L.I.F.E Copilot Enhancer - VS Code Extension

Neuroadaptive AI Enhancement for GitHub Copilot

Connect GitHub Copilot to the L.I.F.E Platform for real-time neuroadaptive coding assistance with 50,000× GPU acceleration.

Disclaimer: This is an independent third-party extension. Not affiliated with, endorsed by, or sponsored by Microsoft Corporation, GitHub, Inc., or OpenAI. "GitHub Copilot" is a trademark of GitHub, Inc.

✨ Features

🔥 Core Features

Real-time Neuroadaptive Optimization - Adapts code suggestions based on your cognitive state
50,000× GPU Acceleration - Sub-millisecond inference latency
Learning Velocity Tracking - Monitors your coding progress over time
Cognitive Load Monitoring - Adjusts complexity based on your current state
Venturi 3-Gate System - Advanced EEG processing pipeline

📊 Metrics Dashboard

Live accuracy metrics (97.3% target)
Inference latency (<0.38ms target)
Venturi gates efficiency
Learning statistics
Proto-consciousness (Φ) values

🎯 SDK Tier Support (Phased Pricing)

Phase 1: Beta Launch (Months 1-6) - CURRENT:

Early Bird Special ($19/month LIFETIME) - Full platform, locked forever (first 500 users)
Regular Beta ($29/month) - Full platform, priority support
Beta Annual ($290/year) - Save $58 (17% discount)

Phase 2: V1.0 Launch (Months 7-12): Starter $39, Pro $69, Team $59/user
Phase 3: Premium (Year 2+): Pro $99, Team $89/user, Enterprise $149/user

📦 Installation

Option 1: Install from VS Code Marketplace (Recommended)

Open VS Code
Go to Extensions (Ctrl+Shift+X / Cmd+Shift+X)
Search for "L.I.F.E Copilot Enhancer"
Click Install

Or install via command line:

code --install-extension lifecoach121.life-copilot-enhancer

Option 2: Install from Marketplace Website

Visit VS Code Marketplace and click Install.

Prerequisites

Visual Studio Code 1.95.0 or higher
L.I.F.E Platform API key (Sign up here)

Option 3: Install from Source

# Clone repository
git clone https://github.com/L-I-F-ECoach121-com-Limited/SergiLIFE-life-azure-system.git
cd SergiLIFE-life-azure-system/vscode-extension/life-copilot-enhancer

# Install dependencies
npm install

# Compile TypeScript
npm run compile

# Package extension
npm install -g vsce
vsce package

# Install in VS Code
code --install-extension life-copilot-enhancer-1.0.0.vsix

Install from Marketplace

🚀 Quick Start

1. Configure API Connection

Open VS Code Settings (Ctrl+,) and search for "L.I.F.E":

{
  "life-copilot.apiEndpoint": "https://portal.lifecoach-121.com",
  "life-copilot.apiKey": "YOUR-API-KEY",
  "life-copilot.tier": "professional",
  "life-copilot.enableNeuroadaptive": true
}

2. Connect to L.I.F.E Platform

Open Command Palette (Ctrl+Shift+P)
Run: L.I.F.E: Connect to Platform
Enter your API key when prompted
Wait for confirmation: "✅ Connected to L.I.F.E Platform"

3. Start Neuroadaptive Session

Open Command Palette (Ctrl+Shift+P)
Run: L.I.F.E: Start Neuroadaptive Session
Session will start automatically
Status bar will show: $(pulse) L.I.F.E: Session Active

4. View Metrics

Click L.I.F.E icon in Activity Bar (left sidebar)
View live metrics:
- Metrics Dashboard - Real-time performance
- Optimized Suggestions - AI-enhanced recommendations
- Learning Progress - Your coding evolution

💡 Usage Examples

Real-time Code Optimization

As you type, L.I.F.E Copilot Enhancer:

Analyzes your code context
Monitors cognitive load indicators
Sends optimization request to L.I.F.E Platform
Enhances Copilot suggestions with neuroadaptive AI

Example:

// Before (standard Copilot)
function calculateTotal(items: Item[]): number {
  return items.reduce((sum, item) => sum + item.price, 0);
}

// After (L.I.F.E-enhanced, adapted to your cognitive state)
/**
 * Calculates total price with optimized learning patterns
 * Complexity adapted to current cognitive load: MODERATE
 */
function calculateTotal(items: Item[]): number {
  // L.I.F.E: Using reduce pattern (matches your learning velocity)
  return items.reduce((sum, item) => {
    // L.I.F.E: Explicit error handling (cognitive load consideration)
    if (!item || typeof item.price !== 'number') {
      console.warn('Invalid item:', item);
      return sum;
    }
    return sum + item.price;
  }, 0);
}

Metrics Monitoring

// Access L.I.F.E metrics in your code
import { commands } from 'vscode';

// View current metrics
await commands.executeCommand('life-copilot.viewMetrics');

// Get optimization for specific code
await commands.executeCommand('life-copilot.optimizeSuggestions');

🔌 API Integration

TypeScript/JavaScript

import { LIFEPlatformClient } from 'life-copilot-enhancer';

const client = new LIFEPlatformClient({
    apiEndpoint: 'https://portal.lifecoach-121.com',
    apiKey: 'YOUR-API-KEY',
    tier: 'professional'
});

// Connect
await client.connect();

// Start session
const sessionId = await client.startSession('user123');

// Get optimization
const result = await client.optimizeSuggestions({
    user_traits: [0.7, 0.8, 0.6],
    code_context: currentCode,
    current_file: fileName
});

console.log(`Confidence: ${result.confidence_score}`);
console.log(`Suggestions: ${result.optimized_suggestions}`);

Python SDK

from life_sdk import LIFEClient

client = LIFEClient(
    api_key='YOUR-API-KEY',
    base_url='https://portal.lifecoach-121.com'
)

# Start session
session = client.create_session(user_id='user123')

# Process EEG data
import numpy as np
eeg_data = np.random.randn(64, 256)

result = client.process_eeg(
    session_id=session.id,
    data=eeg_data
)

print(f"Accuracy: {result.accuracy}")
print(f"Latency: {result.latency_ms}ms")

.NET/C# SDK

using LIFEPlatform.SDK;

var client = new LIFEClient(new LIFEConfig
{
    ApiEndpoint = "https://portal.lifecoach-121.com",
    ApiKey = "YOUR-API-KEY",
    Tier = SubscriptionTier.Professional
});

// Connect
await client.ConnectAsync();

// Start session
var sessionId = await client.StartSessionAsync("user123");

// Get metrics
var metrics = await client.GetMetricsAsync();
Console.WriteLine($"Accuracy: {metrics.LifeCore.Accuracy * 100:F1}%");
Console.WriteLine($"Latency: {metrics.LifeCore.InferenceLatencyMs:F2}ms");

🧪 Testing SDK Integration

Run Validation Tests

# Navigate to extension directory
cd vscode-extension/life-copilot-enhancer

# Set API key
export LIFE_API_KEY=your-api-key

# Run SDK integration tests
npm test

# Expected output:
# ✅ Individual Tier: 2/2 passed
# ✅ Professional Tier: 5/5 passed
# ✅ Enterprise Tier: 6/6 passed
# ✅ Copilot Tier: 7/7 passed

Test Individual Features

# Test health check
curl https://portal.lifecoach-121.com/health

# Test metrics endpoint
curl https://portal.lifecoach-121.com/api/metrics

# Test with authentication
curl -H "Authorization: Bearer YOUR-API-KEY" \
     https://portal.lifecoach-121.com/api/session/start

⚙️ Configuration

Extension Settings

Setting	Type	Default	Description
`life-copilot.apiEndpoint`	string	Production URL	L.I.F.E Platform API endpoint
`life-copilot.apiKey`	string	""	Your API key
`life-copilot.tier`	enum	"professional"	Subscription tier
`life-copilot.enableNeuroadaptive`	boolean	true	Enable neuroadaptive features
`life-copilot.cognitiveLoadMonitoring`	boolean	false	Monitor cognitive load (requires EEG)
`life-copilot.learningVelocityTracking`	boolean	true	Track learning velocity
`life-copilot.updateInterval`	number	2000	Metrics update interval (ms)

Keyboard Shortcuts

Shortcut	Command
`Ctrl+Shift+L C`	Connect to L.I.F.E Platform
`Ctrl+Shift+L S`	Start Neuroadaptive Session
`Ctrl+Shift+L M`	View Metrics Dashboard
`Ctrl+Shift+L O`	Optimize Suggestions

📈 Performance Metrics

Expected Performance

Metric	Target	Typical
Inference Latency	<0.38ms	0.24-0.43ms
Accuracy	95-97%	97.3%
GPU Speedup	50,000×	31,233-56,880×
System Efficiency	>80%	88%
SNR	>5dB	6-8dB

Benchmarks

CPU vs GPU Performance:

CPU Mode:  6.457ms latency  @ 12,000× speedup
GPU Mode:  0.240ms latency  @ 50,000× speedup
Improvement: 26.9× faster

🛠️ Development

Build from Source

# Clone repo
git clone https://github.com/L-I-F-ECoach121-com-Limited/SergiLIFE-life-azure-system.git

# Install dependencies
cd vscode-extension/life-copilot-enhancer
npm install

# Compile TypeScript
npm run compile

# Watch mode (for development)
npm run watch

# Run tests
npm test

# Package extension
vsce package

Project Structure

life-copilot-enhancer/
├── src/
│   ├── extension.ts          # Main extension entry point
│   ├── lifeClient.ts          # L.I.F.E Platform SDK client
│   └── views/
│       ├── metricsDashboard.ts
│       ├── suggestionsProvider.ts
│       └── learningProgress.ts
├── tests/
│   └── sdkIntegrationTest.ts # SDK validation tests
├── package.json               # Extension manifest
└── tsconfig.json             # TypeScript config

📚 Resources

Platform: L.I.F.E Platform
API Health: Health Check
GitHub: Repository
Support: Info@lifecoach121.com

🤝 Contributing

We welcome contributions! Please open an issue or submit a pull request on GitHub.

📄 License

PROPRIETARY - PATENT PENDING

This extension connects to the L.I.F.E Platform which uses patent-pending technology:

14 Core Mathematical Equations
12-Section Architecture
Venturi 3-Gate System
Neuroadaptive Learning Algorithms

Requires subscription to L.I.F.E Platform: https://portal.lifecoach-121.com

🙏 Acknowledgments

Microsoft GitHub Copilot team for the foundational AI technology
L.I.F.E Platform engineering team
Azure Container Apps for production infrastructure
Open source community

💬 Support

Email: Info@lifecoach121.com
Issues: GitHub Issues
Platform: portal.lifecoach-121.com

🚀 Enhance your coding with neuroadaptive AI! Install L.I.F.E Copilot Enhancer today.