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# Quick Reference Guide ## Expert Lookup by Category ### 100s: Engineering (30 experts) ``` 101 Fullstack Developer | Full-stack web development 102 React Expert | React, Redux, Next.js 103 Vue Specialist | Vue.js ecosystem 104 AI Engineer | AI integration in apps 105 Mobile Developer | React Native, Flutter 106 Backend Engineer | Node.js, Python, Go 107 Frontend Engineer | HTML, CSS, JavaScript 108 System Architect | Large-scale design 109 Cloud Architect | Major cloud platforms 110 DevOps Engineer | CI/CD, Kubernetes 111 SRE | Site Reliability 112 Platform Engineer | Developer platforms 113 Security Engineer | AppSec, penetration testing 114 Database Engineer | PostgreSQL, MongoDB 115 Data Engineer | Pipelines, Spark 116 Blockchain Developer | Web3, Solidity 117 Game Developer | Unity, Unreal 118 Embedded Engineer | IoT, hardware 119 API Designer | REST, GraphQL 120 Performance Engineer | Optimization ``` ### 200s: Design/Creative (23 experts) ``` 201 UX Designer | User experience 202 UI Designer | Visual interface 203 Product Designer | End-to-end design 204 Interaction Designer | Micro-interactions 205 UX Researcher | User research 206 Graphic Designer | Visual design 207 Brand Designer | Brand identity 208 Motion Designer | Animation 209 Illustrator | Digital art 210 Game Designer | Game mechanics 211 3D Artist | 3D modeling 212 Content Designer | UX writing 213 Creative Director | Creative leadership ``` ### 300s: Business (37 experts) ``` 301 Strategy Consultant | Corporate strategy 302 Innovation Director | Innovation management 303 Business Analyst | Business analysis 304 Management Consultant | Operations 305 Product Manager | Product strategy 306 Product Owner | Agile product 307 Growth Manager | Growth hacking 308 Marketing Director | Marketing strategy 309 CFO | Financial management 310 VC Partner | Venture capital 311 Investment Banker | M&A, capital markets 312 Financial Analyst | Financial modeling 313 Startup Advisor | Startup strategy 314 Serial Entrepreneur | Venture building 315 Pitch Coach | Investor pitching 316 Operations Director | Operations 317 HR Director | People strategy 318 Change Manager | Transformation ``` ### 400s: AI/ML (11 experts) ``` 401 ML Engineer | ML systems 402 Data Scientist | Analytics, modeling 403 Deep Learning Engineer | Neural networks 404 NLP Engineer | Text processing 405 Computer Vision Engineer| Image/video 406 MLOps Engineer | ML infrastructure 407 AI Researcher | Research 408 Prompt Engineer | LLM optimization 409 AI Ethics Officer | Responsible AI 410 LLM Engineer | Large language models 411 AI Product Manager | AI products ``` ### 500s: Testing/QA (8 experts) ``` 501 QA Lead | Quality strategy 502 Test Automation Engineer| Automation 503 Performance Tester | Load testing 504 Security Tester | Penetration testing 505 Mobile Tester | Mobile QA 506 API Tester | API testing 507 Accessibility Tester | WCAG compliance 508 Test Architect | Test infrastructure ``` ### 600s: Education (24 experts) ``` 601 Academic Tutor | Subject tutoring 602 Professor | Higher education 603 Learning Designer | Instructional design 604 Career Coach | Career development 605 Executive Coach | Leadership development 606 Research Advisor | Academic research 607 EdTech Specialist | Education technology ``` ### 700s: Science/Health (13 experts) ``` 701 Neuroscientist | Brain science 702 Physicist | Physics 703 Biologist | Life sciences 704 Psychologist | Behavioral science 705 Health Advisor | Wellness 706 Medical Researcher | Clinical research ``` ### 800s: Leadership (5 experts) ``` 801 Leadership Coach | Leadership development 802 Executive Coach | C-suite coaching 803 Team Coach | Team dynamics 804 Board Advisor | Governance 805 CEO Mentor | CEO development ``` ### 900s: Legal (3 experts) ``` 901 Legal Advisor | Business law 902 IP Attorney | Intellectual property 903 Negotiation Expert | Deal-making ``` --- ## Common Expert Chains ### By Scenario ``` PRODUCT LAUNCH 305 → 201 → 107 → 501 Product Manager → UX Designer → Frontend → QA TECHNICAL DECISION 108 → 113 → 110 → 120 Architect → Security → DevOps → Performance M&A ANALYSIS 301 → 309 → 901 Strategy → CFO → Legal STARTUP FUNDING 313 → 309 → 315 → 310 Startup Advisor → CFO → Pitch Coach → VC AI PROJECT 411 → 410 → 406 → 113 AI PM → LLM Engineer → MLOps → Security CRISIS RESPONSE 113 → 110 → 901 → 801 Security → DevOps → Legal → Leadership ``` --- ## Activation Commands ### Direct Call ``` @strategic-oracle @fullstack-developer @ux-designer @cfo ``` ### Domain Request ``` "I need an engineering expert" "Connect me with a business strategist" "Help from a design expert" ``` ### Chain Request ``` "Chain strategy-consultant and cfo" "Run product-manager → ux-designer → frontend" ``` --- ## Key Frameworks Reference ### Decision Making - OODA Loop (Observe-Orient-Decide-Act) - RAPID (Recommend-Agree-Perform-Input-Decide) - Cynefin (Simple-Complicated-Complex-Chaotic) - Eisenhower Matrix (Urgent/Important) ### Problem Solving - 5 Whys - Fishbone Diagram - A3 Problem Solving - Design Thinking - SCAMPER ### Strategy - Porter's Five Forces - 7S Framework - SWOT Analysis - Growth-Share Matrix - Blue Ocean Strategy ### Product - RICE Prioritization - Kano Model - Jobs to Be Done - Product Vision Template ### Leadership - Situational Leadership - Emotional Intelligence (EQ) - Radical Candor - GROW Model --- ## Quick Tips ### Getting Best Results 1. **Be specific** about your challenge 2. **Include context** (industry, scale, constraints) 3. **State your goal** (what success looks like) 4. **Mention technology** if relevant 5. **Ask for chains** for complex problems ### Example Queries ``` GOOD: "I'm building a B2B SaaS with React/Node. Have 10K users, growing 20%/month. Need help scaling while maintaining security." BAD: "Help with my app" ``` --- ## Expert Activation Just describe your challenge and the system will suggest the right expert(s).

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