dragon1086/prism-insight

AI-based stock analysis and trading system

What it solves

PRISM-INSIGHT is an AI-powered system designed to automate the complex process of stock market analysis and trading. It solves the difficulty of identifying "surge stocks" (stocks with unusual price and volume movements) and generating professional-grade investment reports without requiring a human financial analyst.

How it works

The system employs a multi-agent architecture consisting of over 13 specialized AI agents organized into teams (Macro, Analysis, Strategy, Communication, and Trading). These agents collaborate to:

  1. Detect Trends: Use algorithms to find stocks with unusual market movements in Korean (KOSPI/KOSDAQ) and US (NYSE/NASDAQ) markets.
  2. Analyze: Perform technical, financial, industry, and news analysis using models like GPT-5 and Claude Sonnet 4.6.
  3. Execute: Make buy/sell decisions via a trading simulator or execute real trades through the Korea Investment & Securities API.
  4. Distribute: Generate PDF reports and send real-time alerts via Telegram.

Who it’s for

It is built for investors who want automated, data-driven stock analysis and trading, as well as those who prefer receiving analyst-grade reports and alerts via mobile or Telegram without performing the manual research themselves.

Highlights

  • Multi-Agent Collaboration: A team of 13+ specialized agents handling everything from macro intelligence to translation.
  • Cross-Market Support: Full analysis capabilities for both US and Korean stock markets.
  • Flexible AI Access: Supports OpenAI API keys or direct integration with ChatGPT Plus/Pro subscriptions via a proxy.
  • Self-Improving Loop: Includes a trading journal that uses past win rates to inform future buy decisions.
  • Comprehensive Ecosystem: Includes a live performance dashboard, a mobile app, and Telegram integration.