Dip Screener (S&P 100 quality stocks below 52-week high)

Scans the S&P 100 daily for stocks meaningfully below their 52-week high. The goal: catch the next Google -30% from ATH or Meta -40% from ATH — quality names, temporary dislocation, opportunity.

Why this matters

Most opportunities are missed because no one was watching. Google dropped -30% from its ATH in Spring 2025 while journalists were writing about AI doom. SanDisk (WDC) appeared in FT/WSJ as AI supply chain in Sept 2025. Both were obvious in hindsight. This screener runs before you wake up and surfaces them.

Hard rule

RECOMMEND ONLY. No trades, no orders. Output = candidates for quorum review. Educational analysis, not advice.

Two execution paths (pick by backend)

A. Local backend (claude-code / hermes — Python + yfinance): full S&P 100 scan.

python3 .agents/skills/dip-screener/dip_screener.py --threshold 20