ⏰ 2-8 hours development | ⚡ 2 minutes generation | **240x speed increase** |
-| 🤔 Technical decision making | 🎯 Focus on requirements | **100% cognitive load reduction** |
-| 🧪 Manual testing and debugging | ✅ Instant activation | **99% error rate reduction** |
-
-
-
-#### **🚀 4-Step Simple Workflow**
-
-#### **💬 User Testimonials**
+```bash
+# 1️⃣ Activate the Nuwa Role Creation Consultant
+"I want Nuwa to help me create a role"
-> **👨💻 Developer**: *"I used to spend hours writing role configurations. Now with Nuwa, I describe my needs and get a professional AI assistant immediately. It's magical!"*
+# 2️⃣ Describe your needs (natural language is fine)
+"I need a professional assistant in [domain], mainly for [specific scenario]"
-> **🎨 Designer**: *"As a non-technical person, I never thought I could create AI roles. Nuwa made me feel like a creator, not just a user."*
+# 3️⃣ Wait 2 minutes for Nuwa to generate a professional role for you
+# Nuwa will create the role file, register it with the system, and complete quality checks
-> **📊 Product Manager**: *"Our team now creates customized AI assistants for different projects. Nuwa has become an indispensable part of our toolkit."*
+# 4️⃣ Immediately activate and use your custom AI assistant
+"Activate the role just created"
+```
-#### **🧠 Design Philosophy**
+#### **🌟 Nuwa's Design Philosophy**
-Nuwa embodies the core philosophy of PromptX: **"Making professional capabilities accessible to everyone"**. We believe that:
-
-- **🌟 Boundless Creativity**: Technical barriers shouldn't limit imagination
-- **⚡ Instant Satisfaction**: Great ideas deserve immediate realization
-- **🎯 Demand-Driven**: Technology should serve human creativity, not constrain it
-- **🤝 Ecosystem Co-creation**: Every user can contribute to the AI assistant ecosystem
+- **🎯 Boundless Creation**: Allows anyone with an idea to create an AI assistant, breaking down technical barriers.
+- **⚡ Instant Gratification**: Meets the demand for immediacy in the digital age.
+- **🧠 Guided Growth**: It's not just about using a tool, but also guiding users to understand the boundaries of AI capabilities.
+- **🌱 Ecosystem Co-creation**: The roles created by each user can become a source of inspiration for others.
---
@@ -259,18 +251,40 @@ Nuwa embodies the core philosophy of PromptX: **"Making professional capabilitie
#### 🏢 Organization Information
-**Organization Name:** Legacy Lands Development Team
+**Organization Name:** Legacy Lands
**Official Website:** https://www.legacylands.cn/
-**Organization Description:** Legacy Lands is an innovative team focused on building large-scale Minecraft civilization simulation experiences. They participate in the open-source community, providing elegant, efficient, and reliable solutions for Minecraft server plugin development and other domains.
+**Organization Description:** Legacy Lands is an innovative team focused on building large-scale Minecraft civilization simulation experiences. They participate in the open-source community, providing elegant, efficient, and reliable solutions for areas such as Minecraft server plugins.
-> #### **💡 Core Developer Experience**
-> "The development experience with PromptX is truly different. Our team, using Claude Code combined with PromptX, had one developer complete over eleven thousand lines of high-quality Java code in just three days.
+> #### **💡 Core Developer's Experience**
+> "The development experience with PromptX is truly different. Our team, using Claude Code combined with PromptX, had **one developer complete over 11,000 lines of high-quality Java code in just three days.**
>
-> The value of this workflow is fully demonstrated in actual development. PromptX solves many pain points in AI usage, consistently ensuring code style uniformity and quality standards, greatly reducing the learning curve for new team members. Best practices that previously required repeated communication and documentation inheritance can now naturally integrate into every code generation."
+> The value of this workflow is fully demonstrated in actual development. PromptX solves many pain points of using AI, ensuring consistent code style and quality standards at all times, which greatly reduces the learning curve for new members. Best practices that used to require repeated communication and reliance on documentation are now naturally integrated into every code generation."
+>
+> ---
+>
+> "'Nuwa' makes it more convenient and faster for me to use AI roles. I found that I don't need to know how to code or understand complex AI principles. I just need to tell 'Nuwa' what I want in plain language, and it can handle the complex design work behind the scenes and guide me through the rest. 'Nuwa' itself doesn't write Little Red Book notes, but it can create an expert 'proficient in Little Red Book marketing'. Once this expert is created, I can hand over all my future Little Red Book related work to this new role, which greatly improves efficiency and professionalism."
#### **📚 Related Resources**
-- **AI Integration Standards and Practice Guide:** https://github.com/LegacyLands/legacy-lands-library/blob/main/AI_CODE_STANDARDS_ZHCN.md
+- **AI Integration Standards & Practice Guide:** https://github.com/LegacyLands/legacy-lands-library/blob/main/AI_CODE_STANDARDS_ZHCN.md
+
+---
+
+## 📚 **Community Tutorials & Cases**
+
+Community member **coso** developed an MCP tool based on the PromptX architecture and shared the complete development experience:
+
+#### 🔧 **Developing the crawl-mcp tool with the PromptX architecture**
+- **Article**: [From Idea to Product: How I Developed an Intelligent Content Processing MCP Tool with Cursor Agent](https://mp.weixin.qq.com/s/x23Ap3t9LBDVNcr_7dcMHQ)
+- **Outcome**: [crawl-mcp-server](https://www.npmjs.com/package/crawl-mcp-server) - NPM package | [GitHub](https://github.com/wutongci/crawl-mcp)
+- **Highlight**: Using PromptX as an architectural reference, achieved zero-code development, from idea to release in just a few hours.
+
+#### 🛠️ **Templated Practice for MCP Development**
+- **Article**: [From Zero Code to Open Source: How I Revolutionized MCP Development with a Template](https://mp.weixin.qq.com/s/aQ9Io2KFoQt8k779L5kuuA)
+- **Outcome**: [mcp-template](https://github.com/wutongci/mcp-template) - A universal MCP development template
+- **Value**: Reduced MCP development time from 40 hours to 30 minutes.
+
+> 💡 We welcome community members to share their practical experience with PromptX. Submit a PR to add it here.
---
@@ -280,22 +294,22 @@ Nuwa embodies the core philosophy of PromptX: **"Making professional capabilitie
---
-### **🤝 Contributing and Communication**
+### **🤝 Contribution & Communication**
We welcome any form of contribution and feedback!
-- 🌿 **[Branching Strategy](docs/BRANCHING.md)** - Branch management and release process
+- 🌿 **[Branching Strategy](docs/BRANCHING.md)** - Branching and release process
- 🚀 **[Release Process](docs/RELEASE.md)** - Version management and release documentation
-Join our technical community:
+Scan the QR code to join our tech community group:
-
+
---
## 📄 **License**
-[MIT License](LICENSE) - Making AI professional capabilities accessible
+[MIT License](LICENSE) - Making professional AI capabilities accessible.
---