Persona MCP

# 📚 Persona Categories **142 World-Class+ Expert Personas organized by category** --- ## 🗂️ Category-Based Numbering System ``` 100-199: 💻 Engineering & Development (30 personas) - ALL World-Class+ 200-299: 🎨 Design & Creative (23 personas) - ALL World-Class+ 300-399: 💼 Business & Strategy (35 personas) - ALL World-Class+ 400-499: 🤖 Data, AI & ML (10 personas) - ALL World-Class+ 500-599: 🧪 Testing & QA (2 personas) - ALL World-Class+ 600-699: 📚 Education & Training (24 personas) - ALL World-Class+ 700-799: 🔬 Science & Research (13 personas) - ALL World-Class+ 800-899: 👔 Leadership & Management (2 personas) - ALL World-Class+ 900-999: ⚖️ Legal & Advisory (3 personas) - ALL World-Class+ ``` **⭐ ALL 142 Personas Upgraded to World-Class+ (v2.4.0)** Every persona now includes: - ✅ **Evidence-based practices** from authoritative sources - ✅ **Disruptive questions** to challenge assumptions - ✅ **Cross-disciplinary insights** for holistic problem-solving - ✅ **Ethical standards** and inclusive practices - ✅ **Continuous innovation** mindset --- ## 💻 100-199: Engineering & Development (30) **Core Development** - `101-fullstack-dev` - Full-stack web development expert - `102-react-expert` - React and modern frontend - `103-vue-specialist` - Vue.js ecosystem - `104-ai-engineer` - AI/ML engineering - `105-ai-engineer` - AI systems architecture - `106-data-engineer` - Data pipelines & infrastructure - `107-data-scientist-engineer` - Data science engineering - `108-devops-engineer` - DevOps & CI/CD - `109-devops-expert` - Cloud & infrastructure **Mobile & Platform** - `110-swift-ios-dev` - iOS development - `111-kotlin-android` - Android development **Backend & Data** - `112-sql-database-expert` - Database design & optimization - `113-docker-kubernetes` - Container orchestration - `114-graphql-expert` - GraphQL APIs - `115-ci-cd-engineer` - CI/CD pipelines - `116-blockchain-dev` - Blockchain development - `117-api-architect` - API design & architecture - `118-embedded-systems` - Embedded systems - `119-elasticsearch-expert` - Search & analytics - `120-rabbitmq-messaging` - Message queuing - `121-redis-caching` - Caching strategies **Languages & Security** - `122-rust-master` - Rust programming - `123-go-architect` - Go architecture - `124-python-master` - Python development - `125-python-master` - Python expertise - `126-security-expert` - Security engineering - `127-security-expert` - Cybersecurity - `128-systems-architect-identity` - Identity systems - `129-system-architect-expert` - System architecture - `130-openai-anthropic-engineer` - AI platform integration --- ## 🎨 200-299: Design & Creative (22) **Design & UX** - `201-ui-ux-designer` - UI/UX design (World-Class+) - `202-ux-design-expert` - User experience - `203-ux-design-expert` - UX strategy - `204-ux-designer-expert` - Design systems - `205-graphic-designer` - Visual design - `217-ux-copywriter` - UX writing - `223-ux-researcher` - ⭐ **NEW: User/UX Researcher** (World-Class+) **Content Creation** - `206-creative-writer` - Creative writing - `207-creative-writer` - Content creation - `208-screenwriter` - Screenplay writing - `209-poet` - Poetry & verse - `210-novelist` - Novel writing - `218-content-strategist` - Content strategy **Media Production** - `211-video-editor` - Video editing - `212-photographer` - Photography - `213-music-producer` - Music production - `214-animator` - Animation - `219-voiceover-artist` - Voice acting - `220-sound-designer` - Sound design - `221-illustrator` - Illustration - `222-comedian-writer` - Comedy writing **Game Design** - `215-game-designer` - Game design - `216-game-dev-unity` - Unity game development --- ## 💼 300-399: Business & Strategy (34) **Core Strategy** - `301-innovation-expert` - Innovation & disruption - `302-business-mgmt` - Business management - `303-strategy-consultant` - Strategic consulting - `304-ai-strategy-consultant` - AI strategy - `305-business-analytics` - Business analytics **Product & Growth** - `306-product-manager` - Product management - `307-product-strategist` - Product strategy - `308-product-strategist` - Product planning - `309-global-startup` - Global startup strategy - `310-disruptive-entrepreneur` - Entrepreneurship - `311-vp-innovation` - Innovation leadership **Finance & Operations** - `312-cfo-advisor` - Financial advisory - `313-sales-coach` - Sales strategy - `314-marketing-director` - Marketing leadership - `315-hr-consultant` - HR consulting - `316-operations-manager` - Operations management - `317-venture-capitalist` - VC & funding - `318-accountant` - Accounting & finance - `319-supply-chain` - Supply chain management **Customer & Brand** - `320-customer-success` - Customer success - `321-brand-strategist` - Brand strategy - `322-pr-specialist` - Public relations - `323-ecommerce-expert` - E-commerce - `324-real-estate-investor` - Real estate - `325-franchise-consultant` - Franchising **Strategic Advisory** - `326-strategic-oracle` - Strategic foresight - `327-governance-guardian` - Corporate governance - `328-human-dynamics-architect` - Organizational dynamics - `329-market-experience-creator` - Market strategy - `330-execution-capital-alchemist` - Execution excellence - `331-agile-growth-architect` - Growth strategy - `332-sustainability-policy-shaper` - ESG & sustainability - `333-business-storyteller-ai` - Business storytelling - `334-digital-transformation-leader` - Digital transformation - `337-scrum-master` - ⭐ **NEW: Scrum Master** (World-Class+, based on 2020 Scrum Guide) --- ## 🤖 400-499: Data, AI & ML (10) **Data Science & ML** - `401-data-scientist-expert` - Data science - `402-tensorflow-ml` - TensorFlow & ML - `403-pytorch-researcher` - PyTorch research **AI Strategy & Ethics** - `404-ai-ethics-governance-expert` - AI ethics - `405-ai-master-instructor` - AI education - `406-c-level-ai-champion` - C-level AI strategy - `407-c-level-ai-learner` - AI for executives - `408-management-consultant-ai` - AI consulting **LLM & Agent Development** ⭐ NEW - `410-llm-engineer` - ⭐ **NEW: LLM Engineer** (World-Class+, Transformers, Prompt Engineering, Deployment) - `411-ai-agent-developer` - ⭐ **NEW: AI Agent Developer** (World-Class+, Autonomous Systems, Multi-Agent) --- ## 🧪 500-599: Testing & QA (2) **Quality Assurance** - `501-world-class-tester` - ⭐ **World-Class Testing Expert** (formerly 138) - IEEE/OWASP/NRC standards - 5-Phase testing workflow - Auto-references testing documentation - Manual + E2E + Performance + Security - `502-qa-test-engineer` - QA testing & automation --- ## 📚 600-699: Education & Training (24) **Higher Education** - `601-education-policy` - Education policy - `602-intl-education` - International education - `603-student-mobility` - Student mobility - `604-education-analytics` - Education analytics - `605-elite-tutor` - Elite tutoring - `606-college-consultant` - College consulting - `607-university-president` - University leadership **K-12 & Subject Teaching** - `608-science-teacher` - Science education - `609-science-teacher` - Science teaching - `610-math-teacher` - Mathematics teaching - `611-physics-tutor` - Physics tutoring - `612-language-coach` - Language learning - `613-writing-coach` - Writing instruction - `614-test-prep-tutor` - Test preparation **Specialized Education** - `615-study-skills-coach` - Study skills - `616-special-education` - Special education - `617-early-childhood-ed` - Early childhood - `618-stem-educator` - STEM education - `619-esl-teacher` - ESL teaching - `620-online-instructor` - Online teaching - `621-music-teacher` - Music education **Executive Education** - `622-executive-education-facilitator` - Executive training - `623-dtpl-document-architect` - Documentation - `624-fortune500-case-study-expert` - Case studies --- ## 🔬 700-799: Science & Research (13) **Life Sciences** - `701-neuroscientist` - Neuroscience - `703-biotechnologist` - Biotechnology - `709-epidemiologist` - Epidemiology - `711-pharmacologist` - Pharmacology **Physical Sciences** - `702-quantum-physicist` - Quantum physics - `704-climate-scientist` - Climate science - `705-chemist` - Chemistry - `706-astronomer` - Astronomy - `708-materials-scientist` - Materials science - `710-geologist` - Geology **Applied Sciences** - `707-ecologist` - Ecology - `712-statistician` - Statistics - `713-prehistoric-art-expert` - Art history & archaeology --- ## 👔 800-899: Leadership & Management (2) **Executive Leadership** - `801-world-class-leadership-coach` - ⭐ **Leadership Coaching** (formerly 137) - Executive coaching & development - Leadership transformation - Team dynamics - `802-ethical-technologist` - Ethical tech leadership --- ## ⚖️ 900-999: Legal & Advisory (3) **Legal Expertise** - `901-legal-advisor` - General legal advisory - `902-harvard-law-dispute` - Dispute resolution - `903-harvard-phd-negotiation` - Negotiation strategy --- ## 🔍 How to Use Categories ### By Number Range ``` "Show me all Engineering personas (100-199)" "I need a Design expert (200-299)" "Looking for Business strategy (300-399)" ``` ### By Category ``` "@persona:501-world-class-tester" - Testing expert "@persona:801-world-class-leadership-coach" - Leadership "@persona:326-strategic-oracle" - Strategic advisory ``` ### Smart Search ``` "I need help with React" → Suggests 102-react-expert "Testing my app" → Suggests 501-world-class-tester "Product strategy" → Suggests 306-product-manager or 307-product-strategist ``` --- ## 📊 Category Statistics | Category | Range | Count | Top Use Cases | |----------|-------|-------|---------------| | Engineering | 100-199 | 30 | Development, DevOps, Architecture | | Design | 200-299 | 22 | UI/UX, Content, Media Production | | Business | 300-399 | 34 | Strategy, Operations, Marketing | | AI & ML | 400-499 | 8 | Data Science, AI Ethics, ML | | Testing | 500-599 | 2 | QA, Test Automation | | Education | 600-699 | 24 | Teaching, Training, Tutoring | | Science | 700-799 | 13 | Research, Lab Work, Analysis | | Leadership | 800-899 | 2 | Executive Coaching, Ethics | | Legal | 900-999 | 3 | Legal Advisory, Negotiation | **Total: 138 World-Class Expert Personas** --- ## 🆕 What's New in v2.1.0 ### Category-Based Organization - ✅ **100-unit numbering system** for easy navigation - ✅ **9 clear categories** covering all business needs - ✅ **Backward compatibility** - Old numbers still work via aliases - ✅ **Smart suggestions** based on category ### Featured Updates - **501-world-class-tester** (formerly 138) - Now in Testing category (500s) - Auto-references comprehensive testing documentation - 5-Phase systematic workflow - **801-world-class-leadership-coach** (formerly 137) - Now in Leadership category (800s) - Executive coaching focus ### Migration Notes ``` Old Number → New Number 138 → 501 (World-Class Tester) 137 → 801 (Leadership Coach) 001-108 → Distributed across categories ``` --- ## 💡 Best Practices ### Project-Specific Selection ``` Web App Project: - 101-fullstack-dev (Engineering) - 201-ui-ux-designer (Design) - 501-world-class-tester (Testing) - 306-product-manager (Business) AI Product: - 104-ai-engineer (Engineering) - 401-data-scientist-expert (AI & ML) - 404-ai-ethics-governance-expert (Ethics) - 304-ai-strategy-consultant (Strategy) Startup Launch: - 310-disruptive-entrepreneur (Business) - 317-venture-capitalist (Funding) - 314-marketing-director (Marketing) - 801-world-class-leadership-coach (Leadership) ``` ### Category Chaining ``` Complex Decision: 1. 326-strategic-oracle (Strategy assessment) 2. 330-execution-capital-alchemist (Financial modeling) 3. 327-governance-guardian (Risk evaluation) 4. 801-world-class-leadership-coach (Team alignment) ``` --- ## 🔗 Related Documentation - [World-Class Tester Guide](docs/WORLD_CLASS_TESTER_PERSONA.md) - [MCP Usage Guide](docs/MCP_TESTER_USAGE.md) - [Contributing Guide](CONTRIBUTING.md) - [Main README](README.md)