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Quant Screener Agent

Quant Finance ยท Monitor ยท Claude Sonnet

Heartbeat: Every 60 minutes

Screen 5,000 stocks on 50 factors before breakfast.

WHAT IT DOES

Multi-factor screening engine with 200+ factor support. Define your factor model โ€” value (P/E, P/B, FCF yield), momentum (3/6/12-month returns), quality (ROE, debt/equity, earnings stability), growth (revenue CAGR, margin expansion), volatility (beta, max drawdown). Agent screens your entire universe, calculates factor scores, runs cross-sectional regressions, and outputs ranked watchlists. Backtests factor combinations against 10+ years of history. Portfolio-level risk metrics included: sector concentration, correlation matrix, tracking error vs benchmark.

WORKFLOW

  1. Define factors + thresholds
  2. Set universe (S&P 500, Russell 3000, custom)
  3. Calculate factor scores
  4. Cross-sectional regression
  5. Rank
  6. Backtest combinations
  7. Output watchlist + risk metrics
  8. Update daily

SKILLS

factor-calculatorfama-macbeth-regressorwalk-forward-backtesterportfolio-risk-scorerwatchlist-generatorfactor-decomposerconcentration-monitor

INTEGRATIONS

Bloomberg Terminal API
Polygon.io
Alpha Vantage
SEC EDGAR
Google Sheets
Memory
Role
Monitor
Model
Claude Sonnet
Heartbeat
Every 60 minutes