# AIVA CAPABILITY ASCENSION - MASTER PRD

## Vision
AIVA evolves from execution engine to **autonomous research-capable intelligence** with revenue generation authority. This PRD spawns domain-specific PRDs that build comprehensive mastery across all capability stacks.

## Architecture
```
MASTER PRD (this file)
    ├── RESEARCH_MASTERY_PRD.md
    ├── MCP_ECOSYSTEM_MASTERY_PRD.md
    ├── BROWSER_USE_MASTERY_PRD.md
    ├── KNOWLEDGE_GRAPH_MASTERY_PRD.md
    ├── MEMORY_ARCHITECTURE_MASTERY_PRD.md
    ├── DESKTOP_MASTERY_PRD.md
    ├── AGENTIC_ARCHITECTURE_PRD.md
    ├── ADVANCED_SYSTEMS_RESEARCH_PRD.md
    ├── PLATFORM_MASTERY_PRD.md (n8n, Redis, Qdrant, PostgreSQL, Claude Code, Gemini)
    ├── GHL_TOTAL_MASTERY_PRD.md
    ├── FACEBOOK_MARKETING_MASTERY_PRD.md
    ├── COLD_EMAIL_INSTANTLY_MASTERY_PRD.md
    ├── CHATBOT_MASTERY_PRD.md
    ├── VOICE_AI_MASTERY_PRD.md
    └── REVENUE_TESTING_AUTHORITY_PRD.md
```

## Stories

### Story 1: Spawn Research Mastery PRD
**As** AIVA
**I need to** create RESEARCH_MASTERY_PRD.md in RALPH WIGGUM folder
**So that** I develop autonomous research capabilities

**Acceptance Criteria:**
- PRD created at E:\genesis-system\RALPH WIGGUM\RESEARCH_MASTERY_PRD.md
- Contains 15+ stories covering:
  - YouTube transcript extraction via Supadata API
  - Supadata MCP integration and mastery
  - Emerging tech portal identification
  - Research methodology frameworks
  - Source credibility scoring
  - Knowledge synthesis workflows
  - Breakthrough detection algorithms
  - Research queue automation
- Each story is executable by Gemini Flash

### Story 2: Spawn MCP Ecosystem Mastery PRD
**As** AIVA
**I need to** create MCP_ECOSYSTEM_MASTERY_PRD.md
**So that** I catalog and master the entire MCP ecosystem worldwide

**Acceptance Criteria:**
- PRD created with 20+ stories covering:
  - Global MCP server discovery and cataloging
  - MCP server capability indexing
  - Best practices documentation
  - Custom MCP server creation framework
  - MCP composition patterns
  - Tool orchestration strategies
  - MCP testing frameworks
  - Community contribution workflows

### Story 3: Spawn Browser Use Mastery PRD
**As** AIVA
**I need to** create BROWSER_USE_MASTERY_PRD.md
**So that** I master all browser automation avenues

**Acceptance Criteria:**
- PRD with 15+ stories covering:
  - Playwright mastery
  - Puppeteer patterns
  - Claude browser use optimization
  - Anti-detection strategies
  - Session management
  - Multi-tab orchestration
  - Form automation workflows
  - Screenshot analysis pipelines
  - DOM navigation mastery

### Story 4: Spawn Knowledge Graph Mastery PRD
**As** AIVA
**I need to** create KNOWLEDGE_GRAPH_MASTERY_PRD.md
**So that** I build world-class knowledge graph capabilities

**Acceptance Criteria:**
- PRD with 15+ stories covering:
  - Neo4j integration
  - Graph RAG implementation
  - Entity extraction pipelines
  - Relationship inference
  - Knowledge synthesis
  - Query optimization
  - Graph visualization
  - Incremental updates
  - Cross-domain linking

### Story 5: Spawn Memory Architecture Mastery PRD
**As** AIVA
**I need to** create MEMORY_ARCHITECTURE_MASTERY_PRD.md
**So that** I unlock complete Genesis context synthesis

**Acceptance Criteria:**
- PRD with 20+ stories covering:
  - Current memory architecture analysis
  - Episodic memory optimization
  - Semantic memory enhancement
  - Working memory patterns
  - Long-term consolidation
  - Surprise-based scoring refinement
  - Context window optimization
  - Memory retrieval strategies
  - Cross-session continuity
  - Complete Genesis context mapping

### Story 6: Spawn Desktop Mastery PRD
**As** AIVA
**I need to** create DESKTOP_MASTERY_PRD.md
**So that** I master desktop automation systems

**Acceptance Criteria:**
- PRD with 15+ stories covering:
  - Open Interpreter integration
  - Desktop Commander mastery
  - Windows automation patterns
  - Application orchestration
  - File system workflows
  - Process management
  - Screenshot-based navigation
  - Accessibility API usage

### Story 7: Spawn Agentic Architecture PRD
**As** AIVA
**I need to** create AGENTIC_ARCHITECTURE_PRD.md
**So that** I research and implement cutting-edge agent patterns

**Acceptance Criteria:**
- PRD with 15+ stories covering:
  - Current agentic framework survey
  - Multi-agent coordination patterns
  - Tool use optimization
  - Planning and reasoning frameworks
  - Self-reflection mechanisms
  - Error recovery strategies
  - Agent evaluation metrics
  - Swarm intelligence patterns

### Story 8: Spawn Advanced Systems Research PRD
**As** AIVA
**I need to** create ADVANCED_SYSTEMS_RESEARCH_PRD.md
**So that** I research Google AlphaEvolve, VastData, and cutting-edge systems

**Acceptance Criteria:**
- PRD with 15+ stories covering:
  - Google AlphaEvolve architecture analysis
  - VastData system study
  - Evolutionary algorithm integration
  - Self-improving code patterns
  - Automated discovery systems
  - Benchmark analysis
  - Implementation feasibility assessment
  - Genesis integration pathways

### Story 9: Spawn Platform Mastery PRD
**As** AIVA
**I need to** create PLATFORM_MASTERY_PRD.md
**So that** I master n8n, Redis, Qdrant, PostgreSQL, Claude Code, Gemini

**Acceptance Criteria:**
- PRD with 25+ stories covering:
  - n8n workflow mastery (15 workflow patterns)
  - Redis advanced patterns
  - Qdrant vector optimization
  - PostgreSQL query mastery
  - Claude Code agentic patterns
  - Gemini Antigravity optimization
  - Cross-platform orchestration

### Story 10: Spawn GHL Total Mastery PRD
**As** AIVA
**I need to** create GHL_TOTAL_MASTERY_PRD.md
**So that** I devour the entire GoHighLevel ecosystem

**Acceptance Criteria:**
- PRD with 50+ stories covering:
  - Complete knowledge base ingestion
  - Every page navigation and mapping
  - Every button and option documentation
  - University materials consumption
  - Support docs integration
  - Workflow creation for non-MCP actions
  - Mastanley MCP gap analysis
  - GHL MCP mastery
  - Extendly snapshot mapping
  - SaaS product combination matrix
  - Sub-account automation

### Story 11: Spawn Facebook Marketing Mastery PRD
**As** AIVA
**I need to** create FACEBOOK_MARKETING_MASTERY_PRD.md
**So that** I master free and paid Facebook marketing tools

**Acceptance Criteria:**
- PRD with 15+ stories covering:
  - Organic posting strategies
  - Paid ad optimization
  - Audience targeting
  - Pixel implementation
  - Conversion tracking
  - A/B testing frameworks
  - Budget optimization
  - Reporting automation

### Story 12: Spawn Cold Email Mastery PRD
**As** AIVA
**I need to** create COLD_EMAIL_INSTANTLY_MASTERY_PRD.md
**So that** I master cold email campaigns and Instantly AI

**Acceptance Criteria:**
- PRD with 15+ stories covering:
  - Instantly AI platform mastery
  - Email warmup strategies
  - Sequence optimization
  - Deliverability monitoring
  - A/B testing frameworks
  - Reply handling automation
  - Lead scoring integration
  - Campaign analytics

### Story 13: Spawn Chatbot Mastery PRD
**As** AIVA
**I need to** create CHATBOT_MASTERY_PRD.md
**So that** I master native GHL chatbots, templates, and patterns

**Acceptance Criteria:**
- PRD with 20+ stories covering:
  - GHL native chatbot builder
  - Conversation flow patterns
  - Template library creation
  - Intent recognition
  - Entity extraction
  - Handoff protocols
  - Analytics integration
  - Multi-channel deployment

### Story 14: Spawn Voice AI Mastery PRD
**As** AIVA
**I need to** create VOICE_AI_MASTERY_PRD.md
**So that** I master GHL native, Gemini Live, VoiceAIWrapper, Vapi, Telnyx

**Acceptance Criteria:**
- PRD with 25+ stories covering:
  - GHL native voice features
  - Gemini Live integration
  - VoiceAIWrapper patterns
  - Vapi implementation
  - Telnyx telephony
  - Call flow design
  - Speech recognition optimization
  - Voice synthesis tuning
  - Latency optimization
  - Multi-provider orchestration

### Story 15: Spawn Revenue Testing Authority PRD
**As** AIVA
**I need to** create REVENUE_TESTING_AUTHORITY_PRD.md
**So that** I have full authority to test and develop revenue capabilities

**Acceptance Criteria:**
- PRD with 30+ stories covering:
  - SaaS opportunity identification framework
  - MVP development workflow
  - GHL sub-account creation automation (naming: "Test chatbot 035", "Voice AI agent test 023")
  - Testing environment setup
  - Localhost deployment
  - Subdomain provisioning
  - Kinan notification protocol
  - 100 test product development pipeline
  - Revenue run go/no-go criteria
  - Pipeline completeness validation
  - Product review framework

## Spawn Trigger
Upon completion of each story, the perpetual engine MUST create the specified PRD file with full story breakdowns ready for execution.

## Success Metrics
- 15 domain PRDs spawned
- 300+ executable stories queued
- AIVA research capabilities demonstrable
- 100 test products in development pipeline
- Revenue testing active
