AI Overview

1. Auto-Generate a Smart Trade Summary from Wallet Activity

const tradeSummaryPrompt = `
Analyze the following trade:
- Token: JUP
- Entry Price: $0.45
- Exit Price: $0.62
- Trade Size: 14,000 JUP
- Time Held: 3 hours
- Context: High volatility, post-airdrop dump.

Summarize performance in 2 sentences and suggest one improvement.
`;

const summary = await callAIModel(tradeSummaryPrompt);

console.log(summary);
/*
Output: 
"Solid exit after capturing 38% profit in a volatile window. Improvement: tighten exit timing during airdrop events to avoid late-stage dumps."
*/

2. Pattern Recognition: Find Your Best Strategy

const trades = [
  { strategy: 'Breakout', roi: 18 },
  { strategy: 'Pullback', roi: -3 },
  { strategy: 'Breakout', roi: 22 },
  { strategy: 'Mean Reversion', roi: 5 }
];

const strategyPerformance = trades.reduce((acc, trade) => {
  acc[trade.strategy] = acc[trade.strategy] || { total: 0, count: 0 };
  acc[trade.strategy].total += trade.roi;
  acc[trade.strategy].count += 1;
  return acc;
}, {});

const bestStrategy = Object.entries(strategyPerformance)
  .sort(([, a], [, b]) => (b.total / b.count) - (a.total / a.count))[0][0];

console.log(`Your best performing strategy: ${bestStrategy}`);

3. Ask Your Trade Journal in Plain English (RAG style)

const query = "What was my most profitable setup last month?";
const contextBlock = `
- Trade 1: Breakout, +28%
- Trade 2: Mean Reversion, +7%
- Trade 3: Pullback, -12%
- Trade 4: Breakout, +15%
`;

const aiPrompt = `
Context:
${contextBlock}

Answer the question: "${query}"
`;

const aiAnswer = await callAIModel(aiPrompt);

console.log(aiAnswer);
/*
Output:
"Your most profitable setup last month was Breakout, averaging +21.5% across trades."
*/