TLNT v3.0 - HMS-Powered Multi-Agent Platform

🚀 Self-optimizing multi-domain AI agent with continuous learning, enhanced installation experience, and enterprise-grade performance monitoring for coding, accounting, legal, and all professional tasks.

🌟 What's New in v3.0

🔥 HMS Integration - No Local LLM Keys Required!

• HMS-NET Integration: Agent orchestration and workflow management
• HMS-NFO Integration: Government data processing and deep research
• Zero Setup: No OpenAI or Anthropic API keys needed
• Enterprise Ready: Production-grade security and compliance

🏛️ Government & Agency Analysis

• Pre-configured analysis for EPA, FDA, CDC, HHS, DOE, and more
• State-specific regulatory compliance
• Automated HMS component recommendations
• Real-time policy and regulation updates

🔬 Advanced Research Capabilities

• CoRT Analysis: Chain of Recursive Thought for complex research
• Multi-source data aggregation
• Confidence scoring and source verification
• Academic, government, and industry data synthesis

🖥️ Tmux-Style Interface

• Split-panel terminal interface (70% main, 30% info)
• Real-time system status monitoring
• Interactive command processing
• Responsive design with live updates

🚀 Quick Start

Installation

npm install -g tlnt@latest

Launch HMS-Powered Interface

# Launch tmux-style interface with HMS integration
tlnt tmux

# Or use the classic interactive mode
tlnt interactive

# One-shot queries
tlnt ask "Analyze EPA water quality regulations"

Basic Usage

# Government agency analysis
> analyze EPA water quality compliance requirements

# Deep research with CoRT analysis  
> research healthcare data integration standards

# System status
> /status

# Available commands
> /help

🏗️ Architecture

┌─────────────────────────────────────────────────────────────────┐
│                         TLNT v3.0                               │
├─────────────────────────────────────────────────────────────────┤
│  🖥️ Tmux Interface        🤖 HMS Agent Hub                      │
│  ┌─────────────────┐     ┌─────────────────────────────────────┐ │
│  │ Main Panel (70%)│     │ • Smart Routing                     │ │
│  │ • Chat          │     │ • Auto Fallback                    │ │
│  │ • Commands      │     │ • Research Mode                     │ │
│  │ • Results       │     │ • Agency Analysis                   │ │
│  └─────────────────┘     └─────────────────────────────────────┘ │
│  ┌─────────────────┐     ┌─────────────────────────────────────┐ │
│  │ Info Panel (30%)│     │ HMS Integrated Client               │ │
│  │ • System Status │     │ ┌─────────────┐ ┌─────────────────┐ │ │
│  │ • Active Agents │     │ │ HMS-NET     │ │ HMS-NFO         │ │ │
│  │ • Workflows     │     │ │ Client      │ │ Client          │ │ │
│  │ • Health        │     │ └─────────────┘ └─────────────────┘ │ │
│  └─────────────────┘     └─────────────────────────────────────┘ │
└─────────────────────────────────────────────────────────────────┘
                                  │
                                  ▼
┌─────────────────────────────────────────────────────────────────┐
│                        HMS Ecosystem                            │
├─────────────────────────────────────────────────────────────────┤
│  🔧 HMS-NET                      📊 HMS-NFO                     │
│  (Agent Network)                 (Data Processing)              │
│  • Agent Orchestration          • Government Data ETL          │
│  • Workflow Management          • Agency Issue Analysis        │
│  • Real-time Coordination       • Deep Research Engine         │
│  • Network Topology             • CoRT Analysis                │
└─────────────────────────────────────────────────────────────────┘

🎯 Key Features

🤖 Intelligent Agent Orchestration

• Multi-agent coordination via HMS-NET
• Automatic agent selection and routing
• Real-time performance monitoring
• Workflow dependency management

📚 Deep Research Engine

• CoRT (Chain of Recursive Thought) analysis
• Multi-source information synthesis
• Government and academic data integration
• Confidence scoring and verification

🏛️ Government Agency Integration

• EPA: Environmental regulations and compliance
• FDA: Medical device and pharmaceutical guidelines
• CDC: Public health data and guidelines
• HHS: Healthcare policy and requirements
• DOE: Energy sector regulations
• DOT: Transportation standards
• USDA: Agricultural compliance

🔄 Workflow Orchestration

• Multi-step process automation
• Parallel and sequential execution
• Real-time status monitoring
• Error handling and recovery

🛡️ Enterprise Security

• API key-based authentication
• Secure HMS system communication
• Audit logging and compliance
• Rate limiting and circuit breakers

💼 Professional Domain Expertise

• Coding: Software development and debugging
• Accounting: Financial analysis and compliance
• Legal: Regulatory research and documentation
• Healthcare: Clinical workflow optimization
• Government: Policy analysis and compliance

📖 Commands Reference

Tmux Interface Commands

# System commands (prefix with /)
/help          # Show available commands
/status        # System health and status
/agents        # List active agents  
/deals         # Show active deals
/clear         # Clear main panel

# Navigation
Tab            # Switch between main and info panels
Ctrl+M         # Cycle through modes (chat/command/status)
Ctrl+C         # Exit interface

# Direct queries (no prefix needed)
analyze FDA AI medical device guidelines
research state healthcare data privacy laws
what are the latest EPA water quality standards

CLI Commands

# Interactive modes
tlnt interactive              # Classic full-screen mode
tlnt tmux                    # Split-panel tmux-style interface

# One-shot operations
tlnt ask "query"             # Quick question
tlnt ask "analyze EPA" --json # JSON output

# System management
tlnt system start            # Start system services
tlnt system status           # Check system health
tlnt demo                    # Run interactive demo
tlnt config                  # Show configuration

# Agent operations
tlnt agents list             # List available agents
tlnt cloud status            # Check HMS cloud status

⚙️ Configuration

Environment Variables

# HMS-NET Configuration (optional - uses production defaults)
HMS_NET_URL=https://kädəfī.com
HMS_NET_API_KEY=your_api_key

# HMS-NFO Configuration (optional - uses production defaults)  
HMS_NFO_URL=https://kōdəfī.com
HMS_NFO_API_KEY=your_api_key

# System Configuration
NODE_ENV=production
DEBUG=false

🔧 Development

Setup

git clone <repository>
cd tlnt
npm install
npm run build

Scripts

npm run dev              # Development mode
npm run build            # Build TypeScript
npm run test             # Run tests
npm run lint             # Code linting
npm run typecheck        # Type checking
npm run tmux             # Launch tmux interface

🏆 Benefits Over v2.x

| Feature | v2.x | v3.0 | |---------|------|------| | LLM Setup | Required API keys | ❌ No keys needed | | Government Analysis | Basic | ✅ Full agency integration | | Research Capabilities | Limited | ✅ CoRT-powered deep research | | UI Experience | Single pane | ✅ Tmux-style split panels | | Agent Coordination | Single agent | ✅ Multi-agent orchestration | | Workflow Management | Manual | ✅ Automated with dependencies | | Enterprise Features | Basic | ✅ Full compliance & security | | Professional Domains | General purpose | ✅ Specialized expertise | | Continuous Learning | Static | ✅ Self-optimizing with OODA cycle | | Performance Monitoring | None | ✅ Enterprise-grade telemetry |

🤝 Contributing

We welcome contributions! Please see our Contributing Guide for details.

📝 License

MIT License - see LICENSE file for details.

🆘 Support

• Documentation: HMS-OPM Documentation
• Issues: GitHub Issues
• Email: [email protected]

Built with ❤️ by the HMS-OPM Team

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