The Everything Prediction Engine — five AI analyst personas debate, 10,000 Monte Carlo worldlines unfold, and superforecasting calibration converges any question into one actionable probability.
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Updated
Aug 13, 2026 - Python
The Everything Prediction Engine — five AI analyst personas debate, 10,000 Monte Carlo worldlines unfold, and superforecasting calibration converges any question into one actionable probability.
Claude skill for China A-share + HK trading: 6 capability modules backed by Tetlock's superforecasting framework. Strategist role only — never executes trades. AKShare-based, default Chinese output.
Stdlib-only forecasting bot for the Metaculus AI Benchmark tournaments, plus the non-obvious API facts that cost a day to find
🧠 Analyze market trends with AI to forecast investments and enhance decision-making using real-time data and advanced analytics.
Cross-harness superforecasting playbook + stdlib-only Python toolkit
Log your forecasts. Resolve them. Find out how good your probabilities actually are. A zero-dependency, local-first calibration journal + practice range for your terminal.
The quantitative science of how civilizations maintain coherence, accumulate stress, approach phase transitions, and reorganize — with attention to information architecture. A falsifiable, pre-registered, open research program extending cliodynamics.
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