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KVS Bot

LLM × Value Investing Auto-Trading Bot

A Japanese stock swing trading bot combining Tatsuro Kiyohara's value investing methodology with Anthropic Claude qualitative analysis. Runs a fully automated pipeline from screening through LLM analysis, signal generation, and auto-trading. Live trading results are publicly shared on the public dashboard.

How it works:

  • Kiyohara-style net cash ratio & CN-PER value stock screening
  • Claude API analysis across earnings, sentiment, and management quality
  • Weighted signal synthesis: 60% quantitative + 40% LLM
  • Automated portfolio rebalancing with risk management
  • VectorBT backtesting and performance verification

Tech Stack:

  • Python / FastAPI / Vercel Serverless
  • Anthropic Claude (Sonnet / Haiku)
  • J-Quants API / yfinance / Supabase