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

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- 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

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- 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

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

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

🚀 Quick Start

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``bash
npm install -g tlnt@latest
`

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`bash

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"
`

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`bash

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

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

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

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- 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

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

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

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- 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

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`bash

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
`

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`bash

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

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`bash

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

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`bash
git clone
cd tlnt
npm install
npm run build
`

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`bash
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: support@hms-opm.com

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Built with ❤️ by the HMS-OPM Team

Transform your professional workflow with enterprise-grade AI agent orchestration.