trump-code-market-signals

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). Add to ~/.claude/settings.json : Available MCP tools: signals , models , predict , arbitrage , health , events , dual_platform , crowd , full_report All data lives in data/ and is updated daily: Note: C3 is an anti-indicator — if it fires, the circuit breaker auto-inverts it to LONG (62% accuracy after inversion). realtime_loop.py not detecting new posts chatbot_server.py fails to start overnight_search.py runs out of memory Hit rate dropping below 55% Stale data in data/ directory - Check your network access to Truth Social scraper endpoints - Verify data/trump_posts_all.json timestamp is recent - Run python3 trump_code_cli.py health to see circuit breaker state - Ensure GEMINI_KEYS env var is set: export GEMINI_KEYS="key1,key2" - Port 8888 may be in use: lsof -i :8888 - Runs ~31.5M combinations — needs ~4GB RAM - Run on a machine with 8GB+ or reduce search space in script config - Check data/circuit_breaker_state.json — system may have auto-paused - Review data/learning_report.json for demoted rules -...