Trump Code Market Signals

This connects Claude to a brute-force prediction system that tests millions of combinations of Trump social media signals against S&P 500 movements. It's tested 31.5M model combinations and maintains 551 surviving rules with a verified 61.3% hit rate across 566 predictions. You get MCP tools for checking daily signals, model performance rankings, and LONG/SHORT consensus predictions based on post timing, keywords like "RELIEF" or "TARIFF", and other features. The underlying system runs overnight searches, monitors Truth Social and X every 5 minutes, and exposes everything through JSON files and a REST API. Honestly, this is applied statistical pattern mining at scale. Whether the patterns hold up out of sample is the real question, but the data and methodology are all open for inspection.

skills.sh installs: 1.3K
GitHub stars: 61
last updated: Jul 14, 2026

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Install

$ npx -y skills add aradotso/trending-skills --skill trump-code-market-signals --agent claude-code

Installs into .claude/skills of the current project.

Files

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

# Optional: for Claude Opus deep analysis
export ANTHROPIC_API_KEY="your-key-here"

# Optional: for Polymarket/Kalshi integration
export POLYMARKET_API_KEY="your-key-here"

CLI — Key Commands

# Today's detected signals from Trump's posts
python3 trump_code_cli.py signals

# Model performance leaderboard (all 11 named models)
python3 trump_code_cli.py models

# Get LONG/SHORT consensus prediction
python3 trump_code_cli.py predict

SKILL.md on GitHub

Details

Repository: github.com/aradotso/trending-skills
First seen: Apr 16, 2026