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trump-code-market-signals — Claude Code skill: setup & overview

Evaluates Truth Social and X posts against S&P 500 movements using tested trading rules. Helpful when studying market sentiment signals.

Install into Claude Code · Skills CLI (Vercel) All methods and platforms ↓ 
npx skills add reason-machines/trending-skills --skill trump-code-market-signals -a claude-code
Open on GitHub

What trump-code-market-signals does

This skill connects your coding assistant to a model tracking social posts alongside S&P 500 price swings. The underlying system tested 31.5M rule setups, maintaining 551 active models. It recorded 566 verified prediction outcomes showing a 61.3% hit rate.

Local scripts run via trump_code_cli.py or the provided MCP server integration. Without defining Gemini API tokens in GEMINI_KEYS, the briefing chatbot scripts will fail to run. You can also fetch precalculated historical records straight from the data/ folder.

What it helps with

  • evaluate social post features against S&P 500 price swings
  • retrieve consensus LONG or SHORT market outlooks
  • inspect prediction market discrepancies on Polymarket
  • monitor active trading rules and circuit breaker status

Example prompts for the agent

  • Check today's market signals detected from Trump's social posts.
  • Run the consensus prediction model to see LONG or SHORT outlook.
  • Inspect the surviving trading rules sorted by performance.

How to install trump-code-market-signals

1Skills CLI (Vercel)

npx skills add reason-machines/trending-skills --skill trump-code-market-signals -a claude-code

2Manually: put the files in place

~/.claude/skills/trump-code-market-signals/SKILL.md

Copy the whole skill folder; for one project use .claude/skills/trump-code-market-signals/

Step by step, with commands for each platform: How to install skills in Claude Code: five ways

Questions about trump-code-market-signals

How to install trump-code-market-signals in Claude Code?

Run npx skills add reason-machines/trending-skills --skill trump-code-market-signals -a claude-code in your terminal. The file is placed in ~/.claude/skills/trump-code-market-signals/SKILL.md.

What does trump-code-market-signals do?

It tracks correlations between Truth Social activity and market returns across 551 surviving quantitative rules.

Which environment variables are required?

The briefing features and chatbot need GEMINI_KEYS to operate. Optional variables include ANTHROPIC_API_KEY and POLYMARKET_API_KEY for Opus reports and prediction markets.

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