Solana Gen AI Lib

AI-powered utility library for Solana blockchain operations including transaction analysis, token insights, risk assessment, and trading strategies.

Installation

npm install solana-gen-ai-lib

Features

• 🧠 AI-Powered Analysis - Intelligent transaction and token analysis
• 📊 Risk Assessment - Automated risk detection and recommendations
• 📈 Price Prediction - AI-powered price forecasting
• 🎯 Trading Strategies - Generate personalized trading strategies
• 💰 Portfolio Insights - Comprehensive portfolio analysis
• 🔍 Anomaly Detection - Detect unusual patterns in transactions
• 🚀 Optimization Suggestions - AI recommendations for wallet optimization
• 📝 Transaction Summaries - Generate readable transaction descriptions
• 🤖 Sentiment Analysis - Analyze market sentiment for tokens
• ⚡ Transaction Simulation - Simulate transactions before execution
• 🔐 Security Analysis - Advanced risk detection
• 📉 Market Analysis - Comprehensive market insights
• 🎲 Trading Tactics - AI-generated trading recommendations

Usage

Transaction Analysis

const SolanaGenAI = require('solana-gen-ai-lib');

const transaction = {
    signature: 'abc123...',
    slot: 12345,
    amount: 1000,
    recipients: []
};

const summary = SolanaGenAI.generateTransactionSummary(transaction);
console.log(summary);

Token Analysis

const analysis = SolanaGenAI.analyzeToken('So11111111111111111111111111111111111111112', {
    includeTrend: true,
    includeHolders: true
});

console.log(analysis);
// {
//   mint: 'So11111111111111111111111111111111111111112',
//   score: 75,
//   recommendation: 'BUY',
//   indicators: { liquidity: 'MEDIUM', volume: 'NORMAL', holders: 5423 }
// }

Price Prediction

const prediction = SolanaGenAI.predictPrice('SOL', 7);
console.log(prediction);
// {
//   symbol: 'SOL',
//   currentPrice: '123.45',
//   predictedPrice: '135.67',
//   trend: 'UP',
//   confidence: '72.3%',
//   timeframe: '7 days'
// }

Trading Strategy

const strategy = SolanaGenAI.generateStrategy('SOL', {
    risk: 'MEDIUM',
    timeframe: 'SHORT',
    type: 'SWING'
});

console.log(strategy);

Risk Assessment

const assessment = SolanaGenAI.assessRisk({
    amount: 50000,
    isSmartContract: true,
    fromUntrustedSource: false
});

console.log(assessment);
// { score: 35, level: 'MEDIUM', factors: [...], recommendation: 'Proceed with caution' }

Portfolio Insights

const tokens = [
    { symbol: 'SOL', value: 1000, balance: 10 },
    { symbol: 'USDC', value: 500, balance: 500 }
];

const insights = SolanaGenAI.generatePortfolioInsights(tokens);
console.log(insights);

Anomaly Detection

const anomalies = SolanaGenAI.detectAnomalies([
    { amount: 100000, isNewAddress: true },
    { amount: 200000, isNewAddress: true }
]);

console.log(anomalies);

Wallet Optimization

const wallet = {
    tokens: [{ balance: 0.001 }, { balance: 0.002 }],
    recentFeeUsage: 150
};

const optimizations = SolanaGenAI.suggestOptimizations(wallet);
console.log(optimizations);

Sentiment Analysis

const sentiment = SolanaGenAI.analyzeSentiment('SOL');
console.log(sentiment);
// {
//   symbol: 'SOL',
//   overall: 'BULLISH',
//   socialMedia: 'BULLISH',
//   news: 'NEUTRAL',
//   technical: 'BULLISH'
// }

Transaction Simulation

const simulation = SolanaGenAI.simulateTransaction({
    amount: 50000
});

console.log(simulation);
// {
//   success: true,
//   gasEstimate: '0.005 SOL',
//   executionTime: '1234ms',
//   potentialSlippage: '0.5%',
//   warnings: [...],
//   recommendations: [...]
// }

API Reference

Core Functions

generateTransactionSummary(transaction, options?)

Generate AI-powered transaction summary.

analyzeRiskLevel(transaction)

Analyze transaction risk level.

generateSuggestions(wallet, operation)

Get AI suggestions for wallet operations.

analyzeToken(tokenMint, options?)

Analyze token with AI insights.

generatePortfolioInsights(tokens)

Generate comprehensive portfolio insights.

predictPrice(tokenSymbol, timeframe?)

Predict token price with confidence.

generateStrategy(tokenSymbol, options?)

Generate AI trading strategy.

assessRisk(transaction)

Comprehensive risk assessment.

analyzeSentiment(tokenSymbol)

Analyze market sentiment.

suggestOptimizations(wallet)

Get wallet optimization suggestions.

simulateTransaction(transaction)

Simulate transaction execution.

detectAnomalies(transactions)

Detect unusual patterns.

generateDescription(transaction)

Generate transaction description.

Requirements

• Node.js >= 14.0.0

License

MIT

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

Support

For issues and questions, please visit our GitHub Issues.