Calibrated world model for AI agents. 40 tools: world state, markets, trading. Kalshi + Polymarket.
A terminal-native prediction-market CLI. Query live Kalshi + Polymarket state, inspect markets, export structured JSON for agents, and gate execution from the shell. The installed binary is the source of truth; inspect the current command surface with . World model — Real-time prediction index distilled from the active market universe. One command gives any LLM situational awareness. Thesis…
Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts — it cannot prove the absence of malicious code.
A terminal-native prediction-market CLI. Query live Kalshi + Polymarket state, inspect markets, export structured JSON for agents, and gate execution from the shell. The installed binary is the source of truth; inspect the current command surface with . World model — Real-time prediction index distilled from the active market universe. One command gives any LLM situational awareness. Thesis engine — Structured causal models with Bayesian node trees, continuous evaluation against live market…