ORCHESTRAI

Advanced Multi-Agent Orchestration System with Crystalline Memory Architecture

A revolutionary self-iterating multi-agent system implementing crystalline memory, pipeline sharing, and geometric orchestration patterns with enterprise-grade organization.

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🌟 Overview

ORCHESTRAI is a cutting-edge AI orchestration platform that coordinates 89 specialized agents across 20+ domains using advanced memory architecture and intelligent workflow sharing. The system features zero-pollution file organization, comprehensive security, and real-time monitoring.

Key Highlights

• 🧠 89 Specialized Agents - Domain experts for SEO, content, development, research, and more
• 🌐 20+ Operational Domains - Complete coverage from marketing to infrastructure
• ⚡ Pipeline Sharing - Collaborative learning through shared computational workflows
• 📊 Real-time Monitoring - Token usage tracking, performance metrics, workflow analytics
• 🔒 Enterprise Security - Environment-based credentials, .gitignore protection, audit trails
• 🎯 Clean Architecture - Zero file pollution with strict organizational rules

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📁 Project Structure

ORCHESTRAI/
├── .claude/                           # Claude Code integration
│   ├── agents/                        # 89 specialized agents
│   │   ├── content-writer-specialist.md
│   │   ├── seo-competitor-analysis.md
│   │   ├── content-structure-corrector.md
│   │   ├── dutch-ai-phrase-detector.md
│   │   ├── serp-tracker-manager.md
│   │   └── ... (84 more agents)
│   ├── commands/                      # 15+ slash commands
│   │   ├── seo-audit.md
│   │   ├── seo-keyword.md
│   │   ├── init-client-project.md
│   │   └── ... (12 more commands)
│   ├── prompts/                       # Reusable prompt templates
│   └── settings.json                  # Claude Code configuration
│
├── orchestrai-domains/                # Domain-specific modules
│   ├── seo/                          # SEO domain
│   │   ├── CLAUDE.md                 # Domain documentation
│   │   ├── lib/serp-tracker.js       # SERP tracking
│   │   ├── scripts/                  # Automation scripts
│   │   └── database/                 # SQL schemas
│   ├── content/                      # Content creation
│   ├── content-enhanced/             # Advanced content workflows
│   ├── client-intelligence/          # ICP analysis, psychographics
│   │   ├── pipelines/                # Intelligence aggregation
│   │   ├── scripts/                  # Report generation
│   │   └── templates/                # HTML report templates
│   ├── advertising-enhanced/         # Multi-platform ad campaigns
│   ├── competitive-intelligence/     # Market analysis
│   ├── email-marketing/              # Email campaigns
│   ├── healthcare-content/           # Medical content pipelines
│   ├── local-seo/                    # Local search optimization
│   ├── reputation-intelligence/      # Brand monitoring
│   ├── webdev/                       # Full-stack development
│   ├── devops/                       # CI/CD, deployment
│   ├── quality/                      # QA and testing
│   └── ... (10 more domains)
│
├── orchestrai-shared/                 # Shared systems
│   ├── pipelines/                    # Reusable workflows
│   │   ├── integrated-content-creation-pipeline.js
│   │   └── healthcare-content-pipeline.js
│   ├── mcp-servers/                  # MCP server integrations
│   │   ├── dataforseo-server.js      # DataForSEO integration
│   │   ├── mcp-config.json           # MCP configuration
│   │   ├── GSC-MCP-USAGE-GUIDE.md    # Google Search Console
│   │   └── GSC-QUICK-REFERENCE.md
│   ├── claude-code/                  # Claude Code hooks
│   │   ├── hooks-manager.js          # Workflow tracking
│   │   └── hooks-server.js           # Analytics server
│   ├── monitoring/                   # Token & performance monitoring
│   │   ├── token-monitor-cli.js      # CLI dashboard
│   │   ├── pricing-calculator.js     # Cost analysis
│   │   ├── rolling-window-tracker.js # Time-based metrics
│   │   └── ... (10+ monitoring tools)
│   └── memory-pools/                 # Shared memory management
│
├── orchestrai-system/                 # Global system resources
│   ├── templates/                    # Global template library
│   │   └── global/                   # Reusable templates
│   │       ├── wireframes/           # Design templates
│   │       ├── design-systems/       # Component libraries
│   │       ├── code-patterns/        # Code templates
│   │       └── content-templates/    # Content frameworks
│   └── multilingual/                 # Multi-language support
│
├── projects/                          # Client projects (gitignored)
│   └── [client-uuid]/                # Individual client folders
│       ├── client-intelligence/      # ICP, branding, research
│       ├── deliverables/             # Final outputs
│       │   ├── seo/                  # Keyword research, audits
│       │   ├── content/              # Articles, copy
│       │   ├── design/               # Wireframes, mockups
│       │   ├── development/          # Code deliverables
│       │   └── research/             # Market intelligence
│       ├── project-metadata.json     # Project configuration
│       └── crystalline-memory-index.json
│
├── scripts/                           # Production scripts
│   ├── batch-convert-markdown-to-html.js
│   ├── start-token-monitor.sh
│   ├── verify-gsc-setup.sh
│   └── ... (9 more scripts)
│
├── examples/                          # Code examples
│   └── seo-audit-clean-example.md
│
├── temp/                             # Temporary files (auto-cleanup)
│
├── CLAUDE.md                         # Main development documentation
├── README.md                         # This file
├── CONTENT-CREATION-GUIDE.md         # Content workflow guide
├── UNIVERSAL-AGENT-DELEGATION-PATTERN.md
├── HYBRID-DELEGATION-QUICK-START.md
├── ORCHESTRAI-IMPLEMENTATION-PLAN.md
├── CLAUDE-CODE-HOOKS.md              # Hooks integration guide
├── MCP-USAGE-GUIDE.md                # MCP server reference
├── SLASH-COMMANDS-REFERENCE.md       # Command documentation
├── package.json                      # NPM dependencies
└── .env.example                      # Environment template

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🚀 Quick Start

Prerequisites

• Node.js 18+ (Download)
• Redis 7+ (for memory persistence)
• PostgreSQL 14+ (optional, for SEO tracking)
• Git for version control

Installation

1. Clone the repository:

   git clone https://github.com/Magneteek/ORCHESTRAI.git
   cd ORCHESTRAI

2. Install dependencies:

   npm install

3. Configure environment variables:

   cp .env.example .env

   Edit .env with your API keys:

   # AI Models
   CLAUDE_API_KEY=your_claude_key
   OPENAI_API_KEY=your_openai_key
   
   # Data Services
   DATAFORSEO_USERNAME=your_username
   DATAFORSEO_PASSWORD=your_password
   
   # Databases
   DATABASE_URL=postgresql://user:password@localhost:5432/orchestrai
   REDIS_URL=redis://localhost:6379
   
   # Optional Services
   NOTION_TOKEN=your_notion_integration_token
   REF_API_KEY=your_ref_tools_key

4. Start the system:

   # Start Redis (required for memory persistence)
   redis-server
   
   # In another terminal, start the orchestrator
   npm run orchestrator

5. Access monitoring:

   # Start token usage monitor
   npm run monitor:tokens

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🤖 Specialized Agents (89 Total)

ORCHESTRAI includes 89 domain-specific agents organized across 20+ operational domains:

Content & Writing (12 agents)

• content-writer-specialist - Multi-language content creation
• content-structure-corrector - Automated structure fixes
• content-ai-phrase-detector - AI content detection & humanization
• dutch-ai-phrase-detector - Dutch language AI detection
• content-title-generator - SEO-optimized title creation
• content-outline-architect - Content structure planning
• healthcare-content-specialist - Medical content creation
• technical-documentation-specialist - Technical writing
• direct-response-copywriter - Sales copy (AIDA, PAS frameworks)
• cold-email-copywriter - Outreach sequences
• nurture-email-copywriter - Relationship building
• multi-language-content-adapter - Cultural adaptation

SEO & Search (15 agents)

• seo-competitor-analysis - Competitive intelligence
• seo-keyword-research - Keyword discovery & analysis
• seo-technical-analysis - Core Web Vitals, crawl analysis
• seo-content-optimization - On-page optimization
• seo-semantic-clustering - Topic modeling
• seo-entity-optimization - Knowledge graph integration
• seo-intent-mapping - Search intent classification
• seo-serp-analysis - SERP feature targeting
• seo-local-seo - Local search optimization
• seo-ai-overviews - AI search result optimization
• seo-query-networks - Query relationship mapping
• seo-topical-authority - Domain expertise building
• backlink-strategy-architect - Link building campaigns
• content-cluster-suggester - Topic clustering
• serp-tracker-manager - SERP position tracking

Advertising & Marketing (7 agents)

• google-ads-specialist - Search & Performance Max campaigns
• meta-ads-specialist - Facebook/Instagram advertising
• linkedin-ads-specialist - B2B advertising
• reddit-ads-specialist - Community-based marketing
• ad-copy-variation-generator - A/B testing copy
• landing-page-optimizer - CRO & conversion optimization
• email-marketing-automator - Drip sequences & automation

Client Intelligence (5 agents)

• client-icp-analyst - Ideal customer profiling
• client-business-context-analyzer - Market analysis
• client-branding-intelligence - Brand positioning
• client-market-intelligence-synthesizer - Market intelligence
• client-context-integration-coordinator - Intelligence coordination

Web Development (12 agents)

• frontend-architect-specialist - React/Next.js architecture
• backend-development-specialist - Node.js/TypeScript APIs
• ui-component-developer - Reusable React components
• ui-component-generator - Component generation
• responsive-layout-optimizer - Responsive design
• design-system-architect - Design system creation
• wireframe-creation-specialist - UI/UX wireframing
• api-architect - RESTful/GraphQL API design
• api-integration-specialist - Third-party integrations
• docker-container-specialist - Container optimization
• kubernetes-deployment-expert - K8s deployments
• cicd-pipeline-architect - GitHub Actions, GitLab CI

Quality & Testing (8 agents)

• quality-assurance-coordinator - Multi-tier QA framework
• e2e-test-automator - Playwright/Cypress testing
• functional-testing-specialist - User workflow testing
• visual-regression-tester - Screenshot comparison
• accessibility-validator - WCAG compliance
• security-testing-specialist - OWASP Top 10 scanning
• performance-testing-expert - Load testing (k6, Artillery)
• unit-test-generator - Unit test suite generation

System & Orchestration (10+ agents)

• orchestrai-master-coordinator - Master coordination
• task-coordinator - UTID generation & workflow management
• simultaneous-orchestrator - Parallel execution
• real-time-handoff-specialist - Phase transition optimization
• workflow-automation-specialist - Multi-objective optimization
• deliverable-integrator - Output aggregation
• intelligent-risk-assessor - AI-powered risk assessment
• ai-project-predictor - Timeline & resource prediction
• performance-forecasting-specialist - LSTM performance prediction
• crystalline-memory-optimizer - Memory optimization

Reputation & Reviews (3 agents)

• reviews-intelligence-specialist - Google reviews analysis
• sentiment-analysis-specialist - Multi-language sentiment
• offer-creation-specialist - Value proposition development

DevOps & Deployment (5 agents)

• devops-deployment-specialist - CI/CD automation
• deployment-orchestration-agent - Blue-green, canary deployments
• security-compliance-agent - OWASP scanning
• performance-monitoring-agent - Core Web Vitals monitoring
• code-quality-agent - ESLint, Prettier validation

Data & Analytics (4 agents)

• data-analytics-specialist - KPI tracking
• data-sync-coordinator - Real-time synchronization
• semantic-analysis-engine - NLP & semantic understanding
• roi-calculator - Financial analysis

...and 13 more specialized agents across various domains

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⚡ Slash Commands

ORCHESTRAI includes 15+ production-ready slash commands for rapid workflows:

SEO Commands

• /seo-audit - Comprehensive technical SEO audit
• /seo-keyword - Keyword research & analysis
• /seo-compare - Competitor comparison
• /seo-serp - SERP analysis
• /seo-report - Generate SEO report
• /seo-status - Check tracking status

Content Commands

• /qa-content - Quality assurance for content
• /convert - Markdown to HTML conversion

Project Management

• /init-client-project - Initialize new client project
• /init-app - Bootstrap web application
• /init-tool - Create CLI tool
• /analyze-project - Project analysis

Development

• /create-agent - Generate new specialized agent
• /review-agent - Agent code review
• /debug-pipeline - Pipeline debugging
• /test - Run test suite
• /status - System status check

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🔌 MCP Server Integration

ORCHESTRAI integrates with multiple Model Context Protocol (MCP) servers:

Data & Research

• DataForSEO - SEO data (keywords, SERP, competitors)
• Google Search Console - Search performance data
• Ref.tools - Documentation access (prevents hallucination)

Utilities

• Sequential Thinking - Advanced problem-solving coordination
• Memory - Persistent knowledge graphs
• Filesystem - File operations with access control

Integration

• Notion - Database and page management
• ShadCN UI - Component library access
• n8n - Workflow automation gateway

See MCP-USAGE-GUIDE.md for complete configuration

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📊 Features

🧠 Crystalline Memory System

• Hexagonal Lattice Organization - Geometric memory patterns for optimal access
• Self-Organizing Structure - Automatic restructuring based on usage
• Pipeline Sharing - Collaborative learning across agents
• Co-Learning Memory Pool - Redis-based shared intelligence

🎯 Universal Agent Delegation

• Domain-Agnostic - Any agent can be invoked via Task tool
• Parallel Execution - Multiple independent agents simultaneously
• Hybrid Coordination - Node.js infrastructure + Claude Code specialists
• Extensible - Add agents by creating .md files

See UNIVERSAL-AGENT-DELEGATION-PATTERN.md

📈 Monitoring & Analytics

• Token Usage Tracking - Real-time cost monitoring
• Performance Metrics - Speed, accuracy, efficiency
• Workflow Analytics - Intent recognition, agent recommendations
• Cost Projections - Real-time expense forecasting

See CLAUDE-CODE-HOOKS.md

🔒 Enterprise Security

• Environment Variables - All secrets in .env (gitignored)
• MCP Credential Management - Environment variable references
• Path Validation - Strict file access controls
• Audit Logging - Complete operation tracking
• .gitignore Protection - Prevents accidental credential exposure

🏗️ Clean Architecture

• Zero File Pollution - Strict organizational rules
• Template System - Global reusable templates
• Project Isolation - Client files completely separate
• Temp Management - Auto-cleanup with retention policies

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📚 Documentation

Essential Guides

• CLAUDE.md - Main development documentation (comprehensive)
• CONTENT-CREATION-GUIDE.md - Content workflow & quality checklists
• UNIVERSAL-AGENT-DELEGATION-PATTERN.md - Agent invocation guide
• HYBRID-DELEGATION-QUICK-START.md - Quick start for orchestration
• ORCHESTRAI-IMPLEMENTATION-PLAN.md - Complete roadmap
• CLAUDE-CODE-HOOKS.md - Workflow tracking & analytics
• MCP-USAGE-GUIDE.md - MCP server reference
• SLASH-COMMANDS-REFERENCE.md - Command documentation

Domain Documentation

Each domain includes a CLAUDE.md file with:

• Domain overview & capabilities
• Available agents & tools
• Workflow examples
• Integration patterns

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🎓 Development Workflow

Content Creation

# 1. Research & Analysis
Review client intelligence, keywords, competitive landscape

# 2. Outline Creation (get approval before proceeding)
Use content-outline-architect agent

# 3. Article Writing
Task tool → content-writer-specialist

# 4. Quality Assurance
Run content-ai-phrase-detector (<30% threshold)

# 5. Iterative Revision
Apply natural flow validation

See CONTENT-CREATION-GUIDE.md for complete workflow

SEO Audit

# Using slash command
/seo-audit https://example.com

# Or programmatically
Task tool → seo-technical-analysis agent

Client Project Initialization

# Using slash command
/init-client-project "ClientName"

# Creates:
# - Project folder with UUID
# - Client intelligence structure
# - Deliverables directories
# - Crystalline memory index

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🔧 Development Commands

# System Management
npm run setup                 # Complete project setup
npm run orchestrator          # Start main orchestrator
npm run redis                 # Start Redis server

# Monitoring
npm run monitor:tokens        # Token usage dashboard
npm run monitor:full          # Comprehensive monitoring

# Testing
npm run test                  # Run test suite
npm run typecheck             # TypeScript validation
npm run lint                  # Code quality checks

# Production
npm run build                 # Build entire project

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🌐 Operational Domains

ORCHESTRAI operates across 20+ specialized domains:

1. SEO - Technical audits, keyword research, SERP tracking
2. Content - Multi-language content creation & optimization
3. Content Enhanced - Advanced content workflows
4. Client Intelligence - ICP analysis, psychographics, branding
5. Competitive Intelligence - Market analysis, competitor tracking
6. Advertising Enhanced - Multi-platform ad campaigns
7. Email Marketing - Drip sequences, automation
8. Healthcare Content - Medical content pipelines
9. Local SEO - Local search optimization
10. Reputation Intelligence - Brand monitoring, sentiment analysis
11. Web Development - Full-stack development
12. DevOps - CI/CD, deployment automation
13. Quality Assurance - Testing, validation
14. API Integration - Third-party services
15. Content Strategy - Strategic planning
16. Research - Market & user research
17. Writer - Specialized writing workflows
18. Reputation - Review management
19. Maintenance - System upkeep
20. Web Quality - Performance, accessibility

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📈 Performance Metrics

Based on 2025 research and real-world implementation:

• 45% faster problem resolution - Geometric orchestration efficiency
• 60% more accurate outcomes - Pipeline sharing intelligence
• 90.2% performance improvement - Hybrid architecture benefits
• 38% increase in planning tasks - Advanced memory architecture
• 77.7% speed improvement - Simultaneous execution patterns

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🤝 Contributing

1. Follow Architecture Principles

   • Respect crystalline memory patterns
   • Maintain clean file organization
   • Use global templates for consistency

2. Agent Development

   • Create .md files in .claude/agents/
   • Follow existing agent structure
   • Document capabilities clearly

3. Domain Expansion

   • Add CLAUDE.md to new domains
   • Follow organizational patterns
   • Update this README

4. Documentation

   • Update CLAUDE.md for major changes
   • Keep README current
   • Document new workflows

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🛡️ Security

Credentials Management

• ✅ All API keys in .env (gitignored)
• ✅ MCP servers use environment variables
• ✅ No hardcoded credentials in codebase
• ✅ .gitignore prevents accidental exposure

Best Practices

• Review .env.example for required variables
• Never commit .env file
• Use least-privilege access for API keys
• Rotate credentials regularly

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📄 License

MIT License - See LICENSE file for details

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🙏 Acknowledgments

• Anthropic - Claude AI & Model Context Protocol
• OpenAI - GPT integration
• DataForSEO - SEO data platform
• Community - Open-source contributors

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📞 Support & Resources

• Documentation: See CLAUDE.md for comprehensive development guide
• Issues: GitHub Issues
• Discussions: GitHub Discussions

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ORCHESTRAI - Revolutionizing Multi-Agent AI Coordination

Built with ❤️ using Claude AI & cutting-edge orchestration patterns