# 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).