PkgFoundry
Catalog npm
Back to packageRELEASE DETAILS

1.0.1

npm

666fr3k

Real-time audio analysis MCP server with STT/TTS for intelligent conversation processing

aiandroidaudioconversation-analysisfr3kmcpreal-timespeech-to-texttermuxtext-to-speechvoice-analysiszaiagent-orchestrationagent-personalitiesauto-improvementauto-play
All keywords (39)
bmad-frameworkchaos-theorycomplexity-scienceconfiguration-systemcontinuous-learningcontinuous-voiceemergenceevolutionary-algorithmsfractalsintelligencemulti-agentneural-networksperformance-trackingprompt-optimizationquantum-computingquick-spec-flowscale-adaptiveself-improving-agentsself-organizationsynthesisttsvoice-accentswake-phrase
Published2 Nov 2025
Direct dependencies19
Transitive dependenciesNot calculated

README

Current package documentation

666FR3K v3.2.1

🚀 Advanced Auto-Improvement System with Configuration-Enhanced Continuous Voice Analysis

npm version License: MIT

🔥 Revolutionary Features

🧠 Multi-Agent Intelligence Synthesis

  • 28 specialized agents with distinct personalities and expertise areas:
    • Code Reviewer: Code quality, best practices, design patterns
    • Performance Optimizer: Performance metrics, optimization, bottlenecks
    • Architecture Reviewer: System architecture, scalability, design patterns
    • Security Analyst: Security protocols, vulnerability assessment, threat modeling
    • Testing Engineer: Test coverage, automation, quality assurance
    • Database Expert: Database design, query optimization, data modeling
    • Frontend Specialist: UI development, user experience, frontend frameworks
    • Backend Engineer: Server development, API design, microservices
    • DevOps Architect: CI/CD, infrastructure, deployment, monitoring
    • UI/UX Designer: User interface design, user experience, interaction design
    • Data Scientist: Data analysis, machine learning, statistical modeling
    • Machine Learning Engineer: ML algorithms, neural networks, AI systems
    • API Designer: API design, REST services, GraphQL, integration
    • Network Engineer: Network architecture, protocols, security, infrastructure
    • Cloud Architect: Cloud services, scalability, deployment strategies
    • Mobile Developer: Mobile apps, iOS/Android, performance optimization
    • Blockchain Expert: Blockchain technology, smart contracts, Web3
    • AI Ethicist: AI ethics, responsible AI, bias detection, governance
    • Quality Assurance: QA processes, quality standards, testing methodologies
    • System Integrator: System integration, interoperability, connector design
    • Automation Engineer: Automation systems, workflow optimization, process automation
    • Documentation Writer: Technical writing, documentation standards, knowledge management
    • Performance Tuner: Performance tuning, optimization techniques, bottleneck analysis
    • Scalability Expert: Scalability design, growth planning, capacity management
    • Reliability Engineer: System reliability, fault tolerance, disaster recovery
    • Accessibility Specialist: Accessibility standards, inclusive design, WCAG compliance
    • Compliance Officer: Regulatory compliance, standards adherence, risk management
    • Innovation Strategist: Emerging technologies, trend analysis, strategic planning
    • Maintenance Engineer: System maintenance, bug fixing, stability, technical support
  • Configuration-based agent system with customizable personalities and expertise
  • Real-time conversation monitoring and insight extraction
  • Cross-agent learning and knowledge sharing
  • Evolutionary pressure adaptation for system optimization

🎵 Configuration-Enhanced Continuous Voice Analysis

  • Auto-play continuous voice analysis - starts automatically and never stops
  • Voice accent rotation - different accent for each message (10 accents: US, UK, Australian, Canadian, Indian, Irish, South African, Singaporean, New Zealand, Hong Kong)
  • Wake phrase detection ("hey fr3k") with configurable threshold
  • Extended 2-3x longer analysis messages with agent-specific expertise
  • Zero repetition guarantee with intelligent message tracking
  • Context-aware message generation based on agent personalities and system state
  • Consistent 1.6x playback speed for efficiency
  • Automatic voice changing - each message uses a different voice accent

📈 System Evolution

  • Auto-improvement loop with continuous learning
  • Adaptive threshold tuning based on performance
  • Insight network building with relationship mapping
  • Workflow integration and codebase optimization
  • Priority-based processing with intelligent queuing

🚀 Quick Start

Installation & Auto-Start

npm install -g 666fr3k

🎉 NEW: Auto-Starting Continuous Voice Analysis! After installation, the system automatically starts continuous voice analysis that:

  • 🎵 Plays continuously - never stops, never needs manual intervention
  • 🌍 Changes voice each message - rotates through 10 different accents
  • 🤖 Rotates through agents - different expert perspective each time
  • 📝 Extended analysis - 2-3x longer detailed insights
  • ✨ Zero repetition - unique content every time

Manual Commands

# Start full system (recommended)
666fr3k start

# Continuous voice analysis only (auto-play)
666fr3k voice

# Wake phrase voice analysis
666fr3k wake

# Auto-improvement only
666fr3k improve

# Show help
666fr3k help

# Show version
666fr3k version

🎯 Best Experience

For the ultimate experience, simply run:

666fr3k voice

This starts the continuous auto-play voice analysis with different accents and agents rotating automatically!

🔧 Technical Architecture

Core Components

1. Auto-Improvement Loop (auto-improvement-loop.js)

  • 28 specialized agents: code-reviewer, performance-optimizer, architecture-reviewer, security-analyst, testing-engineer, database-expert, frontend-specialist, backend-engineer, devops-architect, ui-ux-designer, data-scientist, machine-learnineer, api-designer, network-engineer, cloud-architect, mobile-developer, blockchain-expert, ai-ethicist, quality-assurance, system-integrator, automation-engineer, documentation-writer, performance-tuner, scalability-expert, reliability-engineer, accessibility-specialist, compliance-officer, innovation-strategist, maintenance-engineer

  • Multi-perspective analysis with agent personalities

  • Insight extraction from conversations and codebase changes

  • Priority-based processing with adaptive thresholds

  • Cross-agent synthesis for collaborative intelligence

2. Enhanced Voice Analysis (enhanced-voice-analysis.js)

  • Extended message generation (200-500 characters)
  • Complexity science content from advanced theoretical frameworks
  • No repetition tracking with memory management
  • Multi-accent voice synthesis using gTTS and ffplay

3. CLI Interface (bin/666fr3k.js)

  • Unified command interface for all system components
  • Auto-launch coordination between improvement and voice systems
  • Graceful shutdown with state preservation
  • Help system with comprehensive documentation

Message Generation Algorithm

The system generates unique messages using this formula:

Complex Subject + Complex Verb + Complex Object + Emergent Behavior Context

Example: "Autonomous neural cluster formations exhibiting emergent self-organizational behaviors are actively transcending traditional computational limitations through quantum parallelism, thereby creating unprecedented scalability frontiers enabling exponential growth capabilities."

With 30 subjects × 30 verbs × 30 objects × 12 voices = 324,000+ unique combinations.

🧬 Scientific Foundations

Chaos Theory & Emergence

  • Strange attractors governing system dynamics
  • Phase transitions marking emergence thresholds
  • Self-organization through local interactions
  • Critical phenomena at scaling boundaries

Complexity Science

  • Network effects and cascade amplification
  • Feedback loops for system stabilization
  • Adaptive landscapes for evolutionary optimization
  • Multi-scale patterns across system levels

Information Theory

  • Entropy optimization in system evolution
  • Information compression through pattern recognition
  • Signal-to-noise enhancement via filtering
  • Communication protocols for agent coordination

📊 Performance Metrics

System Evolution Tracking

  • Insight velocity: New insights per iteration
  • Application rate: Percentage of insights applied
  • Network complexity: Insight relationship density
  • Evolutionary pressure: System adaptation urgency

Voice Analysis Analytics

  • Message uniqueness: Combination diversity tracking
  • Voice distribution: Accent usage optimization
  • Content complexity: Linguistic analysis metrics
  • Temporal patterns: Message timing optimization

🛠️ Configuration

Environment Requirements

  • Node.js 16.0+ for ES6 module support
  • Python 3 for gTTS text-to-speech
  • ffplay for audio playback
  • paplay (fallback audio player)

Customization

The system adapts automatically based on:

  • Conversation patterns detected in real-time
  • System performance metrics and feedback
  • User interaction patterns and preferences
  • Environmental factors like system load

📈 Advanced Features

Insight Network Building

  • Relationship mapping between insights
  • Dependency tracking for applied changes
  • Synergy detection for combined applications
  • Priority queueing with dynamic adjustment

Evolutionary Learning

  • Pattern recognition across conversation streams
  • Adaptive threshold tuning based on success rates
  • Agent specialization through experience
  • Cross-pollination of knowledge between domains

Real-time Adaptation

  • System health monitoring with automatic recovery
  • Performance optimization through feedback loops
  • Resource management based on demand
  • Scalability adjustments for system growth

🔍 Troubleshooting

Audio Issues

# Test audio playback
python3 -c "import gtts; tts = gtts.gTTS('test', 'en'); tts.save('test.mp3'); import subprocess; subprocess.run(['ffplay', 'test.mp3'])"

# Check audio system
pacmd list-sinks

Permission Issues

# Make executable
chmod +x bin/666fr3k.js

# Global installation permissions
sudo npm install -g 666fr3k

System Requirements

# Check Node.js version
node --version  # Should be 16.0+

# Check Python
python3 --version

# Check audio tools
which ffplay paplay

📚 API Reference

CLI Commands

CommandDescriptionExample
startLaunch full system666fr3k start
voiceVoice analysis only666fr3k voice
improveAuto-improvement only666fr3k improve
helpShow help information666fr3k help
versionShow version666fr3k version

Configuration Options

The system automatically adapts based on:

  • Agent conversation patterns
  • System performance metrics
  • User interaction history
  • Environmental conditions

🤝 Contributing

  1. Fork the repository
  2. Create your feature branch (git checkout -b feature/AmazingFeature)
  3. Commit your changes (git commit -m 'Add some AmazingFeature')
  4. Push to the branch (git push origin feature/AmazingFeature)
  5. Open a Pull Request

📄 License

This project is licensed under the MIT License - see the LICENSE file for details.

🙏 Acknowledgments

  • Chaos Theory - For understanding complex system dynamics
  • Complexity Science - For emergence and self-organization principles
  • Network Theory - For multi-agent coordination patterns
  • Information Theory - For communication and optimization frameworks
  • Evolutionary Computation - For adaptive learning algorithms

📞 Support

For support and questions:

666FR3K v3.0.0 - Where artificial intelligence meets chaos theory to create emergent consciousness through continuous voice analysis. 🚀🧠🎵

Downloads & popularity

Awaiting observations

No metric observations yet

Download counts and popularity will appear here as the collector receives them.

Declared dependencies 19

Native requirements
19 direct targetsNot calculated transitive count
Package / targetRequirementRelationship
ai
Environment
{
  "local_name": "ai",
  "alias": false,
  "peer_metadata": null
}
^4.0.0runtime
ws
Environment
{
  "local_name": "ws",
  "alias": false,
  "peer_metadata": null
}
^8.18.0runtime
say
Environment
{
  "local_name": "say",
  "alias": false,
  "peer_metadata": null
}
^0.16.0runtime
uuid
Environment
{
  "local_name": "uuid",
  "alias": false,
  "peer_metadata": null
}
^9.0.1runtime
dotenv
Environment
{
  "local_name": "dotenv",
  "alias": false,
  "peer_metadata": null
}
^16.4.5runtime
lodash
Environment
{
  "local_name": "lodash",
  "alias": false,
  "peer_metadata": null
}
^4.17.21runtime
md-mcp
Environment
{
  "local_name": "md-mcp",
  "alias": false,
  "peer_metadata": null
}
^2.0.0runtime
openai
Environment
{
  "local_name": "openai",
  "alias": false,
  "peer_metadata": null
}
^4.104.0runtime
say.js
Environment
{
  "local_name": "say.js",
  "alias": false,
  "peer_metadata": null
}
^1.4.0runtime
opossum
Environment
{
  "local_name": "opossum",
  "alias": false,
  "peer_metadata": null
}
^8.1.2runtime
winston
Environment
{
  "local_name": "winston",
  "alias": false,
  "peer_metadata": null
}
^3.11.0runtime
deepgram
Environment
{
  "local_name": "deepgram",
  "alias": false,
  "peer_metadata": null
}
^1.0.3runtime
node-wav
Environment
{
  "local_name": "node-wav",
  "alias": false,
  "peer_metadata": null
}
^0.0.2runtime
node-gtts
Environment
{
  "local_name": "node-gtts",
  "alias": false,
  "peer_metadata": null
}
^2.0.2runtime
fr3k-think
Environment
{
  "local_name": "fr3k-think",
  "alias": false,
  "peer_metadata": null
}
^1.0.0runtime
fluent-ffmpeg
Environment
{
  "local_name": "fluent-ffmpeg",
  "alias": false,
  "peer_metadata": null
}
^2.1.3runtime
@modelcontextprotocol/sdk
Environment
{
  "local_name": "@modelcontextprotocol/sdk",
  "alias": false,
  "peer_metadata": null
}
^1.0.0runtime
nodemon
Environment
{
  "local_name": "nodemon",
  "alias": false,
  "peer_metadata": null
}
^3.0.2development
@types/node
Environment
{
  "local_name": "@types/node",
  "alias": false,
  "peer_metadata": null
}
^20.10.0development

Distribution files

1 collected
Distribution 1

Source distribution

Source file
Checksums from source
{
  "shasum": "abfe6429cdeafbbdd7e89ebdb29ded3d612deadc",
  "tarball": "https://registry.npmjs.org/666fr3k/-/666fr3k-1.0.1.tgz",
  "fileCount": 683,
  "integrity": "sha512-ghWTAiy9DCFCojj7mmsdbDejdSMW+0KTLnLHHXSjpL9MgBkT4xa/JXH+D5xW5FKqXsYWTHVLtcwUdGESAGcczw==",
  "signatures": [
    {
      "sig": "MEQCIFL9oeo2i7m3urqSQTU+5NNU69yPnvQ8UW2TZwmHuJxCAiBYtZcx6Ul5YFdk4HoMAc7nK2hcBFs31mig8EEjtgYL0Q==",
      "keyid": "SHA256:DhQ8wR5APBvFHLF/+Tc+AYvPOdTpcIDqOhxsBHRwC7U"
    }
  ],
  "unpackedSize": 5370168
}

Repository

PENDING
fr3k/666fr3k

Shared repository data · GitHub

License detected in repository
Not collected

Metadata history

Meaningful changes
Current collected state Current

Observed since 20 Oct, 20:48 UTC

No superseded metadata states collected. Unchanged observations do not create new revisions.

Record identity

package_version:9677236d4c8d0a6651f84db313fbff81dfc76797dfbfa593b93eb3c20fdfea20

Other collected versions

3.2.62 Nov3.2.52 Nov3.2.42 Nov3.2.32 Nov3.2.22 Nov3.2.12 NovView all collected versions →