SKILL.md
Trump Code — Market Signal Analysis
Skill by ara.so — Daily 2026 Skills collection.
Trump Code is an open-source system that applies brute-force computation to find statistically significant patterns between Trump's Truth Social/X posting behavior and S&P 500 movements. It has tested 31.5M model combinations, maintains 551 surviving rules, and has a verified 61.3% hit rate across 566 predictions (z=5.39, p<0.05).
Installation
git clone https://github.com/sstklen/trump-code.git
cd trump-code
pip install -r requirements.txt
Environment Variables
# Required for AI briefing and chatbot
export GEMINI_KEYS="key1,key2,key3" # Comma-separated Gemini API keys
Trump Code — Market Signal Analysis
Skill by ara.so — Daily 2026 Skills collection.
Trump Code is an open-source system that applies brute-force computation to find statistically significant patterns between Trump's Truth Social/X posting behavior and S&P 500 movements. It has tested 31.5M model combinations, maintains 551 surviving rules, and has a verified 61.3% hit rate across 566 predictions (z=5.39, p<0.05).
Installation
git clone https://github.com/sstklen/trump-code.git
cd trump-code
pip install -r requirements.txt
Environment Variables
# Required for AI briefing and chatbot
export GEMINI_KEYS="key1,key2,key3" # Comma-separated Gemini API keys