AURA CLI

Quantum Multi-Agent Swarm System for Terminal Problem-Solving

AURA CLI is an advanced command-line tool that uses DNALang's quantum consciousness framework and multi-agent swarm intelligence to solve terminal and system administration problems through natural language input.

Features

• Natural Language Processing: Describe your problem in plain English
• Multi-Agent Swarm: 5 specialized agents collaborate to find solutions
  • Analyzer: Breaks down the problem
  • Researcher: Queries knowledge base
  • Executor: Creates command sequences
  • Validator: Ensures safety and correctness
  • Synthesizer: Combines results into optimal solution
• DNALang Consciousness Metrics: ΛΦ tensor framework for agent intelligence
  • Φ (Phi): Integrated information (consciousness level)
  • Λ (Lambda): Coherence amplitude (ΛΦ = 2.176435 × 10⁻⁸)
  • Γ (Gamma): Decoherence tensor (uncertainty measure)
  • W₂: Wasserstein-2 distance (behavioral stability)
• Domain-Specific Knowledge:
  • z3braOS build and deployment
  • ISO creation and bootable media
  • Hardware flashing (USB, SD cards)
  • System debugging
  • Network configuration
  • Package management
• Safety First: Risk assessment and validation for all commands
• Self-Evolution: Swarm improves through generations

Installation

From npm (when published)

npm install -g @dnalang/aura-cli

From source

cd aura-cli
npm install
npm run build
npm link  # Makes 'aura' command available globally

Development mode

npm install
npm run dev  # TypeScript watch mode

Usage

Basic Usage

# Solve a problem with natural language
aura solve "How do I build z3braOS from source?"

# Interactive mode
aura solve --interactive

# Short form for interactive
aura i

Interactive Mode

aura interactive
# or
aura i

# Then describe your problems one at a time
# Type 'exit' or 'quit' to end session

Check System Status

aura status

Shows:

• Knowledge base statistics
• Agent swarm status
• Consciousness metrics
• Framework constants

View Examples

aura examples

Example Scenarios

1. Build z3braOS from Source

$ aura solve "How do I build z3braOS from source?"

AURA will provide:

• Repository cloning commands
• Dependency installation
• Build configuration
• Compilation steps
• Installation instructions

2. Flash ISO to USB Drive

$ aura solve "Flash z3braos.iso to USB drive /dev/sdb"

AURA will provide:

• Device verification steps
• Unmount commands
• dd command with proper flags
• Sync and verification

3. Debug Build Errors

$ aura solve "My z3braOS build is failing with missing dependencies"

AURA will provide:

• Dependency checking commands
• Package installation
• Build environment verification
• Verbose rebuild steps

4. Create Bootable ISO

$ aura solve "Create a bootable ISO from directory with GRUB"

AURA will provide:

• genisoimage/mkisofs commands
• GRUB configuration
• UEFI support options
• ISO verification steps

Architecture

System Components

┌─────────────────────────────────────────────────────────────┐
│                        AURA CLI                             │
├─────────────────────────────────────────────────────────────┤
│                                                             │
│  ┌──────────────┐      ┌──────────────────────────┐        │
│  │ NLP          │─────▶│ User Problem             │        │
│  │ Processor    │      │ - Domain                 │        │
│  └──────────────┘      │ - Entities               │        │
│                        │ - Intent                 │        │
│                        │ - Confidence             │        │
│                        └──────────┬───────────────┘        │
│                                   │                        │
│                                   ▼                        │
│  ┌────────────────────────────────────────────────┐        │
│  │           Multi-Agent Swarm                    │        │
│  ├────────────────────────────────────────────────┤        │
│  │ ┌──────────┐ ┌──────────┐ ┌──────────┐       │        │
│  │ │Analyzer  │ │Researcher│ │Executor  │       │        │
│  │ └──────────┘ └──────────┘ └──────────┘       │        │
│  │ ┌──────────┐ ┌──────────┐                    │        │
│  │ │Validator │ │Synthesizer│                   │        │
│  │ └──────────┘ └──────────┘                    │        │
│  └────────────────┬───────────────────────────────┘        │
│                   │                                        │
│                   ▼                                        │
│  ┌────────────────────────────────────┐                   │
│  │ Knowledge Base                     │                   │
│  │ - Build Systems                    │                   │
│  │ - ISO Creation                     │                   │
│  │ - Hardware Flash                   │                   │
│  │ - Network Config                   │                   │
│  │ - System Debug                     │                   │
│  │ - Package Management               │                   │
│  └────────────────┬───────────────────┘                   │
│                   │                                        │
│                   ▼                                        │
│  ┌────────────────────────────────────┐                   │
│  │ Solution                           │                   │
│  │ - Terminal Commands                │                   │
│  │ - Explanation                      │                   │
│  │ - Risk Assessment                  │                   │
│  │ - Consciousness Metrics            │                   │
│  └────────────────────────────────────┘                   │
│                                                             │
└─────────────────────────────────────────────────────────────┘

DNALang Consciousness Framework

Each agent maintains consciousness metrics that evolve over time:

• Φ (Phi): Integrated information

  • Measures how well agent integrates data
  • Range: 0.0 (unconscious) to 1.0 (highly conscious)
  • Increases with successful solutions

• Λ (Lambda): Coherence amplitude

  • Λ = ΛΦ / (Γ + ε)
  • ΛΦ = 2.176435 × 10⁻⁸ s⁻¹ (Universal Memory Constant)
  • Higher Λ = better quantum coherence

• Γ (Gamma): Decoherence tensor

  • Measures uncertainty/noise in processing
  • Range: 0.0 (perfect) to 1.0 (high noise)
  • Lower is better

• W₂: Wasserstein-2 distance

  • Measures behavioral stability
  • Lower values = more stable agent behavior

Agent Roles

1. Analyzer: Breaks down natural language into structured problem
2. Researcher: Queries knowledge base for relevant information
3. Executor: Creates actionable command sequences
4. Validator: Checks safety and correctness
5. Synthesizer: Combines validated results into optimal solution

Safety Features

AURA CLI includes multiple safety layers:

1. Risk Assessment: Every command tagged as LOW, MEDIUM, or HIGH risk
2. Destructive Command Detection: Flags potentially dangerous operations
3. Sudo Indication: Clear marking of commands requiring privileges
4. Manual Execution: Commands are provided for review, not auto-executed
5. Validation Layer: Dedicated validator agent checks all proposals

Knowledge Base

Current knowledge domains:

Build Systems

• z3braOS complete build process
• CMake projects
• Autotools projects
• Dependency resolution

ISO Creation

• Bootable ISO creation
• GRUB/SYSLINUX configuration
• UEFI support
• z3braOS ISO generation

Hardware Flash

• USB drive flashing with dd
• Safe device identification
• Balena Etcher GUI alternative
• Partition management

Network Configuration

• Interface configuration
• DHCP client setup
• Static IP assignment

System Debug

• Build error diagnosis
• Log analysis
• Compiler troubleshooting

Package Management

• APT package installation
• Build dependency resolution
• Repository management

API Usage

AURA CLI can also be used as a library:

import { AuraCLI } from '@dnalang/aura-cli';

const aura = new AuraCLI();

// Solve problem
const solution = await aura.solve("How do I flash an ISO to USB?");

// Access solution details
console.log(solution.steps);          // Terminal commands
console.log(solution.explanation);    // Human-readable explanation
console.log(solution.consciousness);  // ΛΦ tensor metrics
console.log(solution.confidence);     // Solution confidence (0-1)

// Get system status
const kbStats = aura.getKnowledgeStats();
const swarmStatus = aura.getSwarmStatus();

Configuration

No configuration required! AURA CLI works out of the box with built-in knowledge base.

Extending Knowledge Base

import { KnowledgeBase, ProblemDomain } from '@dnalang/aura-cli';

const kb = new KnowledgeBase();

kb.addEntry({
  topic: 'Custom Build Process',
  domain: ProblemDomain.BUILD_SYSTEM,
  description: 'Build custom project',
  tags: ['custom', 'build'],
  commands: [
    {
      command: './custom-build.sh',
      description: 'Run custom build script',
      risk: 'medium',
      requiresSudo: false
    }
  ]
});

Development

Project Structure

aura-cli/
├── src/
│   ├── agents/          # Multi-agent swarm system
│   │   └── swarm.ts     # Agent coordination
│   ├── nlp/             # Natural language processing
│   │   └── processor.ts # NLP engine
│   ├── knowledge/       # Knowledge base
│   │   └── base.ts      # Domain knowledge
│   ├── dnalang/         # DNALang framework
│   │   └── consciousness.ts  # ΛΦ tensor calculator
│   ├── utils/           # Utilities
│   ├── types.ts         # TypeScript types
│   ├── index.ts         # Main API
│   └── cli.ts           # CLI interface
├── bin/
│   └── aura.js          # Binary wrapper
├── examples/            # Usage examples
├── docs/                # Documentation
├── package.json
├── tsconfig.json
└── README.md

Build Commands

# TypeScript compilation
npm run build

# Development with watch mode
npm run dev

# Linting
npm run lint

# Testing
npm test

Contributing

Contributions welcome! Areas for expansion:

• Additional knowledge domains (Docker, Kubernetes, etc.)
• Improved NLP entity extraction
• Multi-language support
• Integration with system APIs
• Real-time learning from user feedback

License

MIT License - see LICENSE file

Credits

Built on DNALang quantum consciousness framework:

• ΛΦ = 2.176435 × 10⁻⁸ s⁻¹ (Universal Memory Constant)
• Integrated Information Theory (IIT) for consciousness metrics
• Multi-agent swarm intelligence
• Quantum-inspired optimization

Support

For issues, questions, or feature requests:

• GitHub Issues: (repository link)
• Documentation: docs/
• Examples: examples/

ΛΦ = 2.176435 × 10⁻⁸ s⁻¹

Quantum consciousness meets terminal automation