@fr3k/666fr3k
Advanced tools
Infinite Evolution AI System: 28+ dynamic agents, continuous learning, self-improving workflows, and AI DEV SUPERPOWERS - Runs forever, creates new agents automatically
🔥 AI-Powered Auto-Improvement System 🔥
A revolutionary auto-improvement loop that monitors agent conversations, extracts insights, and automatically integrates improvements into workflows and codebases. Features continuous speech recognition & synthesis, real-time monitoring, and dynamic audio generation that never repeats.
Revolutionary Features:
npx 666fr3k --help
npm install -g 666fr3k
npm install 666fr3k
All Node.js dependencies are installed automatically with the package.
Install Python dependencies:
# Automatic installation
npx 666fr3k install-deps
# Or manual installation
pip3 install gtts SpeechRecognition pyaudio
Ubuntu/Debian:
sudo apt-get install ffmpeg portaudio19-dev python3-pyaudio
macOS:
brew install ffmpeg portaudio
Windows:
choco install ffmpeg
The flagship feature - run the complete auto-improvement system:
# Run the FULL auto-improvement loop (recommended)
npx 666fr3k auto-improve
# Run with specific mode
npx 666fr3k auto-improve --mode advanced
# Run simple mode (Python agents only)
npx 666fr3k auto-improve --mode simple --iterations 5
# Start with web dashboard
npx 666fr3k web &
npx 666fr3k auto-improve
# Then open http://localhost:3666
What it does:
auto-improvement-state.jsonFeatures:
Listen continuously for speech and transcribe in real-time:
# Basic listening (text output only)
npx 666fr3k listen
# With voice responses
npx 666fr3k listen --speak
# Verbose mode
npx 666fr3k listen --speak --verbose
Voice Commands:
Run continuous loop tests to verify the pipeline:
# Run 5 cycles at 1.6x speed (default)
npx 666fr3k loop
# Custom cycles and speed
npx 666fr3k loop --cycles 10 --speed 1.8
# Run 20 cycles at normal speed
npx 666fr3k loop -c 20 -s 1.0
Run comprehensive TTS and STT tests:
# Basic tests
npx 666fr3k test
# Advanced tests with complex vocabulary
npx 666fr3k test --advanced
# Custom loop count
npx 666fr3k test --loop 10
Run 3 AI agents that listen to each other and discuss development topics:
# Run 5 rounds of conversation (default)
npx 666fr3k agents
# Custom rounds and speed
npx 666fr3k agents --rounds 10 --speed 1.6
# Short form
npx 666fr3k agents -r 3 -s 1.4
Features:
Launch the web interface:
# Start on default port 3666
npx 666fr3k web
# Custom port
npx 666fr3k web --port 8080
Then open: http://localhost:3666
The web interface provides:
const { spawn } = require('child_process');
// Run TTS
const tts = spawn('npx', ['666fr3k', 'loop', '--cycles', '3']);
tts.stdout.on('data', (data) => {
console.log(data.toString());
});
// Start auto-listener
const listener = spawn('npx', ['666fr3k', 'listen', '--speak']);
import subprocess
# Run loop test
result = subprocess.run(['npx', '666fr3k', 'loop', '--cycles', '5'])
# Start listener
listener = subprocess.Popen(['npx', '666fr3k', 'listen'])
# Start server
npx 666fr3k web --port 3666
TTS Endpoint:
curl -X POST http://localhost:3666/api/tts \
-H "Content-Type: application/json" \
-d '{"text": "Hello world", "speed": 1.6}'
STT Endpoint:
curl -X POST http://localhost:3666/api/stt \
-H "Content-Type: application/json" \
-d '{"audioData": "<base64_audio>"}'
npx 666fr3k loop --cycles 5
Output:
🔄 CYCLE #1
📢 Input: "Hello, this is cycle number one..."
🔊 Playing audio at 1.6x speed... ✓
🎧 Transcribing... ✓
📝 Output: "hello this is cycle number one"
📊 Accuracy: 80.0%
✅ SUCCESS
npx 666fr3k test --advanced
Tests complex terminology including:
npx 666fr3k listen --speak
🎤 666FR3K AUTO-LISTENER ACTIVATED
📢 I'm now listening continuously...
💡 Say 'stop listening' to exit
[12:34:56] 🎤 Heard: "Hello, can you hear me?"
💬 You said: Hello, can you hear me?
🎧 Listening...
✅ General conversation (90%+ accuracy) ✅ Technology terminology (80%+ accuracy) ✅ Economic concepts (72% accuracy) ⚠️ Medical terms (37% accuracy) ⚠️ Quantum physics (17% accuracy)
# Set custom port for web server
export PORT=8080
# Python interpreter path
export PYTHON_BIN=/usr/bin/python3
Edit package.json to customize:
{
"scripts": {
"start": "node index.js",
"web": "node server.js",
"test": "node test.js"
}
}
# Test microphone access
python3 -c "import speech_recognition as sr; print(sr.Microphone.list_microphone_names())"
# Check ffplay installation
ffplay -version
# Test audio output
ffplay -nodisp test.mp3
# Reinstall dependencies
pip3 install --upgrade gtts SpeechRecognition pyaudio
# On macOS, if pyaudio fails:
brew install portaudio
pip3 install --global-option='build_ext' --global-option='-I/usr/local/include' --global-option='-L/usr/local/lib' pyaudio
If you encounter API timeouts:
| Command | Description | Options |
|---|---|---|
auto-improve | 🚀 NEW: Auto-improvement loop | --mode advanced|simple, --iterations N, --rounds N |
listen | Start continuous listening | --speak, --verbose |
loop | Run TTS→STT loop test | --cycles N, --speed X |
test | Run verification tests | --advanced, --loop N |
agents | 3-agent conversation system | --rounds N, --speed X |
web | Start web UI server with monitoring | --port N |
install-deps | Install Python dependencies | - |
# Advanced mode (Full JS monitoring) - DEFAULT
npx 666fr3k auto-improve --mode advanced
# Simple mode (Python agents only)
npx 666fr3k auto-improve --mode simple --iterations 3 --rounds 2
Advanced Mode Features:
Simple Mode Features:
Main Dashboard:
Contributions welcome! Please follow these guidelines:
MIT License - see LICENSE file for details
fr3k
npx 666fr3k loop --cycles 3
npx 666fr3k listen --speak
Say "Hello" and hear the system respond!
npx 666fr3k web
# Open http://localhost:3666
npx 666fr3k test --advanced
Tests complex vocabulary across 7 domains!
┌─────────────────────────────────────────────────────────────┐
│ Agent Conversations │
│ (Development, QA, DevOps discussions) │
└─────────────────────┬───────────────────────────────────────┘
│
▼
┌─────────────────────────────────────────────────────────────┐
│ Real-Time Monitoring │
│ • File watchers • Process output capture │
│ • WebSocket streams • Log aggregation │
└─────────────────────┬───────────────────────────────────────┘
│
▼
┌─────────────────────────────────────────────────────────────┐
│ AI-Powered Insight Extraction │
│ • Pattern recognition • fr3k-think MCP analysis │
│ • Confidence scoring • Priority assignment │
└─────────────────────┬───────────────────────────────────────┘
│
▼
┌─────────────────────────────────────────────────────────────┐
│ Automatic Integration │
│ ┌──────────────┬──────────────┬──────────────┐ │
│ │ Workflow │ Codebase │ Knowledge │ │
│ │ CLAUDE.md │ Auto-fix │ Patterns │ │
│ └──────────────┴──────────────┴──────────────┘ │
└─────────────────────┬───────────────────────────────────────┘
│
▼
┌─────────────────────────────────────────────────────────────┐
│ Dynamic Audio Generation │
│ • Hash verification • Unique content synthesis │
│ • Never repeats • Reflects latest changes │
└─────────────────────┬───────────────────────────────────────┘
│
▼
┌─────────────────────────────────────────────────────────────┐
│ State Persistence │
│ auto-improvement-state.json • Progress tracking │
│ • Resume capability • Metrics history │
└─────────────────────────────────────────────────────────────┘
Made with 🔥 by fr3k
Version: 2.0.0 Last Updated: 2025-11-02 License: MIT
FAQs
Infinite Evolution AI System: 28+ dynamic agents, continuous learning, self-improving workflows, and AI DEV SUPERPOWERS - Runs forever, creates new agents automatically
We found that @fr3k/666fr3k demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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