Persona MCP

# 📢 Social Media Kit - World-Class Leadership Personas 홍보용 콘텐츠 모음입니다. 자유롭게 복사해서 사용하세요! --- ## 🐦 Twitter / X ### Tweet 1: 짧은 소개 ``` 🎯 World-Class Leadership Personas: 142 AI expert advisors for leaders ✅ 80%+ token savings ✅ Evidence-based practices ✅ 9 categories (Engineering, Design, Business, AI, Testing, Education, Science, Leadership, Legal) Free & Open Source! ⭐ #AI #MCP #Claude #Leadership #OpenSource https://github.com/seanshin0214/world-class-leadership-personas ``` ### Tweet 2: 기능 강조 ``` Tired of writing the same system prompts? 😩 Try World-Class+ Personas: • 142 expert personas ready to use • Zero tokens until triggered • Smart context detection • Persona chaining for complex decisions Transform your AI workflow today! 🚀 #AITools #ProductivityHack #Claude https://github.com/seanshin0214/world-class-leadership-personas ``` ### Tweet 3: 카테고리 소개 ``` From Full-Stack Dev to Scrum Master to LLM Engineer... World-Class+ Personas has 142 experts: 📂 Engineering (30) 🎨 Design (23) 💼 Business (35) 🤖 AI & ML (10) And 5 more categories! All FREE & World-Class certified ⭐ https://github.com/seanshin0214/world-class-leadership-personas ``` --- ## 💼 LinkedIn ### Post 1: Professional Introduction ``` 🎯 Introducing World-Class Leadership Personas Are you a leader struggling with complex decisions across multiple domains? I'm excited to share an open-source project that provides 142 World-Class+ expert personas for AI-assisted decision making. 📊 Key Features: • 80%+ token savings with "Submarine Mode" • Evidence-based practices from authoritative sources • 9 categories covering all business needs • MCP-compatible (Claude Desktop, Cursor, Windsurf) 💡 Use Cases: - Strategic planning with 326-strategic-oracle - UX research with 223-ux-researcher - Sprint facilitation with 337-scrum-master - LLM development with 410-llm-engineer This project is 100% free and open source. If you find it valuable, please star the repository and share with your network! 🔗 https://github.com/seanshin0214/world-class-leadership-personas #Leadership #AI #DecisionMaking #OpenSource #MCP #Claude #ProductManagement ``` ### Post 2: Technical Deep Dive ``` ⚡ How to Save 80%+ Tokens with AI Personas Traditional approach: Load 5,000-token system prompt in every conversation World-Class+ Personas: Load 0 tokens until triggered Here's the magic: 1️⃣ Submarine Mode: Personas stay hidden (0 tokens) 2️⃣ Trigger-Based: Call @persona:name when needed 3️⃣ Smart Detection: AI suggests the right expert 4️⃣ Expert Chaining: Combine multiple experts Real example: - Before: 50K tokens/day (system prompts) - After: 10K tokens/day (triggered personas) - Savings: 80% = $40-80/month saved Try it yourself with 142 World-Class+ personas: https://github.com/seanshin0214/world-class-leadership-personas What's your biggest AI cost challenge? Let's discuss in comments! 💬 #AIOptimization #CostSavings #ProductivityTools #TechLeaders ``` --- ## 🔴 Reddit ### r/ClaudeAI ``` Title: [Project] World-Class+ Personas - 142 Expert Advisors with 80%+ Token Savings Hey r/ClaudeAI! 👋 I've been working on an MCP server that provides 142 World-Class+ expert personas for Claude. Thought this community might find it useful! 🎯 What it does: - Provides 142 expert personas (Engineering, Design, Business, AI, Testing, etc.) - Saves 80%+ tokens with "Submarine Mode" (loads only when triggered) - Works with Claude Desktop, Code, Cursor, Windsurf, Antigravity 📂 Categories: - Engineering (30): Full-Stack, DevOps, LLM Engineer, etc. - Design (23): UI/UX, UX Researcher, Graphic Designer, etc. - Business (35): Product Manager, Scrum Master, Strategic Oracle, etc. - AI & ML (10): Data Scientist, LLM Engineer, AI Agent Developer, etc. - And 5 more categories! 💡 Example usage: ``` You: "@persona:410-llm-engineer Help me fine-tune GPT-4" Claude: [Activates LLM Engineer persona with transformer expertise] ``` 🔓 100% Free & Open Source (MIT License) GitHub: https://github.com/seanshin0214/world-class-leadership-personas Happy to answer any questions! What personas would you like to see added? 🤔 ``` ### r/MachineLearning ``` Title: [P] World-Class+ AI Personas - Evidence-based Expert System with 142 Specialists Hi r/MachineLearning! I've built an MCP server with 142 AI expert personas based on research from government frameworks, academic sources, and industry standards. 🔬 Research-Based Approach: - UK Government DDAT Framework (UX Researcher) - 2020 Scrum Guide (Scrum Master) - Latest LLM research (LLM Engineer, AI Agent Developer) - PMI Competency Framework (Project Manager) ⭐ World-Class+ Standard: Every persona includes: ✅ Evidence-based practices ✅ Disruptive questions (challenge assumptions) ✅ Cross-disciplinary insights ✅ Ethical standards (GDPR, accessibility) ✅ Continuous innovation mindset 📊 Technical Details: - MCP (Model Context Protocol) compatible - Zero-token "Submarine Mode" until triggered - 80%+ token savings vs system prompts - Works with Claude, Cursor, Windsurf Example personas: - 410-llm-engineer: Transformers, RAG, fine-tuning - 411-ai-agent-developer: Multi-agent systems, tool use - 223-ux-researcher: User research methodologies GitHub: https://github.com/seanshin0214/world-class-leadership-personas Would love feedback from the ML community! 🚀 ``` --- ## 📧 Email Template (for communities/newsletters) ### Subject: Introducing World-Class Leadership Personas - 142 AI Experts ``` Hi [Name/Community], I wanted to share a project that might be valuable for your community: World-Class Leadership Personas - an open-source collection of 142 AI expert personas for leaders and decision-makers. What makes it special: • 80%+ token savings with intelligent loading • Evidence-based practices from authoritative sources • 9 categories covering Engineering, Design, Business, AI, Testing, Education, Science, Leadership, and Legal • 100% free and open source (MIT License) Key personas include: - Strategic Oracle (326): MIT Systems Dynamics PhD, 15yr McKinsey Partner - UX Researcher (223): UK Government Digital Service Framework - Scrum Master (337): 2020 Scrum Guide standards - LLM Engineer (410): Transformer architectures, prompt engineering - AI Agent Developer (411): Autonomous systems, multi-agent design The project has gained traction with [X] stars on GitHub and is actively maintained. GitHub: https://github.com/seanshin0214/world-class-leadership-personas Would you consider featuring this in your newsletter/community? I'd be happy to provide additional materials or answer any questions. Best regards, [Your Name] ``` --- ## 🎥 Video Script (for YouTube/tutorials) ### 5-Minute Demo Script ``` [0:00 - 0:30] Intro "Hey everyone! Today I'm showing you World-Class Leadership Personas - a game-changing MCP server with 142 AI expert advisors that can save you 80% on AI token costs. Let's dive in!" [0:30 - 1:30] The Problem "Traditional approach: You load a massive system prompt with expert knowledge - 5,000 tokens every single conversation. That adds up fast! With 100 conversations, you're burning through 500K tokens just on system prompts. That's $5-10 down the drain before you even start!" [1:30 - 2:30] The Solution "Enter World-Class+ Personas. These personas use 'Submarine Mode' - they consume ZERO tokens until you trigger them. Want a Full-Stack Developer? @persona:101-fullstack-dev. Need a UX Researcher? @persona:223-ux-researcher. That simple!" [2:30 - 3:30] Demo "Let me show you. I'm opening Claude Desktop with the MCP server running. Watch how I trigger personas... [Show actual demo of triggering personas and getting expert responses]" [3:30 - 4:30] Categories & Use Cases "There are 142 personas across 9 categories: - Engineering: 30 experts like Full-Stack Dev, DevOps, LLM Engineer - Design: 23 experts like UI/UX Designer, UX Researcher - Business: 35 experts like Product Manager, Scrum Master - AI & ML: 10 experts for data science and AI development And 5 more categories! Perfect for leaders making complex decisions." [4:30 - 5:00] Outro & CTA "This is 100% free and open source. Link in description. If you find this useful, please star the repo on GitHub - it really helps! Let me know in the comments which persona you're most excited to try. See you next time!" ``` --- ## 📱 Instagram/TikTok Caption ``` 🎯 142 AI Experts in Your Pocket Meet World-Class+ Personas: ✅ 80% token savings ✅ Evidence-based ✅ 9 categories ✅ Free & Open Source From Full-Stack Dev to Strategic Oracle, access world-class expertise instantly! 🚀 Link in bio 👆 #AI #Leadership #ProductivityHack #OpenSource #Claude #TechTools #AITools #DecisionMaking #MCP ``` --- ## 🎨 Visual Assets Suggestions ### Infographic Ideas: 1. **Token Savings Chart**: Before/After comparison 2. **Category Wheel**: 9 categories with persona counts 3. **Use Case Flow**: Problem → Persona → Solution 4. **ROI Calculator**: Cost savings over time ### Screenshot Opportunities: 1. Claude Desktop with persona activated 2. README badges section 3. Community folder with 142 files 4. Persona in action (actual conversation) ### Video Thumbnail Text: - "142 AI Experts FREE!" - "Save 80% on AI Costs" - "World-Class+ Personas" - "Game-Changing MCP" --- ## 📊 Analytics & Tracking ### URLs with UTM Parameters: ``` Twitter: https://github.com/seanshin0214/world-class-leadership-personas?utm_source=twitter&utm_medium=social&utm_campaign=launch LinkedIn: https://github.com/seanshin0214/world-class-leadership-personas?utm_source=linkedin&utm_medium=social&utm_campaign=launch Reddit: https://github.com/seanshin0214/world-class-leadership-personas?utm_source=reddit&utm_medium=social&utm_campaign=launch Email: https://github.com/seanshin0214/world-class-leadership-personas?utm_source=email&utm_medium=email&utm_campaign=launch ``` --- ## 🎯 Key Messages to Emphasize 1. **Token Savings**: 80%+ reduction in AI costs 2. **Quality**: World-Class+ with evidence-based practices 3. **Quantity**: 142 experts across 9 categories 4. **Free**: 100% open source, MIT license 5. **Proven**: Research-based, authoritative sources 6. **Easy**: Simple @persona:name activation 7. **Compatible**: Works with all major MCP clients --- ## 💡 Tips for Maximum Impact ### Timing: - Post on weekdays (Tue-Thu) for LinkedIn - Post mornings (7-9 AM) or evenings (6-8 PM) - Avoid weekends for professional content ### Hashtags: - Use 3-5 relevant hashtags - Mix popular (#AI, #OpenSource) with niche (#MCP, #Claude) - Create branded hashtag: #WorldClassPersonas ### Engagement: - Respond to ALL comments within 24 hours - Ask questions to encourage discussion - Tag relevant accounts (@anthropicai for Claude) - Cross-post across platforms --- ## 🚀 Launch Checklist - [ ] Update README with new badges - [ ] Commit and push to GitHub - [ ] Post on Twitter/X - [ ] Post on LinkedIn - [ ] Post on Reddit (r/ClaudeAI, r/MachineLearning) - [ ] Share in Discord communities (MCP, Claude) - [ ] Email to relevant newsletters - [ ] Create demo video - [ ] Submit to Product Hunt (optional) - [ ] Submit to Hacker News (Show HN) --- **Ready to spread the word! 🎉** Remember: Authentic engagement > promotional spam. Share value, answer questions, and build community!