Persona MCP

# 🎉 Community Sharing Templates Use these templates to share World-Class Leadership Personas with the community! --- ## 🐦 Twitter / X ### Short Version (280 chars) ``` 🎉 Released v3.0: 142 World-Class AI Personas with REAL knowledge bases! Not just prompts - 1000+ lines of expert content per persona: ✅ Production-ready code ✅ Industry frameworks ✅ Best practices ✅ CLI commands For Claude, Cursor, Windsurf, Cline ⭐ https://github.com/seanshin0214/world-class-leadership-personas ``` ### Thread Version ``` 🧵 1/ Just released v3.0 of World-Class Leadership Personas - 142 AI expert advisors with comprehensive knowledge bases! This is NOT your typical prompt library. Here's why it's different... 👇 2/ Every persona includes 1000+ lines of expert-level documentation: 💻 Engineering: Production code, Docker, Kubernetes, Terraform 🏥 Healthcare: Clinical protocols, prescribing guidelines 💼 Business: Product frameworks, data analysis, sales playbooks 🎨 Creative: Video/music production, content strategy 3/ Works with ALL major AI coding assistants: - Claude Desktop - Cursor - Windsurf (Codeium) - Cline (VS Code) One install, works everywhere via Model Context Protocol (MCP) 4/ Real examples: @persona:132-devops-engineer → Get kubectl commands, Terraform configs, CI/CD pipelines @persona:710-nurse-practitioner → Get HTN treatment protocols, prescribing guidelines @persona:403-machine-learning-engineer → Get PyTorch models, deployment with FastAPI, MLOps 5/ 100% free and open source (MIT License) 142 personas across 9 categories: - 30 Engineering & Development - 13 Healthcare - 35 Business & Strategy - 23 Creative & Content - And more! ⭐ Star if useful: https://github.com/seanshin0214/world-class-leadership-personas 6/ Built with "최고 성능" (top performance) in mind No shortcuts. No compressed content. Every document carefully researched with industry-standard frameworks. Your AI just got 142 expert advisors 🚀 ``` --- ## 📱 Reddit ### r/ClaudeAI ```markdown **Title**: [Project] 142 World-Class Expert Personas with Full Knowledge Bases (v3.0) **Body**: I'm excited to share v3.0 of **World-Class Leadership Personas** - a collection of 142 expert AI personas, each backed by comprehensive knowledge base documents! ## What's Different About This? Most persona libraries are just prompt templates. This project includes **1000+ lines of expert-level documentation** for each persona: - 💻 **Production-ready code** (Python, JavaScript, Swift, Kotlin, SQL, Bash) - 🔧 **Real-world workflows** and step-by-step guides - ⚡ **CLI commands** (AWS, Azure, GCP, kubectl, Docker, Terraform) - 🎯 **Industry frameworks** and best practices ## Example Use Cases **DevOps Engineer** (`132-devops-engineer`): - Get complete Kubernetes deployment configs - CI/CD pipeline examples (GitHub Actions, GitLab CI) - Terraform infrastructure as code (AWS, Azure, GCP) - Prometheus + Grafana monitoring setup **Nurse Practitioner** (`710-nurse-practitioner`): - Primary care protocols (HTN, diabetes, depression) - Prescribing guidelines and antibiotic stewardship - Clinical assessment frameworks - Patient education strategies **Machine Learning Engineer** (`403-machine-learning-engineer`): - Complete ML pipelines (training, deployment, monitoring) - PyTorch neural networks - Feature engineering techniques - FastAPI model deployment ## Multi-IDE Support Works with: - ✅ Claude Desktop - ✅ Cursor - ✅ Windsurf (Codeium) - ✅ Cline (VS Code) All via Model Context Protocol (MCP) - install once, works everywhere! ## Statistics - **142 Personas** across 9 categories - **1000+ lines per document** of expert content - **100% free and open source** (MIT License) - **Production-ready** code and examples ## Get Started ```bash git clone https://github.com/seanshin0214/world-class-leadership-personas.git cd world-class-leadership-personas npm install npm run build ``` Then configure your IDE (detailed instructions in README). **GitHub**: https://github.com/seanshin0214/world-class-leadership-personas Would love your feedback! ⭐ if you find it useful. ``` ### r/devops ```markdown **Title**: [Tool] DevOps Persona with Production-Ready Configs (Kubernetes, Terraform, CI/CD) **Body**: Built a comprehensive **DevOps Engineer** persona as part of a larger project, and thought the devops community might find it useful! ## What's Included The persona includes 1000+ lines of production-ready documentation: ### CI/CD Pipelines - **GitHub Actions**: Complete workflows (test, build, deploy) - **GitLab CI**: Multi-stage pipelines with caching - Docker multi-stage builds - Deployment strategies ### Kubernetes - Deployment, Service, Ingress manifests - ConfigMaps, Secrets management - HorizontalPodAutoscaler - Helm charts - kubectl command reference ### Infrastructure as Code - **Terraform**: AWS (ECS, RDS, VPC), Azure, GCP examples - Variables, outputs, modules - State management - Best practices ### Monitoring - Prometheus + Grafana setup - Application metrics (Python Flask example) - Alertmanager configuration - Dashboard examples ## How It Works Uses Model Context Protocol (MCP) with Claude/Cursor/Windsurf/Cline: ``` You: "@persona:132-devops-engineer Show me Kubernetes deployment best practices" AI: [References knowledge base and provides complete config with explanations] ``` It's like having a senior DevOps engineer on-demand! ## Part of Larger Project This is one of **142 personas** covering engineering, healthcare, business, creative, etc. All with same level of detail. **GitHub**: https://github.com/seanshin0214/world-class-leadership-personas Free and open source (MIT). Feedback welcome! ``` --- ## 🗨️ Hacker News ```markdown **Title**: Show HN: 142 World-Class AI Personas with Comprehensive Knowledge Bases **URL**: https://github.com/seanshin0214/world-class-leadership-personas **Comment (if needed)**: I spent months building comprehensive knowledge bases for 142 expert personas across engineering, healthcare, business, creative fields, and more. What makes this different from typical prompt libraries: 1. **Real expertise**: Each persona has 1000+ lines of documentation with industry-standard frameworks, not just generic templates. 2. **Production-ready code**: Includes working examples in Python, JavaScript, Swift, Kotlin, SQL, Bash with configurations for AWS, Azure, GCP, Kubernetes, etc. 3. **Works everywhere**: Uses Model Context Protocol (MCP) so it works with Claude Desktop, Cursor, Windsurf, and Cline (VS Code). 4. **Quality-first approach**: Every document carefully researched. No shortcuts or compressed content. Some examples: - DevOps Engineer: Complete CI/CD pipelines, Kubernetes configs, Terraform IaC - Nurse Practitioner: Clinical protocols, prescribing guidelines, patient care - ML Engineer: PyTorch models, feature engineering, deployment with FastAPI - Music Producer: DAW workflows, mixing/mastering, production techniques All 100% free and open source (MIT). Would love to hear HN's thoughts on the approach and whether you find specific personas useful! ``` --- ## 📰 Dev.to / Medium Article Template ```markdown # How I Built 142 Expert AI Personas with Real Knowledge Bases ## The Problem Most AI persona libraries are just prompt templates. They give your AI a "role" but no real expertise. Want a DevOps engineer persona? You get generic advice about "containerization" and "infrastructure as code" - but no actual Kubernetes configs or Terraform examples. ## The Solution I spent months building **comprehensive knowledge bases** for 142 expert personas. Not just prompts - real documentation with: - Production-ready code examples - Industry-standard frameworks - Step-by-step workflows - CLI commands and configurations ## What's Inside ### Engineering Personas **DevOps Engineer** (`132-devops-engineer`): ```yaml # Real Kubernetes deployment from the knowledge base apiVersion: apps/v1 kind: Deployment metadata: name: myapp spec: replicas: 3 # ... (complete working config) ``` **Mobile Developer** (`106-mobile-developer`): ```swift // Real SwiftUI code from the knowledge base struct ContentView: View { @State private var items: [Item] = [] var body: some View { NavigationView { // ... (complete working code) } } } ``` ### Healthcare Personas **Nurse Practitioner** (`710-nurse-practitioner`): - Comprehensive health assessment (HPI, ROS, physical exam) - Treatment protocols (HTN, diabetes, depression) - Prescribing guidelines and antibiotic stewardship - Motivational interviewing techniques ### Business Personas **Product Manager** (`301-product-manager`): - Product discovery frameworks - Prioritization methods (RICE, Kano, Value vs Effort) - Roadmap planning - Metrics and analytics (AARRR, cohort analysis) ## How It Works Uses **Model Context Protocol (MCP)** - the new standard for AI tool integration: 1. Install the MCP server (one time) 2. Configure your IDE (Claude Desktop, Cursor, Windsurf, or Cline) 3. Call personas like `@persona:132-devops-engineer` 4. Get expert guidance backed by comprehensive knowledge ## The Stats - **142 personas** across 9 categories - **1000+ lines** of documentation per persona - **Production-ready** code in 7+ languages - **100% free** and open source (MIT) ## Try It Yourself ```bash git clone https://github.com/seanshin0214/world-class-leadership-personas.git cd world-class-leadership-personas npm install npm run build ``` Full instructions: https://github.com/seanshin0214/world-class-leadership-personas ## Lessons Learned 1. **Quality > Quantity**: Better to have 10 well-documented personas than 100 generic prompts 2. **Real Examples**: Code snippets must be production-ready, not toys 3. **Industry Standards**: Reference actual frameworks (SOLID, Kubernetes, clinical guidelines) 4. **Multi-Platform**: MCP makes it easy to work with any AI coding assistant ## What's Next - Community contributions (submit your expert personas!) - More domains (legal, finance, government) - Integration with VS Code Marketplace - Persona marketplace with revenue sharing for creators --- **Star on GitHub** if you find this useful: https://github.com/seanshin0214/world-class-leadership-personas ``` --- ## 🎥 YouTube Video Script (5-minute demo) ```markdown # Video Title "142 Expert AI Personas with Real Knowledge Bases - Not Just Prompts!" # Script [0:00 - Intro] Hi! Today I'm showing you something different in AI personas. Most persona libraries are just prompt templates. "Act as a DevOps engineer." But I built something with REAL expertise - 142 personas with comprehensive knowledge bases. Let me show you the difference. [0:30 - Problem Demo] Traditional persona: "@generic-devops Act as a DevOps engineer and help me deploy to Kubernetes" Result: Generic advice about "containerization" and "best practices" [1:00 - Solution Demo] World-Class Persona: "@persona:132-devops-engineer Show me a production Kubernetes deployment" Result: Complete working config with: - Deployment, Service, Ingress - ConfigMaps, Secrets - HorizontalPodAutoscaler - Best practices explained [1:30 - Show Knowledge Base] Here's why - each persona has 1000+ lines of documentation. [Show file tree] - CI/CD pipelines (GitHub Actions, GitLab CI) - Docker configs - Terraform examples - Kubernetes manifests - Monitoring setup All production-ready. Not toy examples. [2:00 - More Examples] Works for any domain: Healthcare: "@persona:710-nurse-practitioner How do I manage hypertension?" → Get complete treatment protocol with medication guidelines ML: "@persona:403-machine-learning-engineer Show me a PyTorch training pipeline" → Get complete code with data loading, training loop, evaluation Business: "@persona:301-product-manager How do I prioritize features?" → Get RICE, Kano, Value vs Effort frameworks with examples [3:00 - Multi-IDE Support] Works with: - Claude Desktop - Cursor - Windsurf - Cline (VS Code) One install via Model Context Protocol. [3:30 - Setup] Simple setup: ```bash git clone [repo] npm install npm run build ``` Configure your IDE (takes 2 minutes) [4:00 - Show It Working] [Live demo of calling persona and getting response] [4:30 - Call to Action] 142 personas across: - Engineering (30) - Healthcare (13) - Business (35) - Creative (23) - And more! 100% free and open source. Link in description. Star if you find it useful! [4:50 - Outro] Your AI just got 142 expert advisors. See you in the next video! ``` --- ## 📧 Email to Communities ### To AI/ML Communities ``` Subject: New: 142 Expert AI Personas with Comprehensive Knowledge Bases Hi [Community Name], I wanted to share a project I've been working on that might interest this community. **World-Class Leadership Personas v3.0** - 142 expert AI personas, each with 1000+ lines of comprehensive documentation. Unlike typical prompt libraries, these personas include: - Production-ready code examples - Industry-standard frameworks - Real-world workflows - CLI commands and configurations Covers domains like: - Engineering (DevOps, Mobile, ML, Full-stack) - Healthcare (Physicians, Nurses, Dentists) - Business (Product, Data, Sales) - Creative (Video, Music, Content) Works with Claude Desktop, Cursor, Windsurf, and Cline via Model Context Protocol (MCP). GitHub: https://github.com/seanshin0214/world-class-leadership-personas 100% free and open source (MIT License). Would love your feedback! Best, [Your Name] ``` --- ## 🎯 Key Message Points Use these talking points when discussing the project: 1. **Not just prompts** - Comprehensive knowledge bases with 1000+ lines per persona 2. **Production-ready** - Real code, real frameworks, real best practices 3. **Multi-IDE support** - Works with Claude, Cursor, Windsurf, Cline 4. **142 personas** - Across 9 major categories (engineering, healthcare, business, creative, etc.) 5. **100% free** - MIT License, open source 6. **Quality-first** - No shortcuts, carefully researched, industry-standard 7. **MCP-powered** - Uses Model Context Protocol standard 8. **Community-driven** - Contributions welcome, revenue sharing planned --- **Ready to share! 🚀**